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Computer Vision

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2025

Radiance Surfaces: Optimizing Surface Representations with a 5D Radiance Field Loss

Ziyi Zhang, Nicolas Roussel, Thomas Müller, Tizian Zeltner, Merlin Nimier-David, Fabrice Rousselle, Wenzel Jakob

SIGGRAPH

GRS: Generating robotic simulation tasks from real-world images

Alex Zook, Josef Spjut, Jonathan Tremblay

CVPR

MambaVision: A Hybrid Mamba-Transformer Vision Backbone

Ali Hatamizadeh, Jan Kautz

CVPR

LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Yukang Chen, Fuzhao Xue, Dacheng Li, Qinghao Hu, Ligeng Zhu, Xiuyu Li, Yunhao Fang, Haotian Tang, Shang Yang, Zhijian Liu, Ethan He, Hongxu Yin, Pavlo Molchanov, Jan Kautz, Linxi Fan, Yuke Zhu, Yao Lu (Jason), Song Han

ICLR

LLaMA-Mesh: Unifying 3D Mesh Generation with Language Models

Zhengyi Wang, Jonathan Lorraine, Yikai Wang, Hang Su, Jun Zhu, Sanja Fidler, Xiaohui Zeng

Multi-student Diffusion Distillation for Better One-step Generators

Yanke Song, Jonathan Lorraine, Weili Nie, Karsten Kreis, James Lucas

ICML

Spatio-Temporal Context Prompting for Zero-Shot Action Detection

Wei-Jhe Huang, Min-Hung Chen, Shang-Hong Lai

Semantic Prompt Learning for Weakly-Supervised Semantic Segmentation

Ci-Siang Lin, Chien-Yi Wang, Frank Wang, Min-Hung Chen

CorrFill: Enhancing Faithfulness in Reference-based Inpainting with Correspondence Guidance in Diffusion Models

Kuan-Hung Liu, Cheng-Kun Yang, Min-Hung Chen, Yu-Lun Liu, Yen-Yu Lin

2016

A Patch Memory System For Image Processing and Computer Vision.

Jason Clemons, Chih-Chi Cheng, Iuri Frosio, Daniel Johnson, Steve Keckler

Multilayer and Multimodal Fusion of Deep Neural Networks for Video Classification

Xiaodong Yang, Pavlo Molchanov, Jan Kautz

Learning to generalize to new compositions in image understanding

Yuval Atzmon, Jonathan Berant, Vahid Kezami, Amir Globerson, Gal Chechik

Reflectance Modeling by Neural Texture Synthesis

Miika Aittala, Timo Aila, Jaakko Lehtinen

Online Detection and Classification of Dynamic Hand Gestures with Recurrent 3D Convolutional Neural Networks

Pavlo Molchanov, Xiaodong Yang, Shaline Gupta, Kihwan Kim, Stephen Tyree, Jan Kautz

Accelerated Generative Models for 3D Point Cloud Data

Ben Eckart, Kihwan Kim, Alejandro Troccoli, Alonzo Kelly, Jan Kautz