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2020 – today
- 2024
[c222]Daniel Lichy, Hang Su, Abhishek Badki, Jan Kautz, Orazio Gallo:
FoVA-Depth: Field-of-View Agnostic Depth Estimation for Cross-Dataset Generalization. 3DV 2024: 1-10- [c221]Muhammed Kocabas, Ye Yuan, Pavlo Molchanov, Yunrong Guo, Michael J. Black, Otmar Hilliges, Jan Kautz, Umar Iqbal:
PACE: Human and Camera Motion Estimation from in-the-wild Videos. 3DV 2024: 397-408 - [c220]Ye Yuan, Xueting Li, Yangyi Huang, Shalini De Mello, Koki Nagano, Jan Kautz, Umar Iqbal:
GAvatar: Animatable 3D Gaussian Avatars with Implicit Mesh Learning. CVPR 2024: 896-905 - [c219]Mike Ranzinger, Greg Heinrich, Jan Kautz, Pavlo Molchanov:
AM-RADIO: Agglomerative Vision Foundation Model Reduce All Domains Into One. CVPR 2024: 12490-12500 - [c218]Zhiqi Li, Zhiding Yu, Shiyi Lan, Jiahan Li, Jan Kautz, Tong Lu, José M. Álvarez:
Is Ego Status All You Need for Open-Loop End-to-End Autonomous Driving? CVPR 2024: 14864-14873 - [c217]Bowen Wen, Wei Yang, Jan Kautz, Stan Birchfield:
FoundationPose: Unified 6D Pose Estimation and Tracking of Novel Objects. CVPR 2024: 17868-17879 - [c216]Yang Fu, Xiaolong Wang, Sifei Liu, Amey Kulkarni, Jan Kautz, Alexei A. Efros:
COLMAP-Free 3D Gaussian Splatting. CVPR 2024: 20796-20805 - [c215]Yang Fu, Shalini De Mello, Xueting Li, Amey Kulkarni, Jan Kautz, Xiaolong Wang, Sifei Liu:
3D Reconstruction with Generalizable Neural Fields using Scene Priors. ICLR 2024 - [c214]Ali Hatamizadeh, Greg Heinrich, Hongxu Yin, Andrew Tao, José M. Álvarez, Jan Kautz, Pavlo Molchanov:
FasterViT: Fast Vision Transformers with Hierarchical Attention. ICLR 2024 - [c213]Yichen Li, Yilun Du, Chao Liu, Chao Liu, Francis Williams, Michael Foshey, Benjamin Eckart, Jan Kautz, Joshua B. Tenenbaum, Antonio Torralba, Wojciech Matusik:
Learning to Jointly Understand Visual and Tactile Signals. ICLR 2024 - [c212]Morteza Mardani, Jiaming Song, Jan Kautz, Arash Vahdat:
A Variational Perspective on Solving Inverse Problems with Diffusion Models. ICLR 2024 - [c211]Ruisi Cai, Saurav Muralidharan, Greg Heinrich, Hongxu Yin, Zhangyang Wang, Jan Kautz, Pavlo Molchanov:
Flextron: Many-in-One Flexible Large Language Model. ICML 2024 - [i175]Daniel Lichy, Hang Su, Abhishek Badki, Jan Kautz, Orazio Gallo:
FoVA-Depth: Field-of-View Agnostic Depth Estimation for Cross-Dataset Generalization. CoRR abs/2401.13786 (2024) - [i174]De-An Huang, Shijia Liao, Subhashree Radhakrishnan, Hongxu Yin, Pavlo Molchanov, Zhiding Yu, Jan Kautz:
LITA: Language Instructed Temporal-Localization Assistant. CoRR abs/2403.19046 (2024) - [i173]Shihao Wang
, Zhiding Yu, Xiaohui Jiang, Shiyi Lan, Min Shi, Nadine Chang, Jan Kautz, Ying Li, José M. Álvarez:
OmniDrive: A Holistic LLM-Agent Framework for Autonomous Driving with 3D Perception, Reasoning and Planning. CoRR abs/2405.01533 (2024) - [i172]Hanrong Ye, De-An Huang, Yao Lu, Zhiding Yu, Wei Ping, Andrew Tao, Jan Kautz, Song Han, Dan Xu, Pavlo Molchanov, Hongxu Yin:
X-VILA: Cross-Modality Alignment for Large Language Model. CoRR abs/2405.19335 (2024) - [i171]An-Chieh Cheng, Hongxu Yin, Yang Fu, Qiushan Guo, Ruihan Yang, Jan Kautz, Xiaolong Wang, Sifei Liu:
SpatialRGPT: Grounded Spatial Reasoning in Vision Language Model. CoRR abs/2406.01584 (2024) - [i170]Dejia Xu, Weili Nie, Chao Liu, Sifei Liu, Jan Kautz, Zhangyang Wang, Arash Vahdat:
CamCo: Camera-Controllable 3D-Consistent Image-to-Video Generation. CoRR abs/2406.02509 (2024) - [i169]Zhenxin Li, Kailin Li, Shihao Wang, Shiyi Lan, Zhiding Yu, Yishen Ji, Zhiqi Li, Ziyue Zhu, Jan Kautz, Zuxuan Wu, Yu-Gang Jiang, José M. Álvarez:
Hydra-MDP: End-to-end Multimodal Planning with Multi-target Hydra-Distillation. CoRR abs/2406.06978 (2024) - [i168]Roger Waleffe, Wonmin Byeon, Duncan Riach, Brandon Norick, Vijay Korthikanti, Tri Dao, Albert Gu, Ali Hatamizadeh, Sudhakar Singh, Deepak Narayanan, Garvit Kulshreshtha, Vartika Singh, Jared Casper, Jan Kautz, Mohammad Shoeybi, Bryan Catanzaro:
An Empirical Study of Mamba-based Language Models. CoRR abs/2406.07887 (2024) - [i167]Ruisi Cai, Saurav Muralidharan, Greg Heinrich, Hongxu Yin, Zhangyang Wang, Jan Kautz, Pavlo Molchanov:
Flextron: Many-in-One Flexible Large Language Model. CoRR abs/2406.10260 (2024) - [i166]Ali Hatamizadeh, Jan Kautz:
MambaVision: A Hybrid Mamba-Transformer Vision Backbone. CoRR abs/2407.08083 (2024) - [i165]Saurav Muralidharan, Sharath Turuvekere Sreenivas, Raviraj Joshi, Marcin Chochowski, Mostofa Patwary, Mohammad Shoeybi, Bryan Catanzaro, Jan Kautz, Pavlo Molchanov:
Compact Language Models via Pruning and Knowledge Distillation. CoRR abs/2407.14679 (2024) - [i164]Shoaib Ahmed Siddiqui, Xin Dong, Greg Heinrich, Thomas M. Breuel, Jan Kautz, David Krueger, Pavlo Molchanov:
A deeper look at depth pruning of LLMs. CoRR abs/2407.16286 (2024) - [i163]Fuzhao Xue, Yukang Chen, 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, Song Han:
LongVILA: Scaling Long-Context Visual Language Models for Long Videos. CoRR abs/2408.10188 (2024) - [i162]Sharath Turuvekere Sreenivas, Saurav Muralidharan, Raviraj Joshi, Marcin Chochowski, Mostofa Patwary, Mohammad Shoeybi, Bryan Catanzaro, Jan Kautz, Pavlo Molchanov:
LLM Pruning and Distillation in Practice: The Minitron Approach. CoRR abs/2408.11796 (2024) - [i161]Min Shi, Fuxiao Liu, Shihao Wang, Shijia Liao, Subhashree Radhakrishnan, De-An Huang, Hongxu Yin, Karan Sapra, Yaser Yacoob, Humphrey Shi, Bryan Catanzaro, Andrew Tao, Jan Kautz, Zhiding Yu, Guilin Liu:
Eagle: Exploring The Design Space for Multimodal LLMs with Mixture of Encoders. CoRR abs/2408.15998 (2024) - [i160]Jiefeng Li, Ye Yuan, Davis Rempe, Haotian Zhang, Pavlo Molchanov, Cewu Lu, Jan Kautz, Umar Iqbal:
COIN: Control-Inpainting Diffusion Prior for Human and Camera Motion Estimation. CoRR abs/2408.16426 (2024) - 2023
- [j63]Ali Hatamizadeh, Hongxu Yin, Pavlo Molchanov, Andriy Myronenko, Wenqi Li, Prerna Dogra, Andrew Feng, Mona G. Flores, Jan Kautz, Daguang Xu, Holger R. Roth:
Do Gradient Inversion Attacks Make Federated Learning Unsafe? IEEE Trans. Medical Imaging 42(7): 2044-2056 (2023) - [c210]Bowen Wen, Jonathan Tremblay, Valts Blukis, Stephen Tyree, Thomas Müller, Alex Evans, Dieter Fox, Jan Kautz, Stan Birchfield:
BundleSDF: Neural 6-DoF Tracking and 3D Reconstruction of Unknown Objects. CVPR 2023: 606-617 - [c209]Iuri Frosio, Jan Kautz:
The Best Defense is a Good Offense: Adversarial Augmentation Against Adversarial Attacks. CVPR 2023: 4067-4076 - [c208]Jiashun Wang, Xueting Li, Sifei Liu, Shalini De Mello, Orazio Gallo, Xiaolong Wang, Jan Kautz:
Zero-shot Pose Transfer for Unrigged Stylized 3D Characters. CVPR 2023: 8704-8714 - [c207]Divyam Madaan, Hongxu Yin, Wonmin Byeon, Jan Kautz, Pavlo Molchanov:
Heterogeneous Continual Learning. CVPR 2023: 15985-15995 - [c206]Huanrui Yang, Hongxu Yin, Maying Shen, Pavlo Molchanov, Hai Li, Jan Kautz:
Global Vision Transformer Pruning with Hessian-Aware Saliency. CVPR 2023: 18547-18557 - [c205]Paul Micaelli, Arash Vahdat, Hongxu Yin, Jan Kautz, Pavlo Molchanov:
Recurrence without Recurrence: Stable Video Landmark Detection with Deep Equilibrium Models. CVPR 2023: 22814-22825 - [c204]Ye Yuan, Jiaming Song, Umar Iqbal, Arash Vahdat, Jan Kautz:
PhysDiff: Physics-Guided Human Motion Diffusion Model. ICCV 2023: 15964-15975 - [c203]Umar Iqbal, Akin Caliskan, Koki Nagano, Sameh Khamis, Pavlo Molchanov, Jan Kautz:
RANA: Relightable Articulated Neural Avatars. ICCV 2023: 23085-23096 - [c202]Jiaming Song, Arash Vahdat, Morteza Mardani, Jan Kautz:
Pseudoinverse-Guided Diffusion Models for Inverse Problems. ICLR 2023 - [c201]Ali Hatamizadeh, Hongxu Yin, Greg Heinrich, Jan Kautz, Pavlo Molchanov:
Global Context Vision Transformers. ICML 2023: 12633-12646 - [c200]Jiaming Song, Qinsheng Zhang, Hongxu Yin, Morteza Mardani, Ming-Yu Liu, Jan Kautz, Yongxin Chen, Arash Vahdat:
Loss-Guided Diffusion Models for Plug-and-Play Controllable Generation. ICML 2023: 32483-32498 - [c199]Chao Liu, Benjamin Eckart, Jan Kautz:
Online Consistent Video Depth with Gaussian Mixture Representation. ICRA 2023: 6109-6116 - [c198]Batu Ozturkler, Chao Liu, Benjamin Eckart, Morteza Mardani, Jiaming Song, Jan Kautz:
SMRD: SURE-Based Robust MRI Reconstruction with Diffusion Models. MICCAI (3) 2023: 199-209 - [c197]Xueting Li, Shalini De Mello, Sifei Liu, Koki Nagano, Umar Iqbal, Jan Kautz:
Generalizable One-shot 3D Neural Head Avatar. NeurIPS 2023 - [c196]Jimmy T. H. Smith, Shalini De Mello, Jan Kautz, Scott W. Linderman, Wonmin Byeon:
Convolutional State Space Models for Long-Range Spatiotemporal Modeling. NeurIPS 2023 - [c195]Connor Z. Lin, Koki Nagano, Jan Kautz, Eric R. Chan, Umar Iqbal, Leonidas J. Guibas, Gordon Wetzstein, Sameh Khamis:
Single-Shot Implicit Morphable Faces with Consistent Texture Parameterization. SIGGRAPH (Conference Paper Track) 2023: 83:1-83:12 - [i159]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:
Score-based Diffusion Models in Function Space. CoRR abs/2302.07400 (2023) - [i158]Bowen Wen, Jonathan Tremblay, Valts Blukis, Stephen Tyree, Thomas Müller, Alex Evans, Dieter Fox, Jan Kautz, Stan Birchfield:
BundleSDF: Neural 6-DoF Tracking and 3D Reconstruction of Unknown Objects. CoRR abs/2303.14158 (2023) - [i157]Paul Micaelli, Arash Vahdat, Hongxu Yin, Jan Kautz, Pavlo Molchanov:
Recurrence without Recurrence: Stable Video Landmark Detection with Deep Equilibrium Models. CoRR abs/2304.00600 (2023) - [i156]Connor Z. Lin, Koki Nagano, Jan Kautz, Eric R. Chan, Umar Iqbal, Leonidas J. Guibas, Gordon Wetzstein, Sameh Khamis:
Single-Shot Implicit Morphable Faces with Consistent Texture Parameterization. CoRR abs/2305.03043 (2023) - [i155]Morteza Mardani, Jiaming Song, Jan Kautz, Arash Vahdat:
A Variational Perspective on Solving Inverse Problems with Diffusion Models. CoRR abs/2305.04391 (2023) - [i154]Iuri Frosio, Jan Kautz:
The Best Defense is a Good Offense: Adversarial Augmentation against Adversarial Attacks. CoRR abs/2305.14188 (2023) - [i153]Jiashun Wang, Xueting Li, Sifei Liu, Shalini De Mello, Orazio Gallo, Xiaolong Wang, Jan Kautz:
Zero-shot Pose Transfer for Unrigged Stylized 3D Characters. CoRR abs/2306.00200 (2023) - [i152]Ali Hatamizadeh, Greg Heinrich, Hongxu Yin, Andrew Tao, José M. Álvarez, Jan Kautz, Pavlo Molchanov:
FasterViT: Fast Vision Transformers with Hierarchical Attention. CoRR abs/2306.06189 (2023) - [i151]Divyam Madaan, Hongxu Yin, Wonmin Byeon, Jan Kautz, Pavlo Molchanov:
Heterogeneous Continual Learning. CoRR abs/2306.08593 (2023) - [i150]Xueting Li, Shalini De Mello, Sifei Liu, Koki Nagano, Umar Iqbal, Jan Kautz:
Generalizable One-shot Neural Head Avatar. CoRR abs/2306.08768 (2023) - [i149]Zhiqi Li, Zhiding Yu, David Austin, Mingsheng Fang, Shiyi Lan, Jan Kautz, José M. Álvarez:
FB-OCC: 3D Occupancy Prediction based on Forward-Backward View Transformation. CoRR abs/2307.01492 (2023) - [i148]Yazhou Xing, Amrita Mazumdar, Anjul Patney, Chao Liu, Hongxu Yin, Qifeng Chen, Jan Kautz, Iuri Frosio:
Online Overexposed Pixels Hallucination in Videos with Adaptive Reference Frame Selection. CoRR abs/2308.15462 (2023) - [i147]Yang Fu, Shalini De Mello, Xueting Li, Amey Kulkarni, Jan Kautz, Xiaolong Wang, Sifei Liu:
3D Reconstruction with Generalizable Neural Fields using Scene Priors. CoRR abs/2309.15164 (2023) - [i146]Morteza Mardani, Noah D. Brenowitz, Yair Cohen, Jaideep Pathak, Chieh-Yu Chen, Cheng-Chin Liu, Arash Vahdat, Karthik Kashinath, Jan Kautz, Mike Pritchard:
Generative Residual Diffusion Modeling for Km-scale Atmospheric Downscaling. CoRR abs/2309.15214 (2023) - [i145]Batu Ozturkler, Chao Liu, Benjamin Eckart, Morteza Mardani, Jiaming Song, Jan Kautz:
SMRD: SURE-based Robust MRI Reconstruction with Diffusion Models. CoRR abs/2310.01799 (2023) - [i144]Muhammed Kocabas, Ye Yuan, Pavlo Molchanov, Yunrong Guo, Michael J. Black, Otmar Hilliges, Jan Kautz, Umar Iqbal:
PACE: Human and Camera Motion Estimation from in-the-wild Videos. CoRR abs/2310.13768 (2023) - [i143]Jimmy T. H. Smith, Shalini De Mello, Jan Kautz, Scott W. Linderman, Wonmin Byeon:
Convolutional State Space Models for Long-Range Spatiotemporal Modeling. CoRR abs/2310.19694 (2023) - [i142]Ali Hatamizadeh, Michael Ranzinger, Jan Kautz:
ViR: Vision Retention Networks. CoRR abs/2310.19731 (2023) - [i141]Ali Hatamizadeh, Jiaming Song, Guilin Liu, Jan Kautz, Arash Vahdat:
DiffiT: Diffusion Vision Transformers for Image Generation. CoRR abs/2312.02139 (2023) - [i140]Zhiqi Li, Zhiding Yu, Shiyi Lan, Jiahan Li, Jan Kautz, Tong Lu, José M. Álvarez:
Is Ego Status All You Need for Open-Loop End-to-End Autonomous Driving? CoRR abs/2312.03031 (2023) - [i139]Mike Ranzinger, Greg Heinrich, Jan Kautz, Pavlo Molchanov:
AM-RADIO: Agglomerative Model - Reduce All Domains Into One. CoRR abs/2312.06709 (2023) - [i138]Yang Fu, Sifei Liu, Amey Kulkarni, Jan Kautz, Alexei A. Efros, Xiaolong Wang:
COLMAP-Free 3D Gaussian Splatting. CoRR abs/2312.07504 (2023) - [i137]Ji Lin, Hongxu Yin, Wei Ping, Yao Lu, Pavlo Molchanov, Andrew Tao, Huizi Mao, Jan Kautz, Mohammad Shoeybi, Song Han:
VILA: On Pre-training for Visual Language Models. CoRR abs/2312.07533 (2023) - [i136]Bowen Wen, Wei Yang, Jan Kautz, Stan Birchfield:
FoundationPose: Unified 6D Pose Estimation and Tracking of Novel Objects. CoRR abs/2312.08344 (2023) - [i135]Ye Yuan, Xueting Li, Yangyi Huang, Shalini De Mello, Koki Nagano, Jan Kautz, Umar Iqbal:
GAvatar: Animatable 3D Gaussian Avatars with Implicit Mesh Learning. CoRR abs/2312.11461 (2023) - 2022
- [j62]Yiran Zhong, Charles T. Loop, Wonmin Byeon, Stan Birchfield, Yuchao Dai, Kaihao Zhang, Alexey Kamenev, Thomas M. Breuel, Hongdong Li, Jan Kautz:
Displacement-Invariant Cost Computation for Stereo Matching. Int. J. Comput. Vis. 130(5): 1196-1209 (2022) - [j61]Taihong Xiao, Sifei Liu, Shalini De Mello, Zhiding Yu, Jan Kautz, Ming-Hsuan Yang:
Learning Contrastive Representation for Semantic Correspondence. Int. J. Comput. Vis. 130(5): 1293-1309 (2022) - [j60]Taihong Xiao, Sifei Liu, Shalini De Mello, Zhiding Yu, Jan Kautz, Ming-Hsuan Yang:
Correction to: Learning Contrastive Representation for Semantic Correspondence. Int. J. Comput. Vis. 130(6): 1607 (2022) - [j59]Eugene Vorontsov, Pavlo Molchanov, Matej Gazda, Christopher Beckham, Jan Kautz, Samuel Kadoury:
Towards annotation-efficient segmentation via image-to-image translation. Medical Image Anal. 82: 102624 (2022) - [j58]Yu-Ying Yeh, Koki Nagano, Sameh Khamis, Jan Kautz, Ming-Yu Liu, Ting-Chun Wang:
Learning to Relight Portrait Images via a Virtual Light Stage and Synthetic-to-Real Adaptation. ACM Trans. Graph. 41(6): 231:1-231:21 (2022) - [c194]Benjamin Wu, Chao Liu, Benjamin Eckart, Jan Kautz:
Neural Interferometry: Image Reconstruction from Astronomical Interferometers Using Transformer-Conditioned Neural Fields. AAAI 2022: 2685-2693 - [c193]Xin Dong, Hongxu Yin, José M. Álvarez, Jan Kautz, Pavlo Molchanov, H. T. Kung:
Privacy Vulnerability of Split Computing to Data-Free Model Inversion Attacks. BMVC 2022: 230 - [c192]Jiteng Mu, Shalini De Mello, Zhiding Yu, Nuno Vasconcelos, Xiaolong Wang, Jan Kautz, Sifei Liu:
CoordGAN: Self-Supervised Dense Correspondences Emerge from GANs. CVPR 2022: 10001-10010 - [c191]Ali Hatamizadeh, Hongxu Yin, Holger Roth, Wenqi Li, Jan Kautz, Daguang Xu, Pavlo Molchanov:
GradViT: Gradient Inversion of Vision Transformers. CVPR 2022: 10011-10020 - [c190]Hongxu Yin, Arash Vahdat, José M. Álvarez, Arun Mallya, Jan Kautz, Pavlo Molchanov:
A-ViT: Adaptive Tokens for Efficient Vision Transformer. CVPR 2022: 10799-10808 - [c189]Ye Yuan, Umar Iqbal, Pavlo Molchanov, Kris Kitani, Jan Kautz:
GLAMR: Global Occlusion-Aware Human Mesh Recovery with Dynamic Cameras. CVPR 2022: 11028-11039 - [c188]Xinlong Wang, Zhiding Yu, Shalini De Mello, Jan Kautz, Anima Anandkumar, Chunhua Shen, José M. Álvarez:
FreeSOLO: Learning to Segment Objects without Annotations. CVPR 2022: 14156-14166 - [c187]Jiarui Xu, Shalini De Mello, Sifei Liu, Wonmin Byeon, Thomas M. Breuel, Jan Kautz, Xiaolong Wang:
GroupViT: Semantic Segmentation Emerges from Text Supervision. CVPR 2022: 18113-18123 - [c186]Pavlo Molchanov, Jimmy Hall, Hongxu Yin, Jan Kautz, Nicolò Fusi, Arash Vahdat:
LANA: Latency Aware Network Acceleration. ECCV (12) 2022: 137-156 - [c185]Zian Wang, Wenzheng Chen, David Acuna, Jan Kautz, Sanja Fidler:
Neural Light Field Estimation for Street Scenes with Differentiable Virtual Object Insertion. ECCV (2) 2022: 380-397 - [c184]Benjamin Wu, Oliver Hennigh, Jan Kautz, Sanjay Choudhry, Wonmin Byeon:
Physics Informed RNN-DCT Networks for Time-Dependent Partial Differential Equations. ICCS (1) 2022: 372-379 - [c183]Xueting Li, Shalini De Mello, Xiaolong Wang, Ming-Hsuan Yang, Jan Kautz, Sifei Liu:
Learning Continuous Environment Fields via Implicit Functions. ICLR 2022 - [i134]Or Litany, Haggai Maron, David Acuna, Jan Kautz, Gal Chechik, Sanja Fidler:
Federated Learning with Heterogeneous Architectures using Graph HyperNetworks. CoRR abs/2201.08459 (2022) - [i133]Ali Hatamizadeh, Hongxu Yin, Pavlo Molchanov, Andriy Myronenko, Wenqi Li, Prerna Dogra, Andrew Feng, Mona G. Flores, Jan Kautz, Daguang Xu, Holger R. Roth:
Do Gradient Inversion Attacks Make Federated Learning Unsafe? CoRR abs/2202.06924 (2022) - [i132]Jiarui Xu, Shalini De Mello, Sifei Liu, Wonmin Byeon, Thomas M. Breuel, Jan Kautz, Xiaolong Wang:
GroupViT: Semantic Segmentation Emerges from Text Supervision. CoRR abs/2202.11094 (2022) - [i131]Xinlong Wang, Zhiding Yu, Shalini De Mello, Jan Kautz, Anima Anandkumar, Chunhua Shen, José M. Álvarez:
FreeSOLO: Learning to Segment Objects without Annotations. CoRR abs/2202.12181 (2022) - [i130]Benjamin Wu, Oliver Hennigh, Jan Kautz, Sanjay Choudhry, Wonmin Byeon:
Physics Informed RNN-DCT Networks for Time-Dependent Partial Differential Equations. CoRR abs/2202.12358 (2022) - [i129]Ali Hatamizadeh, Hongxu Yin, Holger Roth, Wenqi Li, Jan Kautz, Daguang Xu, Pavlo Molchanov:
GradViT: Gradient Inversion of Vision Transformers. CoRR abs/2203.11894 (2022) - [i128]Amit Raj, Umar Iqbal, Koki Nagano, Sameh Khamis, Pavlo Molchanov, James Hays, Jan Kautz:
DRaCoN - Differentiable Rasterization Conditioned Neural Radiance Fields for Articulated Avatars. CoRR abs/2203.15798 (2022) - [i127]Jiteng Mu, Shalini De Mello, Zhiding Yu, Nuno Vasconcelos, Xiaolong Wang, Jan Kautz, Sifei Liu:
CoordGAN: Self-Supervised Dense Correspondences Emerge from GANs. CoRR abs/2203.16521 (2022) - [i126]Jonathan Tremblay, Moustafa Meshry, Alex Evans, Jan Kautz, Alexander Keller, Sameh Khamis, Charles T. Loop, Nathan Morrical, Koki Nagano, Towaki Takikawa, Stan Birchfield:
RTMV: A Ray-Traced Multi-View Synthetic Dataset for Novel View Synthesis. CoRR abs/2205.07058 (2022) - [i125]Ali Hatamizadeh, Hongxu Yin, Jan Kautz, Pavlo Molchanov:
Global Context Vision Transformers. CoRR abs/2206.09959 (2022) - [i124]Zian Wang, Wenzheng Chen, David Acuna, Jan Kautz, Sanja Fidler:
Neural Light Field Estimation for Street Scenes with Differentiable Virtual Object Insertion. CoRR abs/2208.09480 (2022) - [i123]Yu-Ying Yeh, Koki Nagano, Sameh Khamis, Jan Kautz, Ming-Yu Liu, Ting-Chun Wang:
Learning to Relight Portrait Images via a Virtual Light Stage and Synthetic-to-Real Adaptation. CoRR abs/2209.10510 (2022) - [i122]Ye Yuan, Jiaming Song, Umar Iqbal, Arash Vahdat, Jan Kautz:
PhysDiff: Physics-Guided Human Motion Diffusion Model. CoRR abs/2212.02500 (2022) - [i121]Umar Iqbal, Akin Caliskan, Koki Nagano, Sameh Khamis, Pavlo Molchanov, Jan Kautz:
RANA: Relightable Articulated Neural Avatars. CoRR abs/2212.03237 (2022) - 2021
- [j57]Aysegul Dundar, Ming-Yu Liu, Zhiding Yu, Ting-Chun Wang, John Zedlewski, Jan Kautz:
Domain Stylization: A Fast Covariance Matching Framework Towards Domain Adaptation. IEEE Trans. Pattern Anal. Mach. Intell. 43(7): 2360-2372 (2021) - [c182]Umar Iqbal, Kevin Xie, Yunrong Guo, Jan Kautz, Pavlo Molchanov:
KAMA: 3D Keypoint Aware Body Mesh Articulation. 3DV 2021: 689-699 - [c181]Xitong Yang, Xiaodong Yang, Sifei Liu, Deqing Sun, Larry Davis, Jan Kautz:
Hierarchical Contrastive Motion Learning for Video Action Recognition. BMVC 2021: 109 - [c180]Benjamin Eckart, Wentao Yuan, Chao Liu, Jan Kautz:
Self-Supervised Learning on 3D Point Clouds by Learning Discrete Generative Models. CVPR 2021: 8248-8257 - [c179]Yang Fu, Sifei Liu, Umar Iqbal, Shalini De Mello, Humphrey Shi, Jan Kautz:
Learning to Track Instances without Video Annotations. CVPR 2021: 8680-8689 - [c178]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:
DexYCB: A Benchmark for Capturing Hand Grasping of Objects. CVPR 2021: 9044-9053 - [c177]Rakshit Sunil Kothari, Shalini De Mello, Umar Iqbal, Wonmin Byeon, Seonwook Park, Jan Kautz:
Weakly-Supervised Physically Unconstrained Gaze Estimation. CVPR 2021: 9980-9989 - [c176]Abhishek Badki, Orazio Gallo, Jan Kautz, Pradeep Sen:
Binary TTC: A Temporal Geofence for Autonomous Navigation. CVPR 2021: 12946-12955 - [c175]Hongxu Yin, Arun Mallya, Arash Vahdat, José M. Álvarez, Jan Kautz, Pavlo Molchanov:
See Through Gradients: Image Batch Recovery via GradInversion. CVPR 2021: 16337-16346 - [c174]