Jan Kautz

ORCID

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 322

Top Venues

Saarland University, Saarbrücken, Germany (PHD)

Education History

Saarland University, Saarbrücken, Germany

PHD

Publications

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 (2024)
Dejia Xu, Weili Nie, Chao Liu, Sifei Liu, Jan Kautz, Zhangyang Wang, Arash Vahdat
CamCo: Camera-Controllable 3D-Consistent Image-to-Video Generation. CoRR (2024)
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 (2024)
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)
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)
De-An Huang, Shijia Liao, Subhashree Radhakrishnan, Hongxu Yin, Pavlo Molchanov, Zhiding Yu, Jan Kautz
LITA: Language Instructed Temporal-Localization Assistant. CoRR (2024)
Daniel Lichy, Hang Su, Abhishek Badki, Jan Kautz, Orazio Gallo
FoVA-Depth: Field-of-View Agnostic Depth Estimation for Cross-Dataset Generalization. CoRR (2024)
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 (2024)
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 (2024)
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 (2024)
Ali Hatamizadeh, Jan Kautz
MambaVision: A Hybrid Mamba-Transformer Vision Backbone. CoRR (2024)
Ruisi Cai, Saurav Muralidharan, Greg Heinrich, Hongxu Yin, Zhangyang Wang, Jan Kautz, Pavlo Molchanov
Flextron: Many-in-One Flexible Large Language Model. CoRR (2024)
Morteza Mardani, Jiaming Song, Jan Kautz, Arash Vahdat
A Variational Perspective on Solving Inverse Problems with Diffusion Models. ICLR (2024)
Ali Hatamizadeh, Greg Heinrich, Hongxu Yin, Andrew Tao, José M. Álvarez, Jan Kautz, Pavlo Molchanov
FasterViT: Fast Vision Transformers with Hierarchical Attention. ICLR (2024)
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 (2024)
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)
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 (2024)
Daniel Lichy, Hang Su, Abhishek Badki, Jan Kautz, Orazio Gallo
FoVA-Depth: Field-of-View Agnostic Depth Estimation for Cross-Dataset Generalization. 3DV (2024)
Mike Ranzinger, Greg Heinrich, Jan Kautz, Pavlo Molchanov
AM-RADIO: Agglomerative Model - Reduce All Domains Into One. CoRR (2023)
Umar Iqbal, Akin Caliskan, Koki Nagano, Sameh Khamis, Pavlo Molchanov, Jan Kautz
RANA: Relightable Articulated Neural Avatars. ICCV (2023)
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)
Ali Hatamizadeh, Jiaming Song, Guilin Liu, Jan Kautz, Arash Vahdat
DiffiT: Diffusion Vision Transformers for Image Generation. CoRR (2023)
Ali Hatamizadeh, Michael Ranzinger, Jan Kautz
ViR: Vision Retention Networks. CoRR (2023)
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 (2023)
Ali Hatamizadeh, Greg Heinrich, Hongxu Yin, Andrew Tao, Jose M. Alvarez, Jan Kautz, Pavlo Molchanov
FasterViT: Fast Vision Transformers with Hierarchical Attention. CoRR (2023)
Morteza Mardani, Jiaming Song, Jan Kautz, Arash Vahdat
A Variational Perspective on Solving Inverse Problems with Diffusion Models. CoRR (2023)
Iuri Frosio, Jan Kautz
The Best Defense is a Good Offense: Adversarial Augmentation Against Adversarial Attacks. CVPR (2023)
Iuri Frosio, Jan Kautz
The Best Defense is a Good Offense: Adversarial Augmentation against Adversarial Attacks. CoRR (2023)
Batu Ozturkler, Chao Liu, Benjamin Eckart, Morteza Mardani, Jiaming Song, Jan Kautz
SMRD: SURE-Based Robust MRI Reconstruction with Diffusion Models. MICCAI (3) (2023)
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)
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)
Huanrui Yang, Hongxu Yin, Maying Shen, Pavlo Molchanov, Hai Li, Jan Kautz
Global Vision Transformer Pruning with Hessian-Aware Saliency. CVPR (2023)
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)
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 (2023)
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 (2023)
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 (2023)
Xueting Li, Shalini De Mello, Sifei Liu, Koki Nagano, Umar Iqbal, Jan Kautz
Generalizable One-shot Neural Head Avatar. CoRR (2023)
Bowen Wen, Wei Yang, Jan Kautz, Stan Birchfield
FoundationPose: Unified 6D Pose Estimation and Tracking of Novel Objects. CoRR (2023)
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)
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 (2023)
Jimmy T. H. Smith, Shalini De Mello, Jan Kautz, Scott W. Linderman, Wonmin Byeon
Convolutional State Space Models for Long-Range Spatiotemporal Modeling. CoRR (2023)
Paul Micaelli, Arash Vahdat, Hongxu Yin, Jan Kautz, Pavlo Molchanov
Recurrence without Recurrence: Stable Video Landmark Detection with Deep Equilibrium Models. CVPR (2023)
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 (2023)
Xueting Li, Shalini De Mello, Sifei Liu, Koki Nagano, Umar Iqbal, Jan Kautz
Generalizable One-shot 3D Neural Head Avatar. NeurIPS (2023)
Yang Fu, Sifei Liu, Amey Kulkarni, Jan Kautz, Alexei A. Efros, Xiaolong Wang
COLMAP-Free 3D Gaussian Splatting. CoRR (2023)
Divyam Madaan, Hongxu Yin, Wonmin Byeon, Jan Kautz, Pavlo Molchanov
Heterogeneous Continual Learning. CVPR (2023)
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 (2023)
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 (2023)
Ye Yuan, Jiaming Song, Umar Iqbal, Arash Vahdat, Jan Kautz
PhysDiff: Physics-Guided Human Motion Diffusion Model. ICCV (2023)
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 (2023)
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 (2023)
Ali Hatamizadeh, Hongxu Yin, Greg Heinrich, Jan Kautz, Pavlo Molchanov
Global Context Vision Transformers. ICML (2023)
Batu Ozturkler, Chao Liu, Benjamin Eckart, Morteza Mardani, Jiaming Song, Jan Kautz
SMRD: SURE-based Robust MRI Reconstruction with Diffusion Models. CoRR (2023)
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) (2023)
Jiaming Song, Arash Vahdat, Morteza Mardani, Jan Kautz
Pseudoinverse-Guided Diffusion Models for Inverse Problems. ICLR (2023)
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 (2023)
Chao Liu, Benjamin Eckart, Jan Kautz
Online Consistent Video Depth with Gaussian Mixture Representation. ICRA (2023)
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 (2023)
Paul Micaelli, Arash Vahdat, Hongxu Yin, Jan Kautz, Pavlo Molchanov
Recurrence without Recurrence: Stable Video Landmark Detection with Deep Equilibrium Models. CoRR (2023)
Divyam Madaan, Hongxu Yin, Wonmin Byeon, Jan Kautz, Pavlo Molchanov
Heterogeneous Continual Learning. CoRR (2023)
Ali Hatamizadeh, Hongxu Yin, Holger Roth, Wenqi Li, Jan Kautz, Daguang Xu, Pavlo Molchanov
GradViT: Gradient Inversion of Vision Transformers. CVPR (2022)
Benjamin Wu, Chao Liu, Benjamin Eckart, Jan Kautz
Neural Interferometry: Image Reconstruction from Astronomical Interferometers Using Transformer-Conditioned Neural Fields. AAAI (2022)
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) (2022)
Xueting Li, Shalini De Mello, Xiaolong Wang, Ming-Hsuan Yang, Jan Kautz, Sifei Liu
Learning Continuous Environment Fields via Implicit Functions. ICLR (2022)
Or Litany, Haggai Maron, David Acuna, Jan Kautz, Gal Chechik, Sanja Fidler
Federated Learning with Heterogeneous Architectures using Graph HyperNetworks. CoRR (2022)
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 (2022)
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 (2022)
Ali Hatamizadeh, Hongxu Yin, Jan Kautz, Pavlo Molchanov
Global Context Vision Transformers. CoRR (2022)
Jiarui Xu, Shalini De Mello, Sifei Liu, Wonmin Byeon, Thomas M. Breuel, Jan Kautz, Xiaolong Wang
GroupViT: Semantic Segmentation Emerges from Text Supervision. CoRR (2022)
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)
Xinlong Wang, Zhiding Yu, Shalini De Mello, Jan Kautz, Anima Anandkumar, Chunhua Shen, Jose M. Alvarez
FreeSOLO: Learning to Segment Objects without Annotations. CVPR (2022)
Hongxu Yin, Arash Vahdat, Jose M. Alvarez, Arun Mallya, Jan Kautz, Pavlo Molchanov
A-ViT: Adaptive Tokens for Efficient Vision Transformer. CVPR (2022)
Ye Yuan, Jiaming Song, Umar Iqbal, Arash Vahdat, Jan Kautz
PhysDiff: Physics-Guided Human Motion Diffusion Model. CoRR (2022)
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) (2022)
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 (2022)
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)
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)
Benjamin Wu, Oliver Hennigh, Jan Kautz, Sanjay Choudhry, Wonmin Byeon
Physics Informed RNN-DCT Networks for Time-Dependent Partial Differential Equations. ICCS (1) (2022)
Zian Wang, Wenzheng Chen, David Acuna, Jan Kautz, Sanja Fidler
Neural Light Field Estimation for Street Scenes with Differentiable Virtual Object Insertion. CoRR (2022)
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) (2022)
Xin Dong, Hongxu Yin, Jose M. Alvarez, Jan Kautz, Pavlo Molchanov, H. T. Kung
Privacy Vulnerability of Split Computing to Data-Free Model Inversion Attacks. BMVC (2022)
Jiteng Mu, Shalini De Mello, Zhiding Yu, Nuno Vasconcelos, Xiaolong Wang, Jan Kautz, Sifei Liu
CoordGAN: Self-Supervised Dense Correspondences Emerge from GANs. CoRR (2022)
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) (2022)
Ye Yuan, Umar Iqbal, Pavlo Molchanov, Kris Kitani, Jan Kautz
GLAMR: Global Occlusion-Aware Human Mesh Recovery with Dynamic Cameras. CVPR (2022)
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 (2022)
Pavlo Molchanov, Jimmy Hall, Hongxu Yin, Jan Kautz, Nicolò Fusi, Arash Vahdat
LANA: Latency Aware Network Acceleration. ECCV (12) (2022)
Xinlong Wang, Zhiding Yu, Shalini De Mello, Jan Kautz, Anima Anandkumar, Chunhua Shen, Jose M. Alvarez
FreeSOLO: Learning to Segment Objects without Annotations. CoRR (2022)
Umar Iqbal, Akin Caliskan, Koki Nagano, Sameh Khamis, Pavlo Molchanov, Jan Kautz
RANA: Relightable Articulated Neural Avatars. CoRR (2022)
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 (2022)
Benjamin Wu, Oliver Hennigh, Jan Kautz, Sanjay Choudhry, Wonmin Byeon
Physics Informed RNN-DCT Networks for Time-Dependent Partial Differential Equations. CoRR (2022)
Ali Hatamizadeh, Hongxu Yin, Holger Roth, Wenqi Li, Jan Kautz, Daguang Xu, Pavlo Molchanov
GradViT: Gradient Inversion of Vision Transformers. CoRR (2022)
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)
Abhishek Badki, Orazio Gallo, Jan Kautz, Pradeep Sen
Binary TTC: A Temporal Geofence for Autonomous Navigation. CoRR (2021)
Rakshit Kothari, Shalini De Mello, Umar Iqbal, Wonmin Byeon, Seonwook Park, Jan Kautz
Weakly-Supervised Physically Unconstrained Gaze Estimation. CoRR (2021)
Arash Vahdat, Karsten Kreis, Jan Kautz
Score-based Generative Modeling in Latent Space. CoRR (2021)
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. CoRR (2021)
Xitong Yang, Xiaodong Yang, Sifei Liu, Deqing Sun, Larry Davis, Jan Kautz
Hierarchical Contrastive Motion Learning for Video Action Recognition. BMVC (2021)
Jyoti Aneja, Alexander G. Schwing, Jan Kautz, Arash Vahdat
A Contrastive Learning Approach for Training Variational Autoencoder Priors. NeurIPS (2021)
Yang Fu, Sifei Liu, Umar Iqbal, Shalini De Mello, Humphrey Shi, Jan Kautz
Learning to Track Instances without Video Annotations. CVPR (2021)
Zian Wang, Jonah Philion, Sanja Fidler, Jan Kautz
Learning Indoor Inverse Rendering with 3D Spatially-Varying Lighting. ICCV (2021)

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Publication Activity (10 Years)

Top Topics

Top Venues

Jan Kautz