Publications | Research

2018

Hand Pose Estimation via Latent 2.5 D Heatmap Regression

Umar Iqbal, Pavlo Molchanov, Thomas Breuel, Juergen Gall, Jan Kautz

CRUM: Checkpoint-Restart Support for CUDA's Unified Memory

Rohan Garg, Apoorve Mohan, Michael B. Sullivan, Gene Cooperman

Tackling 3D ToF Artifacts Through Learning and the FLAT Dataset

Qi Guo, Iuri Frosio, Orazio Gallo, Todd Zickler, Jan Kautz

FocusAR: Auto-focus Augmented Reality Eyeglasses for both Real World and Virtual Imagery

Praneeth Chakravarthula, David Dunn, Kaan Akşit, Henry Fuchs

Separating Reflection and Transmission Images in the Wild

Patrick Wieschollek, Orazio Gallo, Jinwei Gu, Jan Kautz

ECCV

Learning Rigidity in Dynamic Scenes with a Moving Camera for 3D Motion Field Estimation

Zhaoyang Lv, Kihwan Kim, Alejandro Troccoli, Deqing Sun, James M. Rehg, Jan Kautz

Domain Adaptation for Semantic Segmentation via Class-Balanced Self-Training

Yang Zou, Zhiding Yu, B. V. K. Vijaya Kumar, Jinsong Wang

Image Inpainting for Irregular Holes Using Partial Convolutions

Guilin Liu, Fitsum A. Reda, Kevin Shih, Ting-Chun Wang, Andrew Tao, Bryan Catanzaro

Simultaneous Edge Alignment and Learning

Zhiding Yu, Weiyang Liu, Yang Zou, Chen Feng, Srikumar Ramalingam, B. V. K. Vijaya Kumar, Jan Kautz

HGMR: Hierarchical Gaussian Mixtures for Adaptive 3D Registration

Ben Eckart, Kihwan Kim, Jan Kautz

Switchable Temporal Propagation Network

Sifei Liu, Guangyu Zhong, Shalini De Mello, Jinwei Gu, Varun Jampani

Multimodal Unsupervised Image-to-Image Translation

Xun Huang, Ming-Yu Liu, Serge Belongie, Jan Kautz

A Closed-form Solution to Photorealistic Image Stylization

Yijun Li, Ming-Yu Liu, Xueting Li, Ming-Hsuan Yang, Jan Kautz

EOE: Expected Overlap Estimation over Unstructured Point Cloud Data

Ben Eckart, Kihwan Kim, Jan Kautz

3D MRI Brain Tumor Segmentation Using Autoencoder Regularization

Andriy Myronenko

Superpixel Sampling Networks

Varun Jampani, Deqing Sun, Ming-Yu Liu, Ming-Hsuan Yang, Jan Kautz

Machine Learning and Rendering

Alex Keller, Jaroslav Křivánek, Jan Novák, Anton Kaplanyan, Marco Salvi

Slang: Language Mechanisms for Extensible Real-time Shading Systems

Yong He, Theresa Foley, Kayvon Fatahalian

Steerable application-adaptive near eye displays

Kishore Rathinavel, Praneeth Chakravarthula, Kaan Akşit, Josef Spjut, Ben Boudaoud, Turner Whitted, David Luebke, Henry Fuchs

Towards Virtual Reality Infinite Walking: Dynamic Saccadic Redirection

Qi Sun, Anjul Patney, Li-Yi Wei, Omer Shapira, Jingwan Lu, Paul Asente, Suwen Zhu, Morgan McGuire, David Luebke, Arie Kaufman

Adaptive Temporal Antialiasing

Adam Marrs, Josef Spjut, Holger Gruen, Rahul Sathe, Morgan McGuire

Correlation-Aware Semi-Analytic Visibility for Antialiased Rendering

Cyril Crassin, Chris Wyman, Morgan McGuire, Aaron Lefohn

Phantom Ray-Hair Intersector

Alexander Reshetov, David Luebke

Region Growing Curriculum Generation for Reinforcement Learning

Artem Molchanov, Karol Hausman, Stan Birchfield, Gaurav Sukhatme

Noise2Noise: Learning Image Restoration without Clean Data

Jaakko Lehtinen, Jacob Munkberg, Jon Hasselgren, Samuli Laine, Tero Karras, Miika Aittala, Timo Aila

What Your DRAM Power Models Are Not Telling You: Lessons from a Detailed Experimental Study

Saugata Ghose, Abdullah Giray Yağlıkçı, Raghav Gupta, Donghyuk Lee, Kais Kudrolli, William X. Liu, Hasan Hassan, Kevin K. Chang, Niladrish Chatterjee, Aditya Agrawal, Mike O'Connor, Onur Mutlu

Approximate svBRDF Estimation From Mobile Phone Video

Rachel Albert, Dorian Yao Chan, Dan B Goldman, James F. O'Brien

Modeling Soft Error Propagation in Programs

Guanpeng Li, Karthik Pattabiraman, Siva Hari, Michael B. Sullivan, Timothy Tsai

Hamartia: A Fast and Accurate Error Injection Framework

Chun-Kai Chang, Sangkug Lym, Nicholas Kelly, Michael B. Sullivan, Mattan Erez

A Modular Digital VLSI Flow for High-Productivity SoC Design

Brucek Khailany, Evgeni Krimer, Rangharajan Venkatesan, Jason Clemons, Joel Emer, Matt Fojtik, Alicia Klinefelter, Michael Pellauer, Nathaniel Pinckney, Sophia Shao, Shreesha Srinath, Christopher Torng, Sam (Likun) Xi, Yanqing Zhang, Brian Zimmer

Light-weight Head Pose Invariant Gaze Tracking

Rajeev Ranjan, Shalini De Mello, Jan Kautz

Best Paper (runner up) Workshop on Analysis and Modeling of Faces and Gestures

What Your DRAM Power Models Aren’t Telling You: Lessons from a Detailed Experimental Study

Saugata Ghose, Abdullah Giray Yağlıkçı, Raghav Gupta, Donghyuk Lee, Kais Kudrolli, William X. Liu, Hasan Hassan, Kevin Chang, Niladrish Chatterjee, Aditya Agrawal, Mike O'Connor, Onur Mutlu