Jan Kautz ![](/sites/default/files/person/jan_1x1_small.jpg) Jan leads the Learning & Perception Research team at NVIDIA, working predominantly on computer vision and machine learning problems — from low-level vision (denoising, super-resolution, computational photography), geometric vision (structure from motion, SLAM, optical flow) to high-level vision (detection, recognition, classification), as well as fundamental machine learning algorithms. Before joining NVIDIA in 2013, Jan was a tenured faculty member at University College London. He holds a BSc in Computer Science from University of Erlangen-Nürnberg (1999), an MMath from the University of Waterloo (1999), received his PhD from the Max-Planck-Institut für Informatik (2003), and worked as a post-doc at the Massachusetts Institute of Technology (2003-2006). A full publication list is available on his [web-page](http://jankautz.com). Jan was program co-chair of the Eurographics Symposium on Rendering 2007, program chair of the IEEE Symposium on Interactive Ray-Tracing 2008, program co-chair for Pacific Graphics 2011, and program chair of CVMP 2012. He co-chaired Eurographics 2014 and is on the editorial board of IEEE Transactions on Visualization & Computer Graphics and The Visual Computer. Research Area(s) [Computational Photography and Imaging](/index.php/research-area/computational-photography-imaging) [Artificial Intelligence and Machine Learning ](/index.php/research-area/machine-learning-artificial-intelligence) Main Field of Interest [Computer Vision](/index.php/research-area/computer-vision) Google Scholar [https://scholar.google.com/citations?user=P9FclNEAAAAJ&hl=en](https://scholar.google.com/citations?user=P9FclNEAAAAJ&hl=en) ### Publications ### 2026 [RLP: Reinforcement as a Pretraining Objective](/index.php/publication/2026-04_rlp-reinforcement-pretraining-objective) [Ali Hatamizadeh](/index.php/person/ali-hatamizadeh), Syeda Nahida Akter, Shrimai Prabhumoye, [Jan Kautz](/index.php/person/jan-kautz), Mostofa Patwary, Mohammad Shoeybi, Bryan Catanzaro, Yejin Choi [International Conference on Learning Representations (ICLR) 2026](https://iclr.cc/) [iGRPO: Self-Feedback-Driven LLM Reasoning](/index.php/publication/2026-02_igrpo-self-feedback-driven-llm-reasoning) [Ali Hatamizadeh](/index.php/person/ali-hatamizadeh), Shrimai Prabhumoye, Igor Gitman, [Ximing Lu](/index.php/person/ximing-lu), Seungju Han, Wei Ping, Yejin Choi, [Jan Kautz](/index.php/person/jan-kautz) [Demystifying Data-Driven Probabilistic Medium-Range Weather Forecasting](/publication/2026-01_demystifying-data-driven-probabilistic-medium-range-weather-forecasting) [Jean Kossaifi](/person/jean-kossaifi), [Nikola Kovachki](/person/nikola-kovachki), [Morteza Mardani](/person/morteza-mardani), [Daniel Leibovici](/person/daniel-leibovici), Suman Ravuri, Ira Shokar, Edoardo Calvello, Mohammad Shoaib Abbas, Peter Harrington, Ashay Subramaniam, [Noah Brenowitz](/person/noah-brenowitz), [Boris Bonev](/person/boris-bonev), [Wonmin Byeon](/person/wonmin-byeon), [Karsten Kreis](/person/karsten-kreis), [Dale Durran](/person/dale-durran), [Arash Vahdat](/person/arash-vahdat), [Mike Pritchard](/person/mike-pritchard), [Jan Kautz](/person/jan-kautz) ### 2025 [Score-based Diffusion Models in Function Space](/publication/2025-07_score-based-diffusion-models-function-space) Jae Hyun Lim, [Nikola Kovachki](/person/nikola-kovachki), Ricardo Baptista, Christopher Beckham, Kamyar Azizzadenesheli, [Jean Kossaifi](/person/jean-kossaifi), Vikram Voleti, Jiaming Song, [Karsten Kreis](/person/karsten-kreis), [Jan Kautz](/person/jan-kautz), Christopher Pal, [Arash Vahdat](/person/arash-vahdat), Anima Anandkumar [Journal of Machine Learning Research (JMLR) 2025](https://arxiv.org/abs/2302.07400) [FoundationStereo: Zero-Shot Stereo Matching](/index.php/publication/2025-06_foundationstereo-zero-shot-stereo-matching) [Bowen Wen](/index.php/person/bowen-wen), Matthew Trepte, Joseph Aribido, [Jan Kautz](/index.php/person/jan-kautz), Orazio Gallo, [Stan Birchfield](/index.php/person/stan-birchfield) [CVPR 2025](https://cvpr.thecvf.com/) Best Paper Nomination [SimAvatar: Simulation-Ready Clothed Gaussian Avatars from Text](/publication/2025-06_simavatar-simulation-ready-clothed-gaussian-avatars-text) [Xueting Li](/person/xueting-li), [Ye Yuan](/person/ye-yuan), [Shalini De Mello](/person/shalini-de-mello), Gilles Daviet, Jonathan Leaf, Miles Macklin, [Jan Kautz](/person/jan-kautz), [Umar Iqbal](/person/umar-iqbal) [IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2025](https://openaccess.thecvf.com/content/CVPR2025/papers/Li_SimAvatar_Simulation-Ready_Avatars_with_Layered_Hair_and_Clothing_CVPR_2025_paper.pdf) [MambaVision: A Hybrid Mamba-Transformer Vision Backbone](/index.php/publication/2025-06_mambavision-hybrid-mamba-transformer-vision-backbone) Ali Hatamizadeh , [Jan Kautz](/index.php/person/jan-kautz) [The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2025](https://cvpr.thecvf.com/) [LongVILA: Scaling Long-Context Visual Language Models for Long Videos](/index.php/publication/2025-04_longvila-scaling-long-context-visual-language-models-long-videos) [Yukang Chen](/index.php/person/yukang-chen), Fuzhao Xue, Dacheng Li, Qinghao Hu, [Ligeng Zhu](/index.php/person/ligeng-zhu), Xiuyu Li, Yunhao Fang, Haotian Tang, Shang Yang, Zhijian Liu, Ethan He, Hongxu Yin, [Pavlo Molchanov](/index.php/person/pavlo-molchanov), [Jan Kautz](/index.php/person/jan-kautz), Linxi Fan, [Yuke Zhu](/index.php/person/yuke-zhu), Yao Lu (Jason), [Song Han](/index.php/person/song-han) [Hymba: A Hybrid-head Architecture for Small Language Models](/publication/2025-04_hymba-hybrid-head-architecture-small-language-models) Xin Dong, [Yonggan Fu\*](/person/yonggan-fu), Shizhe Diao, [Wonmin Byeon](/person/wonmin-byeon), Zijia Chen, Ameya Sunil Mahabaleshwarkar, Shih-Yang Liu, [Matthijs Van keirsbilck](/person/matthijs-van-keirsbilck), [Min-Hung Chen](/person/min-hung-chen), [Yoshi Nishi](/person/yoshi-nishi), Yingyan Celine Lin, [Jan Kautz](/person/jan-kautz), [Pavlo Molchanov](/person/pavlo-molchanov) [Hymba - ICLR 2025](https://jankautz.com/publications/Hymba_ICLR25.pdf) ICLR spotlight paper [Gated Delta Networks: Improving Mamba2 with Delta Rule](/index.php/publication/2025-04_gated-delta-networks-improving-mamba2-delta-rule) Songlin Yang, [Jan Kautz](/index.php/person/jan-kautz), [Ali Hatamizadeh](/index.php/person/ali-hatamizadeh) [International Conference on Learning Representations (ICLR) 2025](https://iclr.cc/) [Minitron-SSM: Efficient Hybrid Language Model Compression through Group-Aware SSM Pruning](/index.php/publication/2025-04_minitron-ssm-efficient-hybrid-language-model-compression-through-group-aware) Ali Taghibakhshi, Sharath Turuvekere Sreenivas, [Saurav Muralidharan](/index.php/person/saurav-muralidharan), Marcin Chochowski, Yashaswi Karnati, Raviraj Joshi, Ameya Sunil Mahabaleshwarkar, Zijia Chen, Yoshi Suhara, Oluwatobi Olabiyi, Daniel Korzekwa, Mostofa Patwary, Mohammad Shoeybi, [Jan Kautz](/index.php/person/jan-kautz), Bryan Catanzaro, Ashwath Aithal, Nima Tajbakhsh, [Pavlo Molchanov](/index.php/person/pavlo-molchanov) [NeurIPS 2025](https://arxiv.org/abs/2504.11409) ### 2024 [CosAE: Learnable Fourier Series for Image Restoration](/index.php/publication/2024-12_cosae-learnable-fourier-series-image-restoration) [Sifei Liu](/index.php/person/sifei-liu), [Shalini De Mello](/index.php/person/shalini-de-mello), [Jan Kautz](/index.php/person/jan-kautz) [Advances in Neural Information Processing Systems (NeurIPS) 2024](https://proceedings.neurips.cc/paper_files/paper/2024/file/13e8be77982beb73d7ed0bbf122f9f3c-Paper-Conference.pdf) [DiffiT: Diffusion Vision Transformers for Image Generation](/index.php/publication/2024-09_diffit-diffusion-vision-transformers-image-generation) Ali Hatamizadeh , Jiaming Song, Guilin Liu, [Jan Kautz](/index.php/person/jan-kautz), [Arash Vahdat](/index.php/person/arash-vahdat) [European Conference on Computer Vision ECCV 2024](https://eccv.ecva.net/) [LLM Pruning and Distillation in Practice: The Minitron Approach](/publication/2024-08_llm-pruning-and-distillation-practice-minitron-approach) Sharath Turuvekere Sreenivas, [Saurav Muralidharan](/person/saurav-muralidharan), Raviraj Joshi, Marcin Chochowski, Mostofa Patwary, Mohammad Shoeybi, Bryan Catanzaro, [Jan Kautz](/person/jan-kautz), [Pavlo Molchanov](/person/pavlo-molchanov) [GAvatar: Animatable 3D Gaussian Avatars with Implicit Mesh Learning](/publication/2024-06_gavatar-animatable-3d-gaussian-avatars-implicit-mesh-learning) [Ye Yuan](/person/ye-yuan), [Xueting Li](/person/xueting-li), Yangyi Huang, [Shalini De Mello](/person/shalini-de-mello), [Koki Nagano](/person/koki-nagano), [Jan Kautz](/person/jan-kautz), [Umar Iqbal](/person/umar-iqbal) [IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2024](https://openaccess.thecvf.com/content/CVPR2024/papers/Yuan_GAvatar_Animatable_3D_Gaussian_Avatars_with_Implicit_Mesh_Learning_CVPR_2024_paper.pdf) Highlight [An Empirical Study of Mamba-based Language Models](/index.php/publication/2024-06_empirical-study-mamba-based-language-models) Roger Waleffe, [Wonmin Byeon](/index.php/person/wonmin-byeon), Duncan Riach, Brandon Norick, Vijay Korthikanti, Tri Dao, Albert Gu, [Ali Hatamizadeh](/index.php/person/ali-hatamizadeh), Sudhakar Singh, Deepak Narayanan, Garvit Kulshreshtha, Vartika Singh, Jared Casper, [Jan Kautz](/index.php/person/jan-kautz), Mohammad Shoeybi, Bryan Catanzaro [FoundationPose: Unified 6D Pose Estimation and Tracking of Novel Objects](/index.php/publication/2024-06_foundationpose-unified-6d-pose-estimation-and-tracking-novel-objects) [Bowen Wen](/index.php/person/bowen-wen), [Wei Yang](/index.php/person/wei-yang), [Jan Kautz](/index.php/person/jan-kautz), [Stan Birchfield](/index.php/person/stan-birchfield) [CVPR 2024](https://cvpr.thecvf.com/Conferences/2024) [FasterViT: Fast Vision Transformers with Hierarchical Attention](/index.php/publication/2024-05_fastervit-fast-vision-transformers-hierarchical-attention) Ali Hatamizadeh , [Greg Heinrich](/index.php/person/greg-heinrich), [Hongxu Danny Yin](/index.php/person/danny-yin), Andrew Tao, Jose M. Alvarez, [Jan Kautz](/index.php/person/jan-kautz), [Pavlo Molchanov](/index.php/person/pavlo-molchanov) [International Conference on Learning Representations (ICLR) 2024](https://iclr.cc/) [3D Reconstruction with Generalizable Neural Fields using Scene Priors](/publication/2024-05_3d-reconstruction-generalizable-neural-fields-using-scene-priors) Yang Fu, [Shalini De Mello](/person/shalini-de-mello), [Xueting Li](/person/xueting-li), Amey Kulkarni, [Jan Kautz](/person/jan-kautz), Xiaolong Wang, [Sifei Liu](/person/sifei-liu) [International Conference on Learning Representations (ICLR) 2024](https://proceedings.iclr.cc/paper_files/paper/2024/hash/0bd32794b26cfc99214b89313764da8e-Abstract-Conference.html) ### 2023 [Generalizable One-shot 3D Neural Head Avatar](/publication/2023-12_generalizable-one-shot-3d-neural-head-avatar) [Xueting Li](/person/xueting-li), [Shalini De Mello](/person/shalini-de-mello), [Sifei Liu](/person/sifei-liu), [Koki Nagano](/person/koki-nagano), [Umar Iqbal](/person/umar-iqbal), [Jan Kautz](/person/jan-kautz) [Advances in Neural Information Processing Systems (NeurIPS) 2023](https://neurips.cc/) [Convolutional State Space Models for Long-Range Spatiotemporal Modeling](/publication/2023-12_convolutional-state-space-models-long-range-spatiotemporal-modeling) Jimmy T. H. Smith, [Shalini De Mello](/person/shalini-de-mello), [Jan Kautz](/person/jan-kautz), Scott Linderman, [Wonmin Byeon](/person/wonmin-byeon) [Advances in Neural Information Processing Systems (NeurIPS) 2023](https://nips.cc/) [Online Overexposed Pixels Hallucination in Videos with Adaptive Reference Frame Selection](/index.php/publication/2023-08_online-overexposed-pixels-hallucination-videos-adaptive-reference-frame) Yazhou Xing, [Amrita Mazumdar](/index.php/person/amrita-mazumdar), Anjul Patney, [Chao Liu](/index.php/person/chao-liu), [Hongxu Danny Yin](/index.php/person/danny-yin), Qifeng Chen, [Jan Kautz](/index.php/person/jan-kautz), [Iuri Frosio](/index.php/person/iuri-frosio) [Arxiv](https://arxiv.org/abs/2308.15462) [SSIF: Single-shot Implicit Morphable Faces With Consistent Texture Parameterization](/publication/2023-08_ssif-single-shot-implicit-morphable-faces-consistent-texture-parameterization) Connor Zhizhen Lin, [Koki Nagano](/person/koki-nagano), [Jan Kautz](/person/jan-kautz), Eric R. Chan, [Umar Iqbal](/person/umar-iqbal), Leonidas Guibas, Gordon Wetzstein, Sameh Khamis [SIGGRAPH 2023](https://s2023.siggraph.org/) [Global Context Vision Transformers](/publication/2023-07_global-context-vision-transformers) Ali Hatamizadeh , [Hongxu Danny Yin](/person/danny-yin), [Greg Heinrich](/person/greg-heinrich), [Jan Kautz](/person/jan-kautz), [Pavlo Molchanov](/person/pavlo-molchanov) [ International Conference on Machine Learning (ICML) 2023](https://icml.cc/Conferences/2023) [Zero-shot Pose Transfer for Unrigged Stylized 3D Characters](/publication/2023-06_zero-shot-pose-transfer-unrigged-stylized-3d-characters) Jiashun Wang, [Xueting Li](/person/xueting-li), [Sifei Liu](/person/sifei-liu), [Shalini De Mello](/person/shalini-de-mello), Orazio Gallo, Xiaolong Wang, [Jan Kautz](/person/jan-kautz) [IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2023](https://openaccess.thecvf.com/content/CVPR2023/papers/Wang_Zero-Shot_Pose_Transfer_for_Unrigged_Stylized_3D_Characters_CVPR_2023_paper.pdf) [BundleSDF: Neural 6-DoF Tracking and 3D Reconstruction of Unknown Objects](/publication/2023-06_bundlesdf-neural-6-dof-tracking-and-3d-reconstruction-unknown-objects) [Bowen Wen](/person/bowen-wen), [Jonathan Tremblay](/person/jonathan-tremblay), [Valts Blukis](/person/valts-blukis), [Stephen Tyree](/person/stephen-tyree), [Thomas Müller](/person/thomas-muller), Alex Evans, Dieter Fox, [Jan Kautz](/person/jan-kautz), [Stan Birchfield](/person/stan-birchfield) [CVPR 2023](https://cvpr2023.thecvf.com/) [The Best Defense is a Good Offense: Adversarial Augmentation against Adversarial Attacks](/publication/2023-05_best-defense-good-offense-adversarial-augmentation-against-adversarial-attacks) [Iuri Frosio](/person/iuri-frosio), [Jan Kautz](/person/jan-kautz) [CVPR 2023](https://cvpr2023.thecvf.com/) ### 2022 [LANA: Latency Aware Network Acceleration](/index.php/publication/2022-10_lana-latency-aware-network-acceleration) [Pavlo Molchanov](/index.php/person/pavlo-molchanov), Jimmy Hall, [Hongxu Danny Yin](/index.php/person/danny-yin), [Jan Kautz](/index.php/person/jan-kautz), Nicolo Fusi, [Arash Vahdat](/index.php/person/arash-vahdat) [European Conference on Computer Vision (ECCV), 2022](https://arxiv.org/abs/2107.10624) [GLAMR: Global Occlusion-Aware Human Mesh Recovery with Dynamic Cameras](/publication/2022-06_glamr-global-occlusion-aware-human-mesh-recovery-dynamic-cameras) [Ye Yuan](/person/ye-yuan), [Umar Iqbal](/person/umar-iqbal), [Pavlo Molchanov](/person/pavlo-molchanov), Kris Kitani, [Jan Kautz](/person/jan-kautz) IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2022 (Ora… [GroupViT: Semantic Segmentation Emerges from Text Supervision](/publication/2022-06_groupvit-semantic-segmentation-emerges-text-supervision) Jiarui Xu, [Shalini De Mello](/person/shalini-de-mello), [Sifei Liu](/person/sifei-liu), [Wonmin Byeon](/person/wonmin-byeon), [Thomas Breuel](/person/thomas-breuel), [Jan Kautz](/person/jan-kautz), Xiaolong Wang [IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2022](https://cvpr2022.thecvf.com/) [FreeSOLO: Learning to Segment Objects without Annotations](/index.php/publication/2022-06_freesolo-learning-segment-objects-without-annotations) Xinlong Wang, [Zhiding Yu](/index.php/person/zhiding-yu), [Shalini De Mello](/index.php/person/shalini-de-mello), [Jan Kautz](/index.php/person/jan-kautz), Anima Anandkumar, Chunhua Shen, Jose M. Alvarez [ IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2022](https://cvpr2022.thecvf.com/) [A-ViT: Adaptive Tokens for Efficient Vision Transformer](/index.php/publication/2022-06_vit-adaptive-tokens-efficient-vision-transformer) [Hongxu Danny Yin](/index.php/person/danny-yin), [Arash Vahdat](/index.php/person/arash-vahdat), Jose M. Alvarez, Arun Mallya, [Jan Kautz](/index.php/person/jan-kautz), [Pavlo Molchanov](/index.php/person/pavlo-molchanov) IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2022 (Ora… [GradViT: Gradient Inversion of Vision Transformers](/index.php/publication/2022-05_gradvit-gradient-inversion-vision-transformers) Ali Hatamizadeh , [Hongxu Danny Yin](/index.php/person/danny-yin), [Holger Roth](/index.php/person/holger-roth), [Wenqi Li](/index.php/person/wenqi-li), [Jan Kautz](/index.php/person/jan-kautz), [Daguang Xu](/index.php/person/daguang-xu), [Pavlo Molchanov](/index.php/person/pavlo-molchanov) [IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2022](https://cvpr2022.thecvf.com/) [Learning Continuous Environment Fields via Implicit Functions](/publication/2022-04_learning-continuous-environment-fields-implicit-functions) [Xueting Li](/person/xueting-li), [Shalini De Mello](/person/shalini-de-mello), Xiaolong Wang, Ming-Hsuan Yang, [Jan Kautz](/person/jan-kautz), [Sifei Liu](/person/sifei-liu) [International Conference on Learning Representations (ICLR), 2022](https://iclr.cc/Conferences/2022) [Learning Contrastive Representation for Semantic Correspondence](/publication/2022-03_learning-contrastive-representation-semantic-correspondence) Taihong Xiao, [Sifei Liu](/person/sifei-liu), [Shalini De Mello](/person/shalini-de-mello), [Zhiding Yu](/person/zhiding-yu), [Jan Kautz](/person/jan-kautz), Ming-Hsuan Yang [International Journal of Computer Vision (IJCV) 2022](https://link.springer.com/article/10.1007/s11263-022-01602-y) [RTMV: A Ray-Traced Multi-View Synthetic Dataset for Novel View Synthesis ](/index.php/publication/2022-01_rtmv-ray-traced-multi-view-synthetic-dataset-novel-view-synthesis) [Jonathan Tremblay](/index.php/person/jonathan-tremblay), Moustafa Meshry, [Stan Birchfield](/index.php/person/stan-birchfield), Alex Evans, [Jan Kautz](/index.php/person/jan-kautz), [Alex Keller](/index.php/person/alex-keller), Sameh Khamis, [Charles Loop](/index.php/person/charles-loop), Nate Morrical, [Thomas Müller](/index.php/person/thomas-muller), [Koki Nagano](/index.php/person/koki-nagano), Towaki Takikawa, [Stan Birchfield](/index.php/person/stan-birchfield) [ECCV 2022 Workshop on Learning to Generate 3D Shapes and Scenes](https://learn3dg.github.io/) ### 2021 [KAMA: 3D Keypoint Aware Body Mesh Articulation](/publication/2021-12_kama-3d-keypoint-aware-body-mesh-articulation) [Umar Iqbal](/person/umar-iqbal), Kevin Xie, Kelly Guo, [Jan Kautz](/person/jan-kautz), [Pavlo Molchanov](/person/pavlo-molchanov) [International Conference on 3D Vision](https://3dv2021.surrey.ac.uk/) [A Contrastive Learning Approach for Training Variational Autoencoder Priors](/index.php/publication/2021-11_contrastive-learning-approach-training-variational-autoencoder-priors) Jyoti Aneja, Alexander Schwing, [Jan Kautz](/index.php/person/jan-kautz), [Arash Vahdat](/index.php/person/arash-vahdat) [Neural Information Processing Systems (NeurIPS) 2021](https://arxiv.org/abs/2010.02917) [Score-based Generative Modeling in Latent Space](/index.php/publication/2021-11_score-based-generative-modeling-latent-space) [Arash Vahdat](/index.php/person/arash-vahdat), [Karsten Kreis](/index.php/person/karsten-kreis), [Jan Kautz](/index.php/person/jan-kautz) [Neural Information Processing Systems (NeurIPS) 2021](https://arxiv.org/abs/2106.05931) [Self-Supervised Object Detection via Generative Image Synthesis](/publication/2021-10_self-supervised-object-detection-generative-image-synthesis) Siva Karthik Mustikovela, [Shalini De Mello](/person/shalini-de-mello), Aayush Prakash, [Umar Iqbal](/person/umar-iqbal), [Sifei Liu](/person/sifei-liu), Thu Nguyen-Phuoc, Carsten Rother, [Jan Kautz](/person/jan-kautz) [International Conference on Computer Vision (ICCV) 2021](https://iccv2021.thecvf.com/) [Weakly-Supervised Physically Unconstrained Gaze Estimation](/publication/2021-06_weakly-supervised-physically-unconstrained-gaze-estimation) Rakshit Kothari, [Shalini De Mello](/person/shalini-de-mello), [Umar Iqbal](/person/umar-iqbal), [Wonmin Byeon](/person/wonmin-byeon), Seonwook Park, [Jan Kautz](/person/jan-kautz) [IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2021](http://cvpr2021.thecvf.com/) Oral [Learning to Track Instances without Video Annotations](/publication/2021-06_learning-track-instances-without-video-annotations) Yang Fu, [Sifei Liu](/person/sifei-liu), [Umar Iqbal](/person/umar-iqbal), [Shalini De Mello](/person/shalini-de-mello), Humphrey Shi, [Jan Kautz](/person/jan-kautz) [IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2021](http://cvpr2021.thecvf.com/) Oral [Binary TTC: A Temporal Geofence for Autonomous Navigation](/index.php/publication/2021-06_binary-ttc-temporal-geofence-autonomous-navigation) [Abhishek Badki](/index.php/person/abhishek-badki), Orazio Gallo, [Jan Kautz](/index.php/person/jan-kautz), Pradeep Sen [IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2021](https://cvpr2021.thecvf.com/) Best Student Paper Honorable Mention, CVPR 2021 [See through Gradients: Image Batch Recovery via GradInversion](/publication/2021-06_see-through-gradients-image-batch-recovery-gradinversion) [Hongxu Danny Yin](/person/danny-yin), Arun Mallya, [Arash Vahdat](/person/arash-vahdat), Jose M. Alvarez, [Jan Kautz](/person/jan-kautz), [Pavlo Molchanov](/person/pavlo-molchanov) [IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2021](https://openaccess.thecvf.com/content/CVPR2021/papers/Yin_See_Through_Gradients_Image_Batch_Recovery_via_GradInversion_CVPR_2021_paper.pdf) [DexYCB: A Benchmark for Capturing Hand Grasping of Objects](/publication/2021-06_dexycb-benchmark-capturing-hand-grasping-objects) [Yu-Wei Chao](/person/yu-wei-chao), [Wei Yang](/person/wei-yang), Yu Xiang, [Pavlo Molchanov](/person/pavlo-molchanov), Ankur Handa, [Jonathan Tremblay](/person/jonathan-tremblay), [Yashraj Narang](/person/yashraj-narang), Karl Van Wyk, [Umar Iqbal](/person/umar-iqbal), [Stan Birchfield](/person/stan-birchfield), [Jan Kautz](/person/jan-kautz), Dieter Fox [IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2021](http://cvpr2021.thecvf.com) [VAEBM: A Symbiosis between Variational Autoencoders and Energy-based Models](/index.php/publication/2021-06_vaebm-symbiosis-between-variational-autoencoders-and-energy-based-models) Zhisheng Xiao, [Karsten Kreis](/index.php/person/karsten-kreis), [Jan Kautz](/index.php/person/jan-kautz), [Arash Vahdat](/index.php/person/arash-vahdat) [International Conference on Learning Representations (ICLR) 2021 (Spotlight)](https://arxiv.org/abs/2010.00654) [Federated Learning with Heterogeneous Architectures using Graph HyperNetworks](/index.php/publication/2021-01_federated-learning-heterogeneous-architectures-using-graph-hypernetworks) Or Litany, [Haggai Maron](/index.php/person/haggai-maron), David Acuna, [Jan Kautz](/index.php/person/jan-kautz), [Gal Chechik](/index.php/person/gal-chechik), Sanja Fidler ### 2020 [Online Adaptation for Consistent Mesh Reconstruction in the Wild](/index.php/publication/2020-12_online-adaptation-consistent-mesh-reconstruction-wild) Xueting Li, [Sifei Liu](/index.php/person/sifei-liu), [Shalini De Mello](/index.php/person/shalini-de-mello), Kihwan Kim, Xiaolong Wang, Ming-Hsuan Yang, [Jan Kautz](/index.php/person/jan-kautz) [Neural Information Processing Systems (NeurIPS) 2020](https://nips.cc/virtual/2020/public/poster_aba3b6fd5d186d28e06ff97135cade7f.html) [Convolutional Tensor-Train LSTM for Spatio-Temporal Learning](/index.php/publication/2020-12_convolutional-tensor-train-lstm-spatio-temporal-learning) Jiahao Su, [Wonmin Byeon](/index.php/person/wonmin-byeon), [Jean Kossaifi](/index.php/person/jean-kossaifi), Furong Huang, [Jan Kautz](/index.php/person/jan-kautz), Anima Anandkumar [Advances in Neural Information Processing Systems (NeurIPS)](https://papers.nips.cc/paper/2020/hash/9e1a36515d6704d7eb7a30d783400e5d-Abstract.html) [UNAS: Differentiable Architecture Search Meets Reinforcement Learning](/index.php/publication/2020-08_unas-differentiable-architecture-search-meets-reinforcement-learning) [Arash Vahdat](/index.php/person/arash-vahdat), Arun Mallya, [Ming-Yu Liu](/index.php/person/ming-yu-liu), [Jan Kautz](/index.php/person/jan-kautz) [IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2021](https://arxiv.org/abs/1912.07651) [UFO2: A Unified Framework towards Omni-supervised Object Detection](/index.php/publication/2020-08_ufo2-unified-framework-towards-omni-supervised-object-detection) Zhongzheng Ren, [Zhiding Yu](/index.php/person/zhiding-yu), Xiaodong Yang, [Ming-Yu Liu](/index.php/person/ming-yu-liu), Alexander G. Schwing, [Jan Kautz](/index.php/person/jan-kautz) [European Conference on Computer Vision (ECCV) 2020](https://eccv2020.eu/) [Joint Disentangling and Adaptation for Cross-Domain Person Re-Identification](/index.php/publication/2020-08_joint-disentangling-and-adaptation-cross-domain-person-re-identification) Yang Zou, Xiaodong Yang, [Zhiding Yu](/index.php/person/zhiding-yu), B. V. K. Vijaya Kumar, [Jan Kautz](/index.php/person/jan-kautz) [European Conference on Computer Vision (ECCV) 2020 (Oral)](https://eccv2020.eu/) [Self-supervised Single-view 3D Reconstruction via Semantic Consistency](/publication/2020-08_self-supervised-single-view-3d-reconstruction-semantic-consistency) Xueting Li, [Sifei Liu](/person/sifei-liu), Kihwan Kim, [Shalini De Mello](/person/shalini-de-mello), Varun Jampani, Ming-Hsuan Yang, [Jan Kautz](/person/jan-kautz) [European Conference on Computer Vision (ECCV) 2020](https://eccv2020.eu/) [Weakly-Supervised 3D Hand Pose Estimation via Biomechanical Constraints ](/publication/2020-08_weakly-supervised-3d-hand-pose-estimation-biomechanical-constraints) Adrian Spurr, [Umar Iqbal](/person/umar-iqbal), [Pavlo Molchanov](/person/pavlo-molchanov), Otmar Hilliges, [Jan Kautz](/person/jan-kautz) [European Conference on Computer Vision, 2020](https://eccv2020.eu/) [Angular Visual Hardness](/index.php/publication/2020-07_angular-visual-hardness) Beidi Chen, Weiyang Liu, [Zhiding Yu](/index.php/person/zhiding-yu), [Jan Kautz](/index.php/person/jan-kautz), Anshumali Shrivastava, Animesh Garg, Anima Anandkumar [International Conference on Machine Learning (ICML) 2020](https://icml.cc/virtual/2020) [NVAE: A Deep Hierarchical Variational Autoencoder](/index.php/publication/2020-07_nvae-deep-hierarchical-variational-autoencoder) [Arash Vahdat](/index.php/person/arash-vahdat), [Jan Kautz](/index.php/person/jan-kautz) [Neural Information Processing Systems (NeurIPS) 2020 (Spotlight)](https://arxiv.org/abs/2007.03898) [Contrastive Learning for Weakly Supervised Phrase Grounding](/publication/2020-06_contrastive-learning-weakly-supervised-phrase-grounding) Tanmay Gupta, [Arash Vahdat](/person/arash-vahdat), [Gal Chechik](/person/gal-chechik), Xiaodong Yang, [Jan Kautz](/person/jan-kautz), Derek Hoiem [European Conference on Computer Vision (ECCV) 2020 (Spotlight)](https://arxiv.org/abs/2006.09920) [Meshlet Priors for 3D Mesh Reconstruction](/index.php/publication/2020-06_meshlet-priors-3d-mesh-reconstruction) Abhishek Badki, Orazio Gallo, [Jan Kautz](/index.php/person/jan-kautz), Pradeep Sen [IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2020](http://cvpr2020.thecvf.com/) [Instance-aware, Context-focused, and Memory-efficient Weakly Supervised Object Detection](/index.php/publication/2020-06_instance-aware-context-focused-and-memory-efficient-weakly-supervised-object) Zhongzheng Ren, [Zhiding Yu](/index.php/person/zhiding-yu), Xiaodong Yang, [Ming-Yu Liu](/index.php/person/ming-yu-liu), Yong Jae Lee, Alexander G. Schwing, [Jan Kautz](/index.php/person/jan-kautz) [IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2020](http://cvpr2020.thecvf.com/) [Bi3D: Stereo Depth Estimation via Binary Classifications](/index.php/publication/2020-06_bi3d-stereo-depth-estimation-binary-classifications) Abhishek Badki, Alejandro Troccoli, Kihwan Kim, [Jan Kautz](/index.php/person/jan-kautz), Pradeep Sen, Orazio Gallo [IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2020](http://cvpr2020.thecvf.com/) [Novel View Synthesis of Dynamic Scenes with Globally Coherent Depths](/index.php/publication/2020-06_novel-view-synthesis-dynamic-scenes-globally-coherent-depths) Jae shin Yoon, Kihwan Kim, Orazio Gallo, Hyunsoo Park, [Jan Kautz](/index.php/person/jan-kautz) [IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2020](http://cvpr2020.thecvf.com/) [Self-Supervised Viewpoint Learning From Image Collections ](/publication/2020-06_self-supervised-viewpoint-learning-image-collections) Siva Karthik Mustikovela, Varun Jampani, [Shalini De Mello](/person/shalini-de-mello), [Sifei Liu](/person/sifei-liu), [Umar Iqbal](/person/umar-iqbal), Carsten Rother, [Jan Kautz](/person/jan-kautz) [IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2020](http://cvpr2020.thecvf.com/) [Dreaming to Distill: Data-free Knowledge Transfer via DeepInversion](/index.php/publication/2020-06_dreaming-distill-data-free-knowledge-transfer-deepinversion) [Hongxu Danny Yin](/index.php/person/danny-yin), [Pavlo Molchanov](/index.php/person/pavlo-molchanov), Jose M. Alvarez, Zhizhong Li, Arun Mallya, Derek Hoiem, Niraj K. Jha, [Jan Kautz](/index.php/person/jan-kautz) [IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2020 (Ora…](https://openaccess.thecvf.com/content_CVPR_2020/papers/Yin_Dreaming_to_Distill_Data-Free_Knowledge_Transfer_via_DeepInversion_CVPR_2020_paper.pdf) [Two-shot Spatially-varying BRDF and Shape Estimation](/index.php/publication/2020-06_two-shot-spatially-varying-brdf-and-shape-estimation) Mark Boss, Varun Jampani, Kihwan Kim, Hendrik P.A. Lensch, [Jan Kautz](/index.php/person/jan-kautz) [IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2020](http://cvpr2020.thecvf.com/) [Weakly-Supervised 3D Human Pose Learning via Multi-view Images in the Wild](/publication/2020-06_weakly-supervised-3d-human-pose-learning-multi-view-images-wild) [Umar Iqbal](/person/umar-iqbal), [Pavlo Molchanov](/person/pavlo-molchanov), [Jan Kautz](/person/jan-kautz) [IEEE Computer Vision and Pattern Recognition](http://cvpr2020.thecvf.com/) [How to close sim-real gap? transfer with segmentation!](/publication/2020-05_how-close-sim-real-gap-transfer-segmentation) Mengyuan Yan, Qingyun Sun, [Iuri Frosio](/person/iuri-frosio), [Stephen Tyree](/person/stephen-tyree), [Jan Kautz](/person/jan-kautz) arxiv [NRMVS: Non-Rigid Multi-view Stereo](/publication/2020-03_nrmvs-non-rigid-multi-view-stereo) Matthias Innmann, Kihwan Kim, Jinwei Gu, Matthias Niessner , [Charles Loop](/person/charles-loop), Marc Stamminger, [Jan Kautz](/person/jan-kautz) [IEEE Winter Conference on Applications of Computer Vision (WACV ’20)](https://wacv20.wacv.net/) [Domain Stylization: A Fast Covariance Matching Framework towards Domain Adaptation](/index.php/publication/2020-01_domain-stylization-fast-covariance-matching-framework-towards-domain-adaptation) Aysegul Dundar, [Ming-Yu Liu](/index.php/person/ming-yu-liu), [Zhiding Yu](/index.php/person/zhiding-yu), [Ting-Chun Wang](/index.php/person/ting-chun-wang), John Zedlewski, [Jan Kautz](/index.php/person/jan-kautz) [IEEE Transactions on Pattern Analysis and Machine Intelligence](https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=34) [Displacement-Invariant Cost Computation for Efficient Stereo Matching](/publication/2020-01_displacement-invariant-cost-computation-efficient-stereo-matching) Yiran Zhong, [Charles Loop](/person/charles-loop), [Wonmin Byeon](/person/wonmin-byeon), [Stan Birchfield](/person/stan-birchfield), Yuchao Dai, Kaihao Zhang, Alexey Kamenev, [Thomas Breuel](/person/thomas-breuel), Hongdong Li, [Jan Kautz](/person/jan-kautz) arXiv [Improving Deep Stereo Network Generalization with Geometric Priors](/publication/2020-01_improving-deep-stereo-network-generalization-geometric-priors) Jialiang Wang, Varun Jampani, Deqing Sun, [Charles Loop](/person/charles-loop), [Stan Birchfield](/person/stan-birchfield), [Jan Kautz](/person/jan-kautz) arXiv ### 2019 [Dance to Music](/publication/2019-12_dance-music) Hsin-Ying Lee, [Xiaodong Yang](/person/xiaodong-yang), [Ming-Yu Liu](/person/ming-yu-liu), [Ting-Chun Wang](/person/ting-chun-wang), Yu-Ding Lu, Ming-Hsuan Yang, [Jan Kautz](/person/jan-kautz) [NeurIPS](https://www.nips.cc) [Joint-task Self-supervised Learning for Temporal Correspondence ](/publication/2019-12_joint-task-self-supervised-learning-temporal-correspondence) Xueting Li, [Sifei Liu](/person/sifei-liu), [Shalini De Mello](/person/shalini-de-mello), Xiaolong Wang, [Jan Kautz](/person/jan-kautz), Ming-Hsuan Yang [Neural Information Processing Systems (NeurIPS) 2019](https://sites.google.com/view/uvc2019) [Few-Shot Video-to-Video Synthesis](/publication/2019-12_few-shot-video-video-synthesis) [Ting-Chun Wang](/person/ting-chun-wang), [Ming-Yu Liu](/person/ming-yu-liu), Andrew Tao, Guilin Liu, [Jan Kautz](/person/jan-kautz), Bryan Catanzaro [NeurIPS](https://www.nips.cc/) [Neural Inverse Rendering of an Indoor Scene from a Single Image](/index.php/publication/2019-10_neural-inverse-rendering-indoor-scene-single-image) Soumyadip Sengupta, Jinwei Gu, Kihwan Kim, Guilin Liu, David W. Jacobs, [Jan Kautz](/index.php/person/jan-kautz) [IEEE International Conference on Computer Vision (ICCV 2019)](http://iccv2019.thecvf.com/) [Few-Shot Adaptive Gaze Estimation ](/publication/2019-10_few-shot-adaptive-gaze-estimation) Seonwook Park, [Shalini De Mello](/person/shalini-de-mello), [Pavlo Molchanov](/person/pavlo-molchanov), [Umar Iqbal](/person/umar-iqbal), Otmar Hilliges, [Jan Kautz](/person/jan-kautz) [International Conference on Computer Vision (ICCV) 2019](http://iccv2019.thecvf.com/program/overview) Oral [Extreme View Synthesis](/publication/2019-10_extreme-view-synthesis) Inchang Choi, Orazio Gallo, Alejandro Troccoli, Min H. Kim, [Jan Kautz](/person/jan-kautz) [IEEE International Conference of Computer Vision](http://iccv2019.thecvf.com/) [Few-Shot Unsupervised Image-to-Image Translation](/publication/2019-10_few-shot-unsupervised-image-image-translation) [Ming-Yu Liu](/person/ming-yu-liu), Xun Huang, Arun Mallya, [Tero Karras](/person/tero-karras), [Timo Aila](/person/timo-aila), [Jaakko Lehtinen](/person/jaakko-lehtinen), [Jan Kautz](/person/jan-kautz) [ICCV](http://iccv2019.thecvf.com/) [SENSE: A Shared Encoder Network for Scene-flow Estimation](/index.php/publication/2019-10_sense-shared-encoder-network-scene-flow-estimation) Huaizu Jiang, Deqing Sun, Varun Jampani, Zhaoyang Lv, Erik Learned-Miller, [Jan Kautz](/index.php/person/jan-kautz) [International Conference in Computer Vision](http://iccv2019.thecvf.com) [Learning Propagation for Arbitrarily-Structured Data](/publication/2019-09_learning-propagation-arbitrarily-structured-data) [Sifei Liu](/person/sifei-liu), Xueting Li, Varun Jampani, [Shalini De Mello](/person/shalini-de-mello), [Jan Kautz](/person/jan-kautz) [International Conference on Computer Vision (ICCV) 2019](http://openaccess.thecvf.com/content_ICCV_2019/html/Liu_Learning_Propagation_for_Arbitrarily-Structured_Data_ICCV_2019_paper.htm) [Video Stitching for Linear Camera Arrays](/index.php/publication/2019-09_video-stitching-linear-camera-arrays) Wei-Sheng Lai, Orazio Gallo, [Jinwei Gu](/index.php/person/jinwei-gu), Deqing Sun, Ming-Hsuan Yang, [Jan Kautz](/index.php/person/jan-kautz) [British Machine Vision Conference](https://bmvc2019.org/) [Few-Shot Viewpoint Estimation](/index.php/publication/2019-09_few-shot-viewpoint-estimation) Hung-Yu Tseng, [Shalini De Mello](/index.php/person/shalini-de-mello), [Jonathan Tremblay](/index.php/person/jonathan-tremblay), [Sifei Liu](/index.php/person/sifei-liu), [Stan Birchfield](/index.php/person/stan-birchfield), Ming-Hsuan Yang, [Jan Kautz](/index.php/person/jan-kautz) [British Machine Vision Conference (BMVC) 2019](https://bmvc2019.org/programme/) [Neural RGB->D Sensing: Depth and Uncertainty from a Video Camera](/index.php/publication/2019-06_neural-rgb-d-sensing-depth-and-uncertainty-video-camera) Chao Liu, Jinwei Gu, Kihwan Kim, Srinivasa Narasimhan, [Jan Kautz](/index.php/person/jan-kautz) [IEEE CVPR 2019 (Oral)](http://cvpr2019.thecvf.com/) [Putting Humans in a Scene: Learning Affordance in 3D Indoor Environments](/publication/2019-06_putting-humans-scene-learning-affordance-3d-indoor-environments) Xueting Li, [Sifei Liu](/person/sifei-liu), Kihwan Kim, Xiaolong Wang, Ming-Hsuan Yang, [Jan Kautz](/person/jan-kautz) [CVPR 2019](https://sites.google.com/view/3d-affordance-cvpr19) [SCOPS: Self-Supervised Co-Part Segmentation](/publication/2019-06_scops-self-supervised-co-part-segmentation) Wei-Chih Hung, Varun Jampani, [Sifei Liu](/person/sifei-liu), [Pavlo Molchanov](/person/pavlo-molchanov), Ming-Hsuan Yang , [Jan Kautz](/person/jan-kautz) [CVPR 2019](https://varunjampani.github.io/scops/) [PlaneRCNN: 3D Plane Detection and Reconstruction from a Single Image](/index.php/publication/2019-06_planercnn-3d-plane-detection-and-reconstruction-single-image) Chen Liu, Kihwan Kim, Jinwei Gu, Yasutaka Furukawa, [Jan Kautz](/index.php/person/jan-kautz) [IEEE CVPR 2019 (Oral)](http://cvpr2019.thecvf.com/) [Joint Discriminative and Generative Learning for Person Re-identification](/publication/2019-06_joint-discriminative-and-generative-learning-person-re-identification) Zhedong Zheng, [Xiaodong Yang](/person/xiaodong-yang), [Zhiding Yu](/person/zhiding-yu), Liang Zheng, Yi Yang, [Jan Kautz](/person/jan-kautz) [IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2019](http://cvpr2019.thecvf.com/) [Pixel-Adaptive Convolutional Neural Networks](/index.php/publication/2019-06_pixel-adaptive-convolutional-neural-networks) Hang Su, Varun Jampani, Deqing Sun, Orazio Gallo, Erik-Learned Miller, [Jan Kautz](/index.php/person/jan-kautz) [Computer Vision and Pattern Recognition (CVPR), 2019](http://cvpr2019.thecvf.com) [STEP: Spatio-Temporal Progressive Learning for Video Action Detection](/index.php/publication/2019-06_step-spatio-temporal-progressive-learning-video-action-detection) Xitong Yang, [Xiaodong Yang](/index.php/person/xiaodong-yang), [Ming-Yu Liu](/index.php/person/ming-yu-liu), Fanyi Xiao, Larry Davis, [Jan Kautz](/index.php/person/jan-kautz) [CVPR](http://cvpr2019.thecvf.com/) [Importance Estimation for Neural Network Pruning](/publication/2019-06_importance-estimation-neural-network-pruning) [Pavlo Molchanov](/person/pavlo-molchanov), Arun Mallya, [Stephen Tyree](/person/stephen-tyree), [Iuri Frosio](/person/iuri-frosio), [Jan Kautz](/person/jan-kautz) CVPR2019 [Learning Linear Transformations for Fast Image and Video Style Transfer](/publication/2019-04_learning-linear-transformations-fast-image-and-video-style-transfer) Xueting Li, [Sifei Liu](/person/sifei-liu), Ming-Hsuan Yang, [Jan Kautz](/person/jan-kautz) [CVPR 2019](https://sites.google.com/view/linear-style-transfer-cvpr19) [Models Matter, So Does Training: An Empirical Study of CNNs for Optical Flow Estimation](/publication/2019-01_models-matter-so-does-training-empirical-study-cnns-optical-flow-estimation) Deqing Sun, [Xiaodong Yang](/person/xiaodong-yang), [Ming-Yu Liu](/person/ming-yu-liu), [Jan Kautz](/person/jan-kautz) [TPAMI](https://ieeexplore.ieee.org/document/8621052) [A Fusion Approach for Multi-Frame Optical Flow Estimation](/index.php/publication/2019-01_fusion-approach-multi-frame-optical-flow-estimation) Zhile Ren, Orazio Gallo, Deqing Sun, Ming-Hsuan Yang, Erik B. Sudderth, [Jan Kautz](/index.php/person/jan-kautz) [IEEE Winter conference of Applications of Computer Vision (WACV)](http://wacv19.wacv.net/) ### 2018 [Video-to-Video Synthesis](/index.php/publication/2018-12_video-video-synthesis) [Ting-Chun Wang](/index.php/person/ting-chun-wang), [Ming-Yu Liu](/index.php/person/ming-yu-liu), Jun-Yan Zhu, Guilin Liu, Andrew Tao, [Jan Kautz](/index.php/person/jan-kautz), Bryan Catanzaro [NIPS](https://arxiv.org/abs/1808.06601) [Context-aware Synthesis and Placement of Object Instances](/index.php/publication/2018-12_context-aware-synthesis-and-placement-object-instances) Donghoon Lee, [Sifei Liu](/index.php/person/sifei-liu), Jinwei Gu, [Ming-Yu Liu](/index.php/person/ming-yu-liu), Ming-Hsuan Yang, [Jan Kautz](/index.php/person/jan-kautz) NIPS [Statistical Nearest Neighbors for Image Denoising](/index.php/publication/2018-09_statistical-nearest-neighbors-image-denoising) [Iuri Frosio](/index.php/person/iuri-frosio), [Jan Kautz](/index.php/person/jan-kautz) [IEEE Transaction on Image Processing, Feb. 2019](https://ieeexplore.ieee.org/document/8463600) [Hand Pose Estimation via Latent 2.5 D Heatmap Regression](/publication/2018-09_hand-pose-estimation-latent-25-d-heatmap-regression) [Umar Iqbal](/person/umar-iqbal), [Pavlo Molchanov](/person/pavlo-molchanov), [Thomas Breuel](/person/thomas-breuel), Juergen Gall, [Jan Kautz](/person/jan-kautz) ECCV2018 [Tackling 3D ToF Artifacts Through Learning and the FLAT Dataset](/publication/2018-09_tackling-3d-tof-artifacts-through-learning-and-flat-dataset) Qi Guo, [Iuri Frosio](/person/iuri-frosio), Orazio Gallo, Todd Zickler, [Jan Kautz](/person/jan-kautz) [ECCV 2018](https://eccv2018.org/) [Separating Reflection and Transmission Images in the Wild](/index.php/publication/2018-09_separating-reflection-and-transmission-images-wild) Patrick Wieschollek, Orazio Gallo, [Jinwei Gu](/index.php/person/jinwei-gu), [Jan Kautz](/index.php/person/jan-kautz) European Conference of Computer Vision (ECCV) [Learning Rigidity in Dynamic Scenes with a Moving Camera for 3D Motion Field Estimation](/index.php/publication/2018-09_learning-rigidity-dynamic-scenes-moving-camera-3d-motion-field-estimation) Zhaoyang Lv, Kihwan Kim, Alejandro Troccoli, Deqing Sun, James M. Rehg, [Jan Kautz](/index.php/person/jan-kautz) [European Conference on Computer Vision (ECCV 2018)](https://eccv2018.org/) [HGMR: Hierarchical Gaussian Mixtures for Adaptive 3D Registration](/publication/2018-09_hgmr-hierarchical-gaussian-mixtures-adaptive-3d-registration) Ben Eckart, Kihwan Kim, [Jan Kautz](/person/jan-kautz) [European Conference on Computer Vision (ECCV 2018)](https://eccv2018.org/) [Simultaneous Edge Alignment and Learning](/index.php/publication/2018-09_simultaneous-edge-alignment-and-learning) [Zhiding Yu](/index.php/person/zhiding-yu), Weiyang Liu, Yang Zou, Chen Feng, Srikumar Ramalingam, B. V. K. Vijaya Kumar, [Jan Kautz](/index.php/person/jan-kautz) [European Conference on Computer Vision (ECCV) 2018](https://eccv2018.org/) [A Closed-form Solution to Photorealistic Image Stylization](/index.php/publication/2018-09_closed-form-solution-photorealistic-image-stylization) Yijun Li, [Ming-Yu Liu](/index.php/person/ming-yu-liu), Xueting Li, Ming-Hsuan Yang, [Jan Kautz](/index.php/person/jan-kautz) [ECCV](http://arxiv.org/abs/1802.06474) [Multimodal Unsupervised Image-to-Image Translation](/index.php/publication/2018-09_multimodal-unsupervised-image-image-translation) Xun Huang, [Ming-Yu Liu](/index.php/person/ming-yu-liu), Serge Belongie, [Jan Kautz](/index.php/person/jan-kautz) [ECCV](https://arxiv.org/abs/1804.04732) [EOE: Expected Overlap Estimation over Unstructured Point Cloud Data](/index.php/publication/2018-09_eoe-expected-overlap-estimation-over-unstructured-point-cloud-data) Ben Eckart, Kihwan Kim, [Jan Kautz](/index.php/person/jan-kautz) [International Conference on 3D Vision (3DV) 2018](http://3dv18.uniud.it/) [Superpixel Sampling Networks](/index.php/publication/2018-09_superpixel-sampling-networks) Varun Jampani, Deqing Sun, [Ming-Yu Liu](/index.php/person/ming-yu-liu), Ming-Hsuan Yang, [Jan Kautz](/index.php/person/jan-kautz) [European Conference on Computer Vision (ECCV), 2018](http://eccv2018.org) [Light-weight Head Pose Invariant Gaze Tracking ](/index.php/publication/2018-06_light-weight-head-pose-invariant-gaze-tracking) Rajeev Ranjan, [Shalini De Mello](/index.php/person/shalini-de-mello), [Jan Kautz](/index.php/person/jan-kautz) [IEEE Computer Vision and Pattern Recognition Workshop (CVPRW) 2018](http://cvpr2018.thecvf.com/program/workshops) Best Paper (runner up) Workshop on Analysis and Modeling of Faces and Gestures [Learning Superpixels with Segmentation-Aware Affinity Losse](/index.php/publication/2018-06_learning-superpixels-segmentation-aware-affinity-losse) Wei-Chih Tu, [Ming-Yu Liu](/index.php/person/ming-yu-liu), Varun Jampani, Deqing Sun, Shao-Yi Chien, Ming-Hsuan Yang, [Jan Kautz](/index.php/person/jan-kautz) [CVPR](https://ieeexplore.ieee.org/document/8578164) [MoCoGAN: Decomposing Motion and Content for Video Generation](/index.php/publication/2018-06_mocogan-decomposing-motion-and-content-video-generation) Sergey Tulyakov, [Ming-Yu Liu](/index.php/person/ming-yu-liu), [Xiaodong Yang](/index.php/person/xiaodong-yang), [Jan Kautz](/index.php/person/jan-kautz) [CVPR](https://arxiv.org/abs/1707.04993) [Improving Landmark Localization with Semi-Supervised Learning](/publication/2018-06_improving-landmark-localization-semi-supervised-learning) Sina Honari, [Pavlo Molchanov](/person/pavlo-molchanov), [Stephen Tyree](/person/stephen-tyree), Pascal Vincent, Christopher Pal, [Jan Kautz](/person/jan-kautz) [CVPR](http://cvpr2018.thecvf.com) [Super SloMo: High Quality Estimation of Multiple Intermediate Frames for Video Interpolation](/index.php/publication/2018-06_super-slomo-high-quality-estimation-multiple-intermediate-frames-video) Huaizu Jiang, Deqing Sun, Varun Jampani, Ming-Hsuan Yang, Erik Learned-Miller, [Jan Kautz](/index.php/person/jan-kautz) [CVPR 2018](http://cvpr2018.thecvf.com/) [Depth-Based 3D Hand Pose Estimation: From Current Achievements to Future Goals](/publication/2018-06_depth-based-3d-hand-pose-estimation-current-achievements-future-goals) Shanxin Yuan, Guillermo Garcia-Hernando, Bjorn Stenger, [Pavlo Molchanov](/person/pavlo-molchanov), [Jan Kautz](/person/jan-kautz), Sina Honari [Conference on Computer Vision and Pattern Recognition](http://cvpr2018.thecvf.com) [Geometry-Aware Learning of Maps for Camera Localization](/index.php/publication/2018-06_geometry-aware-learning-maps-camera-localization) Samarth Brahmbhatt, [Jinwei Gu](/index.php/person/jinwei-gu), Kihwan Kim, James Hays, [Jan Kautz](/index.php/person/jan-kautz) [CVPR 2018 (Spotlight)](http://cvpr2018.thecvf.com/) [Deep Semantic Face Deblurring](/index.php/publication/2018-06_deep-semantic-face-deblurring) Ziyi Shen, Wei-Sheng Lai, Tingfa Xu, [Jan Kautz](/index.php/person/jan-kautz), Ming-Hsuan Yang [IEEE Computer Vision and Pattern Recognition (CVPR)](http://cvpr2018.thecvf.com) [High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs](/index.php/publication/2018-06_high-resolution-image-synthesis-and-semantic-manipulation-conditional-gans) [Ting-Chun Wang](/index.php/person/ting-chun-wang), [Ming-Yu Liu](/index.php/person/ming-yu-liu), Jun-Yan Zhu, Andrew Tao, [Jan Kautz](/index.php/person/jan-kautz), Bryan Catanzaro [CVPR](https://arxiv.org/abs/1711.11585) [PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume](/index.php/publication/2018-06_pwc-net-cnns-optical-flow-using-pyramid-warping-and-cost-volume) Deqing Sun, [Xiaodong Yang](/index.php/person/xiaodong-yang), [Ming-Yu Liu](/index.php/person/ming-yu-liu), [Jan Kautz](/index.php/person/jan-kautz) [CVPR](http://cvpr2018.thecvf.com/) [SPLATNet: Sparse Lattice Networks for Point Cloud Processing](/publication/2018-06_splatnet-sparse-lattice-networks-point-cloud-processing) Hang Su, Varun Jampani, Deqing Sun, Subhransu Maji, Evangelos Kalogerakis, Ming-Hsuan Yang, [Jan Kautz](/person/jan-kautz) [CVPR 2018 (oral)](http://cvpr2018.thecvf.com/) [Making Convolutional Networks Recurrent for Visual Sequence Learning](/index.php/publication/2018-06_making-convolutional-networks-recurrent-visual-sequence-learning) [Xiaodong Yang](/index.php/person/xiaodong-yang), [Pavlo Molchanov](/index.php/person/pavlo-molchanov), [Jan Kautz](/index.php/person/jan-kautz) [IEEE Conference on Computer Vision and Pattern Recognition (CVPR)](http://xiaodongyang.org/publications/papers/prernn-cvpr18.pdf) [Synthetically Trained Neural Networks for Learning Human-Readable Plans from Real-World Demonstrations ](/index.php/publication/2018-05_synthetically-trained-neural-networks-learning-human-readable-plans-real-world) [Jonathan Tremblay](/index.php/person/jonathan-tremblay), Thang To, Artem Molchanov, [Stephen Tyree](/index.php/person/stephen-tyree), [Jan Kautz](/index.php/person/jan-kautz), [Stan Birchfield](/index.php/person/stan-birchfield) [IEEE International Conference on Robotics and Automation (ICRA) 2018](https://icra2018.org/) [Reblur2Deblur: Deblurring Videos via Self-Supervised Learning](/index.php/publication/2018-05_reblur2deblur-deblurring-videos-self-supervised-learning) Huaijin Chen, [Jinwei Gu](/index.php/person/jinwei-gu), Orazio Gallo, [Ming-Yu Liu](/index.php/person/ming-yu-liu), Ashok Veeraraghavan, [Jan Kautz](/index.php/person/jan-kautz) [IEEE International Conference on Computational Photography (ICCP)](http://iccp2018.ece.cmu.edu/) [IamNN: Iterative and Adaptive Mobile Neural Network for Efficient Image Classification](/index.php/publication/2018-04_iamnn-iterative-and-adaptive-mobile-neural-network-efficient-image) Sam Leroux, [Pavlo Molchanov](/index.php/person/pavlo-molchanov), Pieter Simoens, Bart Dhoedt, [Thomas Breuel](/index.php/person/thomas-breuel), [Jan Kautz](/index.php/person/jan-kautz) [International Conference on Learning Representations, Workshop](https://iclr.cc) [Learning Binary Residual Representations for Domain-specific Video Streaming](/index.php/publication/2018-02_learning-binary-residual-representations-domain-specific-video-streaming) Yi-Hsuan Tsai, [Ming-Yu Liu](/index.php/person/ming-yu-liu), Deqing Sun, Ming-Hsuan Yang, [Jan Kautz](/index.php/person/jan-kautz) [AAAI](https://aaai.org/Conferences/AAAI-18/) [Learning Adaptive Parameter Tuning for Image Processing](/index.php/publication/2018-01_learning-adaptive-parameter-tuning-image-processing) Jingming Dong, [Iuri Frosio](/index.php/person/iuri-frosio), [Jan Kautz](/index.php/person/jan-kautz) [Electronic Imaging 2018, Image Processing: Algorithms and Systems XVI, Burlinga…](https://arxiv.org/abs/1610.09414v2) ### 2017 [Sim-to-Real Transfer of Accurate Grasping with Eye-In-Hand Observations and Continuous Control](/index.php/publication/2017-12_sim-real-transfer-accurate-grasping-eye-hand-observations-and-continuous) Mengyuan Yan, [Iuri Frosio](/index.php/person/iuri-frosio), [Stephen Tyree](/index.php/person/stephen-tyree), [Jan Kautz](/index.php/person/jan-kautz) [NIPS 2017 Workshop on Acting and Interacting in the Real World: Challenges in …](https://sites.google.com/view/nips17robotlearning/home) [On Nearest Neighbors in Non Local Means Denoising](/publication/2017-12_nearest-neighbors-non-local-means-denoising) [Iuri Frosio](/person/iuri-frosio), [Jan Kautz](/person/jan-kautz) [Neural Information Processing Systems (NIPS) 2017 Workshop on Nearest Neighbors…](https://nn2017.mit.edu/) [Unsupervised Image-to-Image Translation Networks](/index.php/publication/2017-12_unsupervised-image-image-translation-networks) [Ming-Yu Liu](/index.php/person/ming-yu-liu), [Thomas Breuel](/index.php/person/thomas-breuel), [Jan Kautz](/index.php/person/jan-kautz) [NIPS](https://nips.cc/) [Learning Affinity via Spatial Propagation Networks ](/publication/2017-12_learning-affinity-spatial-propagation-networks) [Sifei Liu](/person/sifei-liu), [Shalini De Mello](/person/shalini-de-mello), [Jinwei Gu](/person/jinwei-gu), Guangyu Zhong, Ming-Hsuan Yang, [Jan Kautz](/person/jan-kautz) [Conference on Neural Information Processing Systems (NIPS) 2017](https://nips.cc/) [Intrinsic3D: High-Quality 3D Reconstruction by Joint Appearance and Geometry Optimization with Spatially-Varying Lighting](/index.php/publication/2017-10_intrinsic3d-high-quality-3d-reconstruction-joint-appearance-and-geometry) Robert Maier, Kihwan Kim, Daniel Cremers, [Jan Kautz](/index.php/person/jan-kautz), Matthias Nießner [IEEE International Conference on Computer Vision (ICCV 2017)](http://iccv2017.thecvf.com/) [A Lightweight Approach for On-the-Fly Reflectance Estimation](/index.php/publication/2017-10_lightweight-approach-fly-reflectance-estimation) Kihwan Kim, [Jinwei Gu](/index.php/person/jinwei-gu), [Stephen Tyree](/index.php/person/stephen-tyree), [Pavlo Molchanov](/index.php/person/pavlo-molchanov), Matthias Nießner, [Jan Kautz](/index.php/person/jan-kautz) [IEEE International Conference on Computer Vision (ICCV 2017)](http://iccv2017.thecvf.com/) [Cascaded Scene Flow Prediction using Semantic Segmentation](/index.php/publication/2017-10_cascaded-scene-flow-prediction-using-semantic-segmentation) Zhile Ren, Deqing Sun, [Jan Kautz](/index.php/person/jan-kautz), Erik B. Sudderth International Conference on 3D Vision [Multiframe Scene Flow with Piecewise Rigid Motion](/index.php/publication/2017-10_multiframe-scene-flow-piecewise-rigid-motion) Vladislav Golyanik, Kihwan Kim, Robert Maier, Matthias Nießner, Didier Stricker, [Jan Kautz](/index.php/person/jan-kautz) [IEEE International Conference on 3D Vision (3DV 2017)](http://www.3dv.org) [Mixed-primary Factorization for Dual-frame Computational Displays](/index.php/publication/2017-07_mixed-primary-factorization-dual-frame-computational-displays) Fu-Chung Huang, David Pajak, [Jonghyun Kim](/index.php/person/jonghyun-kim), [Jan Kautz](/index.php/person/jan-kautz), [David Luebke](/index.php/person/david-luebke) ACM SIGGRAPH [Dynamic Facial Analysis: From Bayesian Filtering to Recurrent Neural Network](/index.php/publication/2017-07_dynamic-facial-analysis-bayesian-filtering-recurrent-neural-network) [Jinwei Gu](/index.php/person/jinwei-gu), [Xiaodong Yang](/index.php/person/xiaodong-yang), [Shalini De Mello](/index.php/person/shalini-de-mello), [Jan Kautz](/index.php/person/jan-kautz) [IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2017](http://cvpr2017.thecvf.com/) [Computational Zoom: A Framework for Post-Capture Image Composition](/index.php/publication/2017-07_computational-zoom-framework-post-capture-image-composition) Abhishek Badki, Orazio Gallo, [Jan Kautz](/index.php/person/jan-kautz), Pradeep Sen [ACM SIGGRAPH](http://dl.acm.org/citation.cfm?id=J778&CFID=934261544&CFTOKEN=17503555) [Reconstructing Intensity Images from Binary Spatial Gradient Cameras](/index.php/publication/2017-07_reconstructing-intensity-images-binary-spatial-gradient-cameras) Suren Jayasuriya, Orazio Gallo, [Jinwei Gu](/index.php/person/jinwei-gu), [Timo Aila](/index.php/person/timo-aila), [Jan Kautz](/index.php/person/jan-kautz) [IEEE Workshop on Embedded Vision (CVPR)](http://cvisioncentral.com/promotion/evw2017/) [Polarimetric Multi-view Stereo](/index.php/publication/2017-07_polarimetric-multi-view-stereo) Zhaopeng Cui, [Jinwei Gu](/index.php/person/jinwei-gu), Boxin Shi, Ping Tan, [Jan Kautz](/index.php/person/jan-kautz) [IEEE CVPR 2017](http://cvpr2017.thecvf.com/) [Pruning Convolutional Neural Networks for Resource Efficient Inference](/publication/2017-04_pruning-convolutional-neural-networks-resource-efficient-inference) [Pavlo Molchanov](/person/pavlo-molchanov), [Stephen Tyree](/person/stephen-tyree), [Tero Karras](/person/tero-karras), [Timo Aila](/person/timo-aila), [Jan Kautz](/person/jan-kautz) [International Conference on Learning Representations (ICLR 2017)](https://openreview.net/forum?id=SJGCiw5gl¬eId=SJGCiw5gl) [Reinforcement Learning through Asynchronous Advantage Actor-Critic on a GPU](/index.php/publication/2017-04_reinforcement-learning-through-asynchronous-advantage-actor-critic-gpu) [Iuri Frosio](/index.php/person/iuri-frosio), [Stephen Tyree](/index.php/person/stephen-tyree), [Jason Clemons](/index.php/person/jason-clemons), [Jan Kautz](/index.php/person/jan-kautz), Mohammad Babaeizadeh [Proceeding of ICLR 2017](https://openreview.net/pdf?id=r1VGvBcxl) [Loss Functions for Image Restoration with Neural Networks](/index.php/publication/2017-03_loss-functions-image-restoration-neural-networks) Hang Zhao, Orazio Gallo, [Iuri Frosio](/index.php/person/iuri-frosio), [Jan Kautz](/index.php/person/jan-kautz) [IEEE Transactions on Computational Imaging](http://ieeexplore.ieee.org/document/7797130/) ### 2016 [Reinforcement Learning through Asynchronous Advantage Actor-Critic on a GPU](/publication/2016-11_reinforcement-learning-through-asynchronous-advantage-actor-critic-gpu) Mohammad Babaeizadeh, [Iuri Frosio](/person/iuri-frosio), [Stephen Tyree](/person/stephen-tyree), [Jason Clemons](/person/jason-clemons), [Jan Kautz](/person/jan-kautz) [arXiv](https://arxiv.org/abs/1611.06256) [Multilayer and Multimodal Fusion of Deep Neural Networks for Video Classification](/publication/2016-10_multilayer-and-multimodal-fusion-deep-neural-networks-video-classification) [Xiaodong Yang](/person/xiaodong-yang), [Pavlo Molchanov](/person/pavlo-molchanov), [Jan Kautz](/person/jan-kautz) [ACM Multimedia](http://www.acmmm.org/2016/) [Towards Selecting Robust Hand Gestures for Automotive Interfaces](/index.php/publication/2016-06_towards-selecting-robust-hand-gestures-automotive-interfaces-0) [Shalini Gupta](/index.php/person/shalini-de-mello), [Pavlo Molchanov](/index.php/person/pavlo-molchanov), Xiaodong Yang, [Stephen Tyree](/index.php/person/stephen-tyree), [Jan Kautz](/index.php/person/jan-kautz) [IEEE Intelligent Vehicles Symposium (IV) 2016](http://iv2016.org/) [Accelerated Generative Models for 3D Point Cloud Data](/index.php/publication/2016-06_accelerated-generative-models-3d-point-cloud-data) Ben Eckart, Kihwan Kim, Alejandro Troccoli, Alonzo Kelly, [Jan Kautz](/index.php/person/jan-kautz) [IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2016](http://cvpr2016.thecvf.com/) [Towards Selecting Robust Hand Gestures for Automotive Interfaces ](/publication/2016-06_towards-selecting-robust-hand-gestures-automotive-interfaces) Shalini Gupta, [Pavlo Molchanov](/person/pavlo-molchanov), [Xiaodong Yang](/person/xiaodong-yang), Kihwan Kim, [Stephen Tyree](/person/stephen-tyree), [Jan Kautz](/person/jan-kautz) [IEEE Intelligent Vehicles Symposium](http://iv2016.org/) [Online Detection and Classification of Dynamic Hand Gestures with Recurrent 3D Convolutional Neural Networks ](/publication/2016-06_online-detection-and-classification-dynamic-hand-gestures-recurrent-3d) [Pavlo Molchanov](/person/pavlo-molchanov), [Xiaodong Yang](/person/xiaodong-yang), [Shaline Gupta](/person/shalini-de-mello), Kihwan Kim, [Stephen Tyree](/person/stephen-tyree), [Jan Kautz](/person/jan-kautz) [IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2016](http://cvpr2016.thecvf.com/) ### 2015 [Robust Model-based 3D Head Pose Estimation](/publication/2015-12_robust-model-based-3d-head-pose-estimation) Gregory P Meyer, [Shalini Gupta](/person/shalini-de-mello), [Iuri Frosio](/person/iuri-frosio), Dikpal Reddy, [Jan Kautz](/person/jan-kautz) [IEEE International Conference on Computer Vision (ICCV) 2015](http://pamitc.org/iccv15/) [MLMD: Maximum Likelihood Mixture Decoupling for Fast and Accurate Point Cloud Registration](/index.php/publication/2015-10_mlmd-maximum-likelihood-mixture-decoupling-fast-and-accurate-point-cloud) Ben Eckart, Kihwan Kim, Alejandro Troccoli, Alonzo Kelly, [Jan Kautz](/index.php/person/jan-kautz) [IEEE International Conference on 3D Vision (3DV2015)](http://www.3dv.org/) [An Adaptive Acceleration Structure for Screen-space Ray Tracing](/publication/2015-08_adaptive-acceleration-structure-screen-space-ray-tracing) [Jan Kautz](/person/jan-kautz), Sven Widmer, Dawid Pajak, Andre Schulz, Kari Pulli, Michael Goesele, [David Luebke](/person/david-luebke) [High-Performance Graphics](http://www.highperformancegraphics.org/2015/) [Filtering Environment Illumination for Interactive Physically-Based Rendering in Mixed Reality](/publication/2015-06_filtering-environment-illumination-interactive-physically-based-rendering-mixed) Soham Uday Mehta, Kihwan Kim, Dawid Pajak, Kari Pulli, [Jan Kautz](/person/jan-kautz), Ravi Ramamoorthi [Eurographics Symposium on Rendering (EGSR 2015)](http://egsr2015.gcc.tu-darmstadt.de/) [Hand Gesture Recognition with 3D Convolutional Neural Networks ](/index.php/publication/2015-06_hand-gesture-recognition-3d-convolutional-neural-networks) [Pavlo Molchanov](/index.php/person/pavlo-molchanov), [Shalini Gupta](/index.php/person/shalini-de-mello), Kihwan Kim, [Jan Kautz](/index.php/person/jan-kautz) [IEEE Computer Vision and Pattern Recognition Workshop (CVPRW) 2015](http://www.pamitc.org/cvpr15/) Winner (1st place) Hand Gesture Recognition Challenge [Locally Non-rigid Registration for Mobile HDR Photography](/publication/2015-06_locally-non-rigid-registration-mobile-hdr-photography) Orazio Gallo, Alejandro Troccoli, Jun Hu, Kari Pulli, [Jan Kautz](/person/jan-kautz) [IEEE Computer Vision and Pattern Recognition (CVPR 2015) Embedded Vision Worksh…](http://www.pamitc.org/cvpr15/) [Slim near eye display using pinhole aperture arrays](/index.php/publication/2015-03_slim-near-eye-display-using-pinhole-aperture-arrays) Kaan Akşit, [Jan Kautz](/index.php/person/jan-kautz), [David Luebke](/index.php/person/david-luebke) [Applied Optics](http://www.opticsinfobase.org/ao/upcoming_pdf.cfm?id=228663) ### 2014 [FlexISP: A Flexible Camera Image Processing Framework](/index.php/publication/2014-12_flexisp-flexible-camera-image-processing-framework) Felix Heide, Markus Steinberger, Yun-Ta Tsai, Mushfiqur Rouf, Dawid Pająk, Dikpal Reddy, Orazio Gallo, Jing Liu, Wolfgang Heidrich, Karen Egiazarian, [Jan Kautz](/index.php/person/jan-kautz), Kari Pulli [Proc. ACM SIGGRAPH Asia](http://sa2014.siggraph.org/en/) [Cascaded Displays: Spatiotemporal Superresolution using Offset Pixel Layers](/index.php/publication/2014-08_cascaded-displays-spatiotemporal-superresolution-using-offset-pixel-layers) Felix Heide, Douglas Lanman, Dikpal Reddy, [Jan Kautz](/index.php/person/jan-kautz), Kari Pulli, [David Luebke](/index.php/person/david-luebke) [ACM Transactions on Graphics (Proceedings of SIGGRAPH)](http://s2014.siggraph.org)