Kautz, Jan

138 publications

ICCV 2025 AdaHuman: Animatable Detailed 3D Human Generation with Compositional Multiview Diffusion Yangyi Huang, Ye Yuan, Xueting Li, Jan Kautz, Umar Iqbal

CVPR 2025 Argus: Vision-Centric Reasoning with Grounded Chain-of-Thought Yunze Man, De-An Huang, Guilin Liu, Shiwei Sheng, Shilong Liu, Liang-Yan Gui, Jan Kautz, Yu-Xiong Wang, Zhiding Yu

CoRL 2025 DreamGen: Unlocking Generalization in Robot Learning Through Video World Models Joel Jang, Seonghyeon Ye, Zongyu Lin, Jiannan Xiang, Johan Bjorck, Yu Fang, Fengyuan Hu, Spencer Huang, Kaushil Kundalia, Yen-Chen Lin, Loïc Magne, Ajay Mandlekar, Avnish Narayan, You Liang Tan, Guanzhi Wang, Jing Wang, Qi Wang, Yinzhen Xu, Xiaohui Zeng, Kaiyuan Zheng, Ruijie Zheng, Ming-Yu Liu, Luke Zettlemoyer, Dieter Fox, Jan Kautz, Scott Reed, Yuke Zhu, Linxi Fan

NeurIPS 2025 Eagle 2.5: Boosting Long-Context Post-Training for Frontier Vision-Language Models Guo Chen, Zhiqi Li, Shihao Wang, Jindong Jiang, Yicheng Liu, Lidong Lu, De-An Huang, Wonmin Byeon, Matthieu Le, Max Ehrlich, Tong Lu, Limin Wang, Bryan Catanzaro, Jan Kautz, Andrew Tao, Zhiding Yu, Guilin Liu

ICLR 2025 Eagle: Exploring the Design Space for Multimodal LLMs with Mixture of Encoders Min Shi, Fuxiao Liu, Shihao Wang, Shijia Liao, Subhashree Radhakrishnan, Yilin Zhao, De-An Huang, Hongxu Yin, Karan Sapra, Yaser Yacoob, Humphrey Shi, Bryan Catanzaro, Andrew Tao, Jan Kautz, Zhiding Yu, Guilin Liu

NeurIPS 2025 Efficient Hybrid Language Model Compression Through Group-Aware SSM Pruning Ali Taghibakhshi, Sharath Turuvekere Sreenivas, Saurav Muralidharan, Marcin Chochowski, Yashaswi Karnati, Raviraj Bhuminand Joshi, Ameya Sunil Mahabaleshwarkar, Zijia Chen, Yoshi Suhara, Oluwatobi Olabiyi, Daniel Korzekwa, Mostofa Patwary, Mohammad Shoeybi, Jan Kautz, Bryan Catanzaro, Ashwath Aithal, Nima Tajbakhsh, Pavlo Molchanov

CoRL 2025 FLARE: Robot Learning with Implicit World Modeling Ruijie Zheng, Jing Wang, Scott Reed, Johan Bjorck, Yu Fang, Fengyuan Hu, Joel Jang, Kaushil Kundalia, Zongyu Lin, Loïc Magne, Avnish Narayan, You Liang Tan, Guanzhi Wang, Qi Wang, Jiannan Xiang, Yinzhen Xu, Seonghyeon Ye, Jan Kautz, Furong Huang, Yuke Zhu, Linxi Fan

CVPR 2025 FoundationStereo: Zero-Shot Stereo Matching Bowen Wen, Matthew Trepte, Joseph Aribido, Jan Kautz, Orazio Gallo, Stan Birchfield

ICCV 2025 GENMO: A GENeralist Model for Human MOtion Jiefeng Li, Jinkun Cao, Haotian Zhang, Davis Rempe, Jan Kautz, Umar Iqbal, Ye Yuan

NeurIPS 2025 GSPN-2: Efficient Parallel Sequence Modeling Hongjun Wang, Yitong Jiang, Collin McCarthy, David Wehr, Hanrong Ye, Xinhao Li, Ka Chun Cheung, Wonmin Byeon, Jinwei Gu, Ke Chen, Kai Han, Hongxu Yin, Pavlo Molchanov, Jan Kautz, Sifei Liu

ICLR 2025 Gated Delta Networks: Improving Mamba2 with Delta Rule Songlin Yang, Jan Kautz, Ali Hatamizadeh

ICCV 2025 GeoMan: Temporally Consistent Human Geometry Estimation Using Image-to-Video Diffusion Gwanghyun Kim, Xueting Li, Ye Yuan, Koki Nagano, Tianye Li, Jan Kautz, Se Young Chun, Umar Iqbal

ICCV 2025 HumanOLAT: A Large-Scale Dataset for Full-Body Human Relighting and Novel-View Synthesis Timo Teufel, Pulkit Gera, Xilong Zhou, Umar Iqbal, Pramod Rao, Jan Kautz, Vladislav Golyanik, Christian Theobalt

ICLR 2025 Hymba: A Hybrid-Head Architecture for Small Language Models Xin Dong, Yonggan Fu, Shizhe Diao, Wonmin Byeon, Zijia Chen, Ameya Sunil Mahabaleshwarkar, Shih-Yang Liu, Matthijs Van keirsbilck, Min-Hung Chen, Yoshi Suhara, Yingyan Celine Lin, Jan Kautz, Pavlo Molchanov

ICLR 2025 LLaMaFlex: Many-in-One LLMs via Generalized Pruning and Weight Sharing Ruisi Cai, Saurav Muralidharan, Hongxu Yin, Zhangyang Wang, Jan Kautz, Pavlo Molchanov

ICML 2025 LaCache: Ladder-Shaped KV Caching for Efficient Long-Context Modeling of Large Language Models Dachuan Shi, Yonggan Fu, Xiangchi Yuan, Zhongzhi Yu, Haoran You, Sixu Li, Xin Dong, Jan Kautz, Pavlo Molchanov, Yingyan Celine Lin

ICLR 2025 LongMamba: Enhancing Mamba's Long-Context Capabilities via Training-Free Receptive Field Enlargement Zhifan Ye, Kejing Xia, Yonggan Fu, Xin Dong, Jihoon Hong, Xiangchi Yuan, Shizhe Diao, Jan Kautz, Pavlo Molchanov, Yingyan Celine Lin

ICLR 2025 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, Yihui He, Hongxu Yin, Pavlo Molchanov, Jan Kautz, Linxi Fan, Yuke Zhu, Yao Lu, Song Han

CVPR 2025 MambaVision: A Hybrid Mamba-Transformer Vision Backbone Ali Hatamizadeh, Jan Kautz

CVPR 2025 Mosaic3D: Foundation Dataset and Model for Open-Vocabulary 3D Segmentation Junha Lee, Chunghyun Park, Jaesung Choe, Yu-Chiang Frank Wang, Jan Kautz, Minsu Cho, Chris Choy

CVPR 2025 NVILA: Efficient Frontier Visual Language Models Zhijian Liu, Ligeng Zhu, Baifeng Shi, Zhuoyang Zhang, Yuming Lou, Shang Yang, Haocheng Xi, Shiyi Cao, Yuxian Gu, Dacheng Li, Xiuyu Li, Haotian Tang, Yunhao Fang, Yukang Chen, Cheng-Yu Hsieh, De-An Huang, An-Chieh Cheng, Jinyi Hu, Sifei Liu, Ranjay Krishna, Pavlo Molchanov, Jan Kautz, Hongxu Yin, Song Han, Yao Lu

NeurIPS 2025 Nemotron-CLIMB: Clustering-Based Iterative Data Mixture Bootstrapping for Language Model Pre-Training Shizhe Diao, Yu Yang, Yonggan Fu, Xin Dong, Dan Su, Markus Kliegl, Zijia Chen, Peter Belcak, Yoshi Suhara, Hongxu Yin, Mostofa Patwary, Yingyan Celine Lin, Jan Kautz, Pavlo Molchanov

NeurIPS 2025 Nemotron-Flash: Towards Latency-Optimal Hybrid Small Language Models Yonggan Fu, Xin Dong, Shizhe Diao, Matthijs Van keirsbilck, Hanrong Ye, Wonmin Byeon, Yashaswi Karnati, Lucas Liebenwein, Maksim Khadkevich, Alexander Keller, Jan Kautz, Yingyan Celine Lin, Pavlo Molchanov

CVPR 2025 OmniDrive: A Holistic Vision-Language Dataset for Autonomous Driving with Counterfactual Reasoning Shihao Wang, Zhiding Yu, Xiaohui Jiang, Shiyi Lan, Min Shi, Nadine Chang, Jan Kautz, Ying Li, Jose M. Alvarez

CVPR 2025 One-Minute Video Generation with Test-Time Training Karan Dalal, Daniel Koceja, Jiarui Xu, Yue Zhao, Shihao Han, Ka Chun Cheung, Jan Kautz, Yejin Choi, Yu Sun, Xiaolong Wang

CVPR 2025 Parallel Sequence Modeling via Generalized Spatial Propagation Network Hongjun Wang, Wonmin Byeon, Jiarui Xu, Jinwei Gu, Ka Chun Cheung, Xiaolong Wang, Kai Han, Jan Kautz, Sifei Liu

NeurIPS 2025 ProRL: Prolonged Reinforcement Learning Expands Reasoning Boundaries in Large Language Models Mingjie Liu, Shizhe Diao, Ximing Lu, Jian Hu, Xin Dong, Yejin Choi, Jan Kautz, Yi Dong

CVPR 2025 RADIOv2.5: Improved Baselines for Agglomerative Vision Foundation Models Greg Heinrich, Mike Ranzinger, Hongxu Yin, Yao Lu, Jan Kautz, Andrew Tao, Bryan Catanzaro, Pavlo Molchanov

NeurIPS 2025 Scaling RL to Long Videos Yukang Chen, Wei Huang, Baifeng Shi, Qinghao Hu, Hanrong Ye, Ligeng Zhu, Zhijian Liu, Pavlo Molchanov, Jan Kautz, Xiaojuan Qi, Sifei Liu, Hongxu Yin, Yao Lu, Song Han

CVPR 2025 Scaling Vision Pre-Training to 4k Resolution Baifeng Shi, Boyi Li, Han Cai, Yao Lu, Sifei Liu, Marco Pavone, Jan Kautz, Song Han, Trevor Darrell, Pavlo Molchanov, Hongxu Yin

JMLR 2025 Score-Based Diffusion Models in Function Space Jae Hyun Lim, Nikola B. Kovachki, Ricardo Baptista, Christopher Beckham, Kamyar Azizzadenesheli, Jean Kossaifi, Vikram Voleti, Jiaming Song, Karsten Kreis, Jan Kautz, Christopher Pal, Arash Vahdat, Anima Anandkumar

CVPR 2025 SimAvatar: Simulation-Ready Avatars with Layered Hair and Clothing Xueting Li, Ye Yuan, Shalini De Mello, Gilles Daviet, Jonathan Leaf, Miles Macklin, Jan Kautz, Umar Iqbal

TMLR 2025 Wolf: Dense Video Captioning with a World Summarization Framework Boyi Li, Ligeng Zhu, Ran Tian, Shuhan Tan, Yuxiao Chen, Yao Lu, Yin Cui, Sushant Veer, Max Ehrlich, Jonah Philion, Xinshuo Weng, Fuzhao Xue, Linxi Fan, Yuke Zhu, Jan Kautz, Andrew Tao, Ming-Yu Liu, Sanja Fidler, Boris Ivanovic, Trevor Darrell, Jitendra Malik, Song Han, Marco Pavone

ICLR 2024 3D Reconstruction with Generalizable Neural Fields Using Scene Priors Yang Fu, Shalini De Mello, Xueting Li, Amey Kulkarni, Jan Kautz, Xiaolong Wang, Sifei Liu

ICMLW 2024 A Deeper Look at Depth Pruning of LLMs Shoaib Ahmed Siddiqui, Xin Dong, Greg Heinrich, Thomas Breuel, Jan Kautz, David Krueger, Pavlo Molchanov

ICLR 2024 A Variational Perspective on Solving Inverse Problems with Diffusion Models Morteza Mardani, Jiaming Song, Jan Kautz, Arash Vahdat

CVPR 2024 AM-RADIO: Agglomerative Vision Foundation Model Reduce All Domains into One Mike Ranzinger, Greg Heinrich, Jan Kautz, Pavlo Molchanov

ECCV 2024 COIN: Control-Inpainting Diffusion Prior for Human and Camera Motion Estimation Jiefeng Li, Ye Yuan, Davis Rempe, Haotian Zhang, Pavlo Molchanov, Cewu Lu, Jan Kautz, Umar Iqbal

CVPR 2024 COLMAP-Free 3D Gaussian Splatting Yang Fu, Sifei Liu, Amey Kulkarni, Jan Kautz, Alexei A. Efros, Xiaolong Wang

NeurIPS 2024 Compact Language Models via Pruning and Knowledge Distillation Saurav Muralidharan, Sharath Turuvekere Sreenivas, Raviraj Joshi, Marcin Chochowski, Mostofa Patwary, Mohammad Shoeybi, Bryan Catanzaro, Jan Kautz, Pavlo Molchanov

NeurIPS 2024 CosAE: Learnable Fourier Series for Image Restoration Sifei Liu, Shalini De Mello, Jan Kautz

ECCV 2024 DiffiT: Diffusion Vision Transformers for Image Generation Ali Hatamizadeh, Jiaming Song, Guilin Liu, Jan Kautz, Arash Vahdat

ICLR 2024 FasterViT: Fast Vision Transformers with Hierarchical Attention Ali Hatamizadeh, Greg Heinrich, Hongxu Yin, Andrew Tao, Jose M. Alvarez, Jan Kautz, Pavlo Molchanov

ICML 2024 Flextron: Many-in-One Flexible Large Language Model Ruisi Cai, Saurav Muralidharan, Greg Heinrich, Hongxu Yin, Zhangyang Wang, Jan Kautz, Pavlo Molchanov

CVPR 2024 FoundationPose: Unified 6d Pose Estimation and Tracking of Novel Objects Bowen Wen, Wei Yang, Jan Kautz, Stan Birchfield

CVPR 2024 GAvatar: Animatable 3D Gaussian Avatars with Implicit Mesh Learning Ye Yuan, Xueting Li, Yangyi Huang, Shalini De Mello, Koki Nagano, Jan Kautz, Umar Iqbal

CVPR 2024 Is Ego Status All You Need for Open-Loop End-to-End Autonomous Driving? Zhiqi Li, Zhiding Yu, Shiyi Lan, Jiahan Li, Jan Kautz, Tong Lu, Jose M. Alvarez

ECCV 2024 LITA: Language Instructed Temporal-Localization Assistant De-An Huang, Shijia Liao, Subhashree Radhakrishnan, Hongxu Yin, Pavlo Molchanov, Zhiding Yu, Jan Kautz

ICLR 2024 Learning to Jointly Understand Visual and Tactile Signals Yichen Li, Yilun Du, Chao Liu, Chao Liu, Francis Williams, Michael Foshey, Benjamin Eckart, Jan Kautz, Joshua B. Tenenbaum, Antonio Torralba, Wojciech Matusik

NeurIPS 2024 MaskLLM: Learnable Semi-Structured Sparsity for Large Language Models Gongfan Fang, Hongxu Yin, Saurav Muralidharan, Greg Heinrich, Jeff Pool, Jan Kautz, Pavlo Molchanov, Xinchao Wang

NeurIPS 2024 SpatialRGPT: Grounded Spatial Reasoning in Vision-Language Models An-Chieh Cheng, Hongxu Yin, Yang Fu, Qiushan Guo, Ruihan Yang, Jan Kautz, Xiaolong Wang, Sifei Liu

CVPR 2023 BundleSDF: Neural 6-DoF Tracking and 3D Reconstruction of Unknown Objects Bowen Wen, Jonathan Tremblay, Valts Blukis, Stephen Tyree, Thomas Müller, Alex Evans, Dieter Fox, Jan Kautz, Stan Birchfield

NeurIPS 2023 Convolutional State Space Models for Long-Range Spatiotemporal Modeling Jimmy Smith, Shalini De Mello, Jan Kautz, Scott Linderman, Wonmin Byeon

NeurIPS 2023 Generalizable One-Shot 3D Neural Head Avatar Xueting Li, Shalini De Mello, Sifei Liu, Koki Nagano, Umar Iqbal, Jan Kautz

ICML 2023 Global Context Vision Transformers Ali Hatamizadeh, Hongxu Yin, Greg Heinrich, Jan Kautz, Pavlo Molchanov

CVPR 2023 Global Vision Transformer Pruning with Hessian-Aware Saliency Huanrui Yang, Hongxu Yin, Maying Shen, Pavlo Molchanov, Hai Li, Jan Kautz

CVPR 2023 Heterogeneous Continual Learning Divyam Madaan, Hongxu Yin, Wonmin Byeon, Jan Kautz, Pavlo Molchanov

ICML 2023 Loss-Guided Diffusion Models for Plug-and-Play Controllable Generation Jiaming Song, Qinsheng Zhang, Hongxu Yin, Morteza Mardani, Ming-Yu Liu, Jan Kautz, Yongxin Chen, Arash Vahdat

ICCV 2023 PhysDiff: Physics-Guided Human Motion Diffusion Model Ye Yuan, Jiaming Song, Umar Iqbal, Arash Vahdat, Jan Kautz

ICLR 2023 Pseudoinverse-Guided Diffusion Models for Inverse Problems Jiaming Song, Arash Vahdat, Morteza Mardani, Jan Kautz

ICCV 2023 RANA: Relightable Articulated Neural Avatars Umar Iqbal, Akin Caliskan, Koki Nagano, Sameh Khamis, Pavlo Molchanov, Jan Kautz

CVPR 2023 Recurrence Without Recurrence: Stable Video Landmark Detection with Deep Equilibrium Models Paul Micaelli, Arash Vahdat, Hongxu Yin, Jan Kautz, Pavlo Molchanov

NeurIPSW 2023 Regularization by Denoising Diffusion Process for MRI Reconstruction Batu Ozturkler, Morteza Mardani, Arash Vahdat, Jan Kautz, John M. Pauly

CVPR 2023 The Best Defense Is a Good Offense: Adversarial Augmentation Against Adversarial Attacks Iuri Frosio, Jan Kautz

CVPR 2023 Zero-Shot Pose Transfer for Unrigged Stylized 3D Characters Jiashun Wang, Xueting Li, Sifei Liu, Shalini De Mello, Orazio Gallo, Xiaolong Wang, Jan Kautz

CVPR 2022 A-ViT: Adaptive Tokens for Efficient Vision Transformer Hongxu Yin, Arash Vahdat, Jose M. Alvarez, Arun Mallya, Jan Kautz, Pavlo Molchanov

CVPR 2022 CoordGAN: Self-Supervised Dense Correspondences Emerge from GANs Jiteng Mu, Shalini De Mello, Zhiding Yu, Nuno Vasconcelos, Xiaolong Wang, Jan Kautz, Sifei Liu

CVPR 2022 FreeSOLO: Learning to Segment Objects Without Annotations Xinlong Wang, Zhiding Yu, Shalini De Mello, Jan Kautz, Anima Anandkumar, Chunhua Shen, Jose M. Alvarez

CVPR 2022 GLAMR: Global Occlusion-Aware Human Mesh Recovery with Dynamic Cameras Ye Yuan, Umar Iqbal, Pavlo Molchanov, Kris Kitani, Jan Kautz

CVPR 2022 GradViT: Gradient Inversion of Vision Transformers Ali Hatamizadeh, Hongxu Yin, Holger R. Roth, Wenqi Li, Jan Kautz, Daguang Xu, Pavlo Molchanov

CVPR 2022 GroupViT: Semantic Segmentation Emerges from Text Supervision Jiarui Xu, Shalini De Mello, Sifei Liu, Wonmin Byeon, Thomas Breuel, Jan Kautz, Xiaolong Wang

ECCV 2022 LANA: Latency Aware Network Acceleration Pavlo Molchanov, Jimmy Hall, Hongxu Yin, Jan Kautz, Nicolo Fusi, Arash Vahdat

ICLR 2022 Learning Continuous Environment Fields via Implicit Functions Xueting Li, Shalini De Mello, Xiaolong Wang, Ming-Hsuan Yang, Jan Kautz, Sifei Liu

AAAI 2022 Neural Interferometry: Image Reconstruction from Astronomical Interferometers Using Transformer-Conditioned Neural Fields Benjamin Wu, Chao Liu, Benjamin Eckart, Jan Kautz

ECCV 2022 Neural Light Field Estimation for Street Scenes with Differentiable Virtual Object Insertion Zian Wang, Wenzheng Chen, David Acuna, Jan Kautz, Sanja Fidler

NeurIPS 2021 A Contrastive Learning Approach for Training Variational Autoencoder Priors Jyoti Aneja, Alex Schwing, Jan Kautz, Arash Vahdat

CVPR 2021 Binary TTC: A Temporal Geofence for Autonomous Navigation Abhishek Badki, Orazio Gallo, Jan Kautz, Pradeep Sen

NeurIPS 2021 Coupled Segmentation and Edge Learning via Dynamic Graph Propagation Zhiding Yu, Rui Huang, Wonmin Byeon, Sifei Liu, Guilin Liu, Thomas Breuel, Anima Anandkumar, Jan Kautz

CVPR 2021 DexYCB: A Benchmark for Capturing Hand Grasping of Objects Yu-Wei Chao, Wei Yang, Yu Xiang, Pavlo Molchanov, Ankur Handa, Jonathan Tremblay, Yashraj S. Narang, Karl Van Wyk, Umar Iqbal, Stan Birchfield, Jan Kautz, Dieter Fox

ICCV 2021 Learning Indoor Inverse Rendering with 3D Spatially-Varying Lighting Zian Wang, Jonah Philion, Sanja Fidler, Jan Kautz

CVPR 2021 Learning to Track Instances Without Video Annotations Yang Fu, Sifei Liu, Umar Iqbal, Shalini De Mello, Humphrey Shi, Jan Kautz

ICLR 2021 Parameter Efficient Multimodal Transformers for Video Representation Learning Sangho Lee, Youngjae Yu, Gunhee Kim, Thomas Breuel, Jan Kautz, Yale Song

NeurIPS 2021 Score-Based Generative Modeling in Latent Space Arash Vahdat, Karsten Kreis, Jan Kautz

CVPR 2021 See Through Gradients: Image Batch Recovery via GradInversion Hongxu Yin, Arun Mallya, Arash Vahdat, Jose M. Alvarez, Jan Kautz, Pavlo Molchanov

CVPR 2021 Self-Supervised Learning on 3D Point Clouds by Learning Discrete Generative Models Benjamin Eckart, Wentao Yuan, Chao Liu, Jan Kautz

ICCV 2021 Self-Supervised Object Detection via Generative Image Synthesis Siva Karthik Mustikovela, Shalini De Mello, Aayush Prakash, Umar Iqbal, Sifei Liu, Thu Nguyen-Phuoc, Carsten Rother, Jan Kautz

ICLR 2021 VAEBM: A Symbiosis Between Variational Autoencoders and Energy-Based Models Zhisheng Xiao, Karsten Kreis, Jan Kautz, Arash Vahdat

CVPR 2021 Weakly-Supervised Physically Unconstrained Gaze Estimation Rakshit Kothari, Shalini De Mello, Umar Iqbal, Wonmin Byeon, Seonwook Park, Jan Kautz

ICML 2020 Angular Visual Hardness Beidi Chen, Weiyang Liu, Zhiding Yu, Jan Kautz, Anshumali Shrivastava, Animesh Garg, Animashree Anandkumar

ECCV 2020 Contrastive Learning for Weakly Supervised Phrase Grounding Tanmay Gupta, Arash Vahdat, Gal Chechik, Xiaodong Yang, Jan Kautz, Derek Hoiem

NeurIPS 2020 Convolutional Tensor-Train LSTM for Spatio-Temporal Learning Jiahao Su, Wonmin Byeon, Jean Kossaifi, Furong Huang, Jan Kautz, Anima Anandkumar

ECCV 2020 DeepGMR: Learning Latent Gaussian Mixture Models for Registration Wentao Yuan, Benjamin Eckart, Kihwan Kim, Varun Jampani, Dieter Fox, Jan Kautz

ECCV 2020 Joint Disentangling and Adaptation for Cross-Domain Person Re-Identification Yang Zou, Xiaodong Yang, Zhiding Yu, B.V.K. Vijaya Kumar, Jan Kautz

WACV 2020 NRMVS: Non-Rigid Multi-View Stereo Matthias Innmann, Kihwan Kim, Jinwei Gu, Matthias Niessner, Charles Loop, Marc Stamminger, Jan Kautz

NeurIPS 2020 NVAE: A Deep Hierarchical Variational Autoencoder Arash Vahdat, Jan Kautz

NeurIPS 2020 Online Adaptation for Consistent Mesh Reconstruction in the Wild Xueting Li, Sifei Liu, Shalini De Mello, Kihwan Kim, Xiaolong Wang, Ming-Hsuan Yang, Jan Kautz

ECCV 2020 Self-Supervised Single-View 3D Reconstruction via Semantic Consistency Xueting Li, Sifei Liu, Kihwan Kim, Shalini De Mello, Varun Jampani, Ming-Hsuan Yang, Jan Kautz

ECCV 2020 UFO²: A Unified Framework Towards Omni-Supervised Object Detection Zhongzheng Ren, Zhiding Yu, Xiaodong Yang, Ming-Yu Liu, Alexander G. Schwing, Jan Kautz

ECCV 2020 Weakly Supervised 3D Hand Pose Estimation via Biomechanical Constraints Adrian Spurr, Umar Iqbal, Pavlo Molchanov, Otmar Hilliges, Jan Kautz

WACV 2019 A Fusion Approach for Multi-Frame Optical Flow Estimation Zhile Ren, Orazio Gallo, Deqing Sun, Ming-Hsuan Yang, Erik B. Sudderth, Jan Kautz

NeurIPS 2019 Dancing to Music Hsin-Ying Lee, Xiaodong Yang, Ming-Yu Liu, Ting-Chun Wang, Yu-Ding Lu, Ming-Hsuan Yang, Jan Kautz

NeurIPS 2019 Few-Shot Video-to-Video Synthesis Ting-Chun Wang, Ming-Yu Liu, Andrew Tao, Guilin Liu, Bryan Catanzaro, Jan Kautz

NeurIPS 2019 Joint-Task Self-Supervised Learning for Temporal Correspondence Xueting Li, Sifei Liu, Shalini De Mello, Xiaolong Wang, Jan Kautz, Ming-Hsuan Yang

ECCV 2018 A Closed-Form Solution to Photorealistic Image Stylization Yijun Li, Ming-Yu Liu, Xueting Li, Ming-Hsuan Yang, Jan Kautz

ECCVW 2018 A Simple and Effective Fusion Approach for Multi-Frame Optical Flow Estimation Zhile Ren, Orazio Gallo, Deqing Sun, Ming-Hsuan Yang, Erik B. Sudderth, Jan Kautz

NeurIPS 2018 Context-Aware Synthesis and Placement of Object Instances Donghoon Lee, Sifei Liu, Jinwei Gu, Ming-Yu Liu, Ming-Hsuan Yang, Jan Kautz

ECCV 2018 Hand Pose Estimation via Latent 2.5d Heatmap Regression Umar Iqbal, Pavlo Molchanov, Thomas Breuel Juergen Gall, Jan Kautz

AAAI 2018 Learning Binary Residual Representations for Domain-Specific Video Streaming Yi-Hsuan Tsai, Ming-Yu Liu, Deqing Sun, Ming-Hsuan Yang, Jan Kautz

ECCV 2018 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

CVPRW 2018 Light-Weight Head Pose Invariant Gaze Tracking Rajeev Ranjan, Shalini De Mello, Jan Kautz

ECCV 2018 Multimodal Unsupervised Image-to-Image Translation Xun Huang, Ming-Yu Liu, Serge Belongie, Jan Kautz

ECCV 2018 Separating Reflection and Transmission Images in the Wild Patrick Wieschollek, Orazio Gallo, Jinwei Gu, Jan Kautz

ECCV 2018 Simultaneous Edge Alignment and Learning Zhiding Yu, Weiyang Liu, Yang Zou, Chen Feng, Srikumar Ramalingam, B. V. K. Vijaya Kumar, Jan Kautz

ECCV 2018 Superpixel Sampling Networks Varun Jampani, Deqing Sun, Ming-Yu Liu, Ming-Hsuan Yang, Jan Kautz

ECCV 2018 Switchable Temporal Propagation Network Sifei Liu, Guangyu Zhong, Shalini De Mello, Jinwei Gu, Varun Jampani, Ming-Hsuan Yang, Jan Kautz

ECCV 2018 Tackling 3D ToF Artifacts Through Learning and the FLAT Dataset Qi Guo, Iuri Frosio, Orazio Gallo, Todd Zickler, Jan Kautz

NeurIPS 2018 Video-to-Video Synthesis Ting-Chun Wang, Ming-Yu Liu, Jun-Yan Zhu, Guilin Liu, Andrew Tao, Jan Kautz, Bryan Catanzaro

ICCV 2017 A Lightweight Approach for On-the-Fly Reflectance Estimation Kihwan Kim, Jinwei Gu, Stephen Tyree, Pavlo Molchanov, Matthias Niessner, Jan Kautz

CVPR 2017 Dynamic Facial Analysis: From Bayesian Filtering to Recurrent Neural Network Jinwei Gu, Xiaodong Yang, Shalini De Mello, Jan Kautz

ICCV 2017 Intrinsic3D: High-Quality 3D Reconstruction by Joint Appearance and Geometry Optimization with Spatially-Varying Lighting Robert Maier, Kihwan Kim, Daniel Cremers, Jan Kautz, Matthias Niessner

NeurIPS 2017 Learning Affinity via Spatial Propagation Networks Sifei Liu, Shalini De Mello, Jinwei Gu, Guangyu Zhong, Ming-Hsuan Yang, Jan Kautz

CVPR 2017 Polarimetric Multi-View Stereo Zhaopeng Cui, Jinwei Gu, Boxin Shi, Ping Tan, Jan Kautz

ICLR 2017 Pruning Convolutional Neural Networks for Resource Efficient Inference Pavlo Molchanov, Stephen Tyree, Tero Karras, Timo Aila, Jan Kautz

CVPRW 2017 Reconstructing Intensity Images from Binary Spatial Gradient Cameras Suren Jayasuriya, Orazio Gallo, Jinwei Gu, Timo Aila, Jan Kautz

ICLR 2017 Reinforcement Learning Through Asynchronous Advantage Actor-Critic on a GPU Mohammad Babaeizadeh, Iuri Frosio, Stephen Tyree, Jason Clemons, Jan Kautz

NeurIPS 2017 Unsupervised Image-to-Image Translation Networks Ming-Yu Liu, Thomas Breuel, Jan Kautz

CVPR 2016 Accelerated Generative Models for 3D Point Cloud Data Benjamin Eckart, Kihwan Kim, Alejandro Troccoli, Alonzo Kelly, Jan Kautz

CVPR 2016 Online Detection and Classification of Dynamic Hand Gestures with Recurrent 3D Convolutional Neural Network Pavlo Molchanov, Xiaodong Yang, Shalini Gupta, Kihwan Kim, Stephen Tyree, Jan Kautz

CVPRW 2015 Hand Gesture Recognition with 3D Convolutional Neural Networks Pavlo Molchanov, Shalini Gupta, Kihwan Kim, Jan Kautz

CVPRW 2015 Locally Non-Rigid Registration for Mobile HDR Photography Orazio Gallo, Alejandro J. Troccoli, Jun Hu, Kari Pulli, Jan Kautz

CVPR 2015 Modeling Object Appearance Using Context-Conditioned Component Analysis Daniyar Turmukhambetov, Neill D.F. Campbell, Simon J.D. Prince, Jan Kautz

ICCV 2015 Robust Model-Based 3D Head Pose Estimation Gregory P. Meyer, Shalini Gupta, Iuri Frosio, Dikpal Reddy, Jan Kautz

CVPR 2014 Hierarchical Subquery Evaluation for Active Learning on a Graph Oisin Mac Aodha, Neill D.F. Campbell, Jan Kautz, Gabriel J. Brostow

ECCV 2014 Highly Overparameterized Optical Flow Using PatchMatch Belief Propagation Michael Hornacek, Frederic Besse, Jan Kautz, Andrew W. Fitzgibbon, Carsten Rother

CVPR 2013 Fully-Connected CRFs with Non-Parametric Pairwise Potential Neill D.F. Campbell, Kartic Subr, Jan Kautz

ECCV 2012 Background Inpainting for Videos with Dynamic Objects and a Free-Moving Camera Miguel Granados, Kwang In Kim, James Tompkin, Jan Kautz, Christian Theobalt

ECCV 2012 Match Graph Construction for Large Image Databases Kwang In Kim, James Tompkin, Martin Theobald, Jan Kautz, Christian Theobalt

CVPR 2009 Capturing Multiple Illumination Conditions Using Time and Color Multiplexing Bert de Decker, Jan Kautz, Tom Mertens, Philippe Bekaert