Bernt Schiele

ORCID

Publication Activity (10 Years)

Years Active: 1994-2024
Publications (10 Years): 352

Top Venues

CoRR

CVPR

ICCV

IEEE Trans. Pattern Anal. Mach. Intell.

Grenoble Institute of Technology, France (PHD)

Education History

Grenoble Institute of Technology, France

PHD

Publications

Max Maria Losch, Mohamed Omran, David Stutz, Mario Fritz, Bernt Schiele
On Adversarial Training without Perturbing all Examples. ICLR (2024)
Sukrut Rao, Sweta Mahajan, Moritz Böhle, Bernt Schiele
Discover-then-Name: Task-Agnostic Concept Bottlenecks via Automated Concept Discovery. CoRR (2024)
Haiyang Wang, Hao Tang, Li Jiang, Shaoshuai Shi, Muhammad Ferjad Naeem, Hongsheng Li, Bernt Schiele, Liwei Wang
GiT: Towards Generalist Vision Transformer through Universal Language Interface. CoRR (2024)
Shaoshuai Shi, Li Jiang, Dengxin Dai, Bernt Schiele
MTR++: Multi-Agent Motion Prediction With Symmetric Scene Modeling and Guided Intention Querying. IEEE Trans. Pattern Anal. Mach. Intell. 46 (5) (2024)
Moritz Böhle, Navdeeppal Singh, Mario Fritz, Bernt Schiele
B-Cos Alignment for Inherently Interpretable CNNs and Vision Transformers. IEEE Trans. Pattern Anal. Mach. Intell. 46 (6) (2024)
Anna Kukleva, Fadime Sener, Edoardo Remelli, Bugra Tekin, Eric Sauser, Bernt Schiele, Shugao Ma
X-MIC: Cross-Modal Instance Conditioning for Egocentric Action Generalization. CoRR (2024)
Noor Ahmed, Anna Kukleva, Bernt Schiele
OrCo: Towards Better Generalization via Orthogonality and Contrast for Few-Shot Class-Incremental Learning. CoRR (2024)
Amin Parchami-Araghi, Moritz Böhle, Sukrut Rao, Bernt Schiele
Good Teachers Explain: Explanation-Enhanced Knowledge Distillation. CoRR (2024)
Haopeng Li, Andong Deng, Qiuhong Ke, Jun Liu, Hossein Rahmani, Yulan Guo, Bernt Schiele, Chen Chen
Sports-QA: A Large-Scale Video Question Answering Benchmark for Complex and Professional Sports. CoRR (2024)
Sukrut Rao, Moritz Böhle, Bernt Schiele
Better Understanding Differences in Attribution Methods via Systematic Evaluations. IEEE Trans. Pattern Anal. Mach. Intell. 46 (6) (2024)
Alaa Anani, Tobias Lorenz, Bernt Schiele, Mario Fritz
Adaptive Hierarchical Certification for Segmentation using Randomized Smoothing. CoRR (2024)
Christopher Wewer, Kevin Raj, Eddy Ilg, Bernt Schiele, Jan Eric Lenssen
latentSplat: Autoencoding Variational Gaussians for Fast Generalizable 3D Reconstruction. CoRR (2024)
Yaoyao Liu, Yingying Li, Bernt Schiele, Qianru Sun
Wakening Past Concepts without Past Data: Class-Incremental Learning from Online Placebos. WACV (2024)
Yue Fan, Yongqin Xian, Xiaohua Zhai, Alexander Kolesnikov, Muhammad Ferjad Naeem, Bernt Schiele, Federico Tombari
Toward a Diffusion-Based Generalist for Dense Vision Tasks. CoRR (2024)
Soumava Paul, Christopher Wewer, Bernt Schiele, Jan Eric Lenssen
Sp2360: Sparse-view 360 Scene Reconstruction using Cascaded 2D Diffusion Priors. CoRR (2024)
Anurag Das, Xinting Hu, Li Jiang, Bernt Schiele
MTA-CLIP: Language-Guided Semantic Segmentation with Mask-Text Alignment. CoRR (2024)
Xudong Hong, Vera Demberg, Asad B. Sayeed, Qiankun Zheng, Bernt Schiele
Visual Coherence Loss for Coherent and Visually Grounded Story Generation. ACL (Findings) (2023)
Yue Fan, Anna Kukleva, Dengxin Dai, Bernt Schiele
Revisiting Consistency Regularization for Semi-Supervised Learning. Int. J. Comput. Vis. 131 (3) (2023)
Hao Chen, Ran Tao, Yue Fan, Yidong Wang, Jindong Wang, Bernt Schiele, Xing Xie, Bhiksha Raj, Marios Savvides
SoftMatch: Addressing the Quantity-Quality Tradeoff in Semi-supervised Learning. ICLR (2023)
Yong Guo, David Stutz, Bernt Schiele
Robustifying Token Attention for Vision Transformers. CoRR (2023)
Jian Ding, Nan Xue, Gui-Song Xia, Bernt Schiele, Dengxin Dai
HGFormer: Hierarchical Grouping Transformer for Domain Generalized Semantic Segmentation. CoRR (2023)
Qi Fan, Mattia Segù, Yu-Wing Tai, Fisher Yu, Chi-Keung Tang, Bernt Schiele, Dengxin Dai
Towards Robust Object Detection Invariant to Real-World Domain Shifts. ICLR (2023)
Yong Guo, David Stutz, Bernt Schiele
Robustifying Token Attention for Vision Transformers. ICCV (2023)
Sukrut Rao, Moritz Böhle, Bernt Schiele
Better Understanding Differences in Attribution Methods via Systematic Evaluations. CoRR (2023)
Christopher Wewer, Eddy Ilg, Bernt Schiele, Jan Eric Lenssen
SimNP: Learning Self-Similarity Priors Between Neural Points. CoRR (2023)
Zilin Luo, Yaoyao Liu, Bernt Schiele, Qianru Sun
Class-Incremental Exemplar Compression for Class-Incremental Learning. CoRR (2023)
Moritz Böhle, Navdeeppal Singh, Mario Fritz, Bernt Schiele
B-cos Alignment for Inherently Interpretable CNNs and Vision Transformers. CoRR (2023)
Achin Jain, Gurumurthy Swaminathan, Paolo Favaro, Hao Yang, Avinash Ravichandran, Hrayr Harutyunyan, Alessandro Achille, Onkar Dabeer, Bernt Schiele, Ashwin Swaminathan, Stefano Soatto
A Meta-Learning Approach to Predicting Performance and Data Requirements. CVPR (2023)
Yong Guo, David Stutz, Bernt Schiele
Improving Robustness of Vision Transformers by Reducing Sensitivity to Patch Corruptions. CVPR (2023)
Zhi Li, Shaoshuai Shi, Bernt Schiele, Dengxin Dai
Test-time Domain Adaptation for Monocular Depth Estimation. ICRA (2023)
Nina Shvetsova, Anna Kukleva, Xudong Hong, Christian Rupprecht, Bernt Schiele, Hilde Kuehne
HowToCaption: Prompting LLMs to Transform Video Annotations at Scale. CoRR (2023)
Yaoyao Liu, Bernt Schiele, Andrea Vedaldi, Christian Rupprecht
Continual Detection Transformer for Incremental Object Detection. CVPR (2023)
Zilin Luo, Yaoyao Liu, Bernt Schiele, Qianru Sun
Class-Incremental Exemplar Compression for Class-Incremental Learning. CVPR (2023)
Ke Fan, Zechen Bai, Tianjun Xiao, Dominik Zietlow, Max Horn, Zixu Zhao, Carl-Johann Simon-Gabriel, Mike Zheng Shou, Francesco Locatello, Bernt Schiele, Thomas Brox, Zheng Zhang, Yanwei Fu, Tong He
Unsupervised Open-Vocabulary Object Localization in Videos. ICCV (2023)
Xudong Hong, Vera Demberg, Asad B. Sayeed, Qiankun Zheng, Bernt Schiele
Visual Coherence Loss for Coherent and Visually Grounded Story Generation. RepL4NLP@ACL (2023)
Jiali Xi, Jianqiang Huang, Shibao Zheng, Qin Zhou, Bernt Schiele, Xian-Sheng Hua, Qianru Sun
Learning comprehensive global features in person re-identification: Ensuring discriminativeness of more local regions. Pattern Recognit. 134 (2023)
Yue Fan, Anna Kukleva, Dengxin Dai, Bernt Schiele
SSB: Simple but Strong Baseline for Boosting Performance of Open-Set Semi-Supervised Learning. CoRR (2023)
Yaoyao Liu, Yingying Li, Bernt Schiele, Qianru Sun
Wakening Past Concepts without Past Data: Class-Incremental Learning from Online Placebos. CoRR (2023)
Yaoyao Liu, Yingying Li, Bernt Schiele, Qianru Sun
Online Hyperparameter Optimization for Class-Incremental Learning. CoRR (2023)
Xudong Hong, Asad B. Sayeed, Khushboo Mehra, Vera Demberg, Bernt Schiele
Visual Writing Prompts: Character-Grounded Story Generation with Curated Image Sequences. Trans. Assoc. Comput. Linguistics 11 (2023)
Max Maria Losch, David Stutz, Bernt Schiele, Mario Fritz
Certified Robust Models with Slack Control and Large Lipschitz Constants. CoRR (2023)
Mattia Segù, Bernt Schiele, Fisher Yu
DARTH: Holistic Test-time Adaptation for Multiple Object Tracking. ICCV (2023)
Jian Ding, Nan Xue, Gui-Song Xia, Bernt Schiele, Dengxin Dai
HGFormer: Hierarchical Grouping Transformer for Domain Generalized Semantic Segmentation. CVPR (2023)
Zixu Zhao, Jiaze Wang, Max Horn, Yizhuo Ding, Tong He, Zechen Bai, Dominik Zietlow, Carl-Johann Simon-Gabriel, Bing Shuai, Zhuowen Tu, Thomas Brox, Bernt Schiele, Yanwei Fu, Francesco Locatello, Zheng Zhang, Tianjun Xiao
Object-Centric Multiple Object Tracking. CoRR (2023)
Yidong Wang, Hao Chen, Qiang Heng, Wenxin Hou, Yue Fan, Zhen Wu, Jindong Wang, Marios Savvides, Takahiro Shinozaki, Bhiksha Raj, Bernt Schiele, Xing Xie
FreeMatch: Self-adaptive Thresholding for Semi-supervised Learning. ICLR (2023)
Nina Shvetsova, Felix Petersen, Anna Kukleva, Bernt Schiele, Hilde Kuehne
Learning by Sorting: Self-supervised Learning with Group Ordering Constraints. CoRR (2023)
Anna Kukleva, Moritz Böhle, Bernt Schiele, Hilde Kuehne, Christian Rupprecht
Temperature Schedules for self-supervised contrastive methods on long-tail data. ICLR (2023)
Yaoyao Liu, Bernt Schiele, Andrea Vedaldi, Christian Rupprecht
Continual Detection Transformer for Incremental Object Detection. CoRR (2023)
Anurag Das, Yongqin Xian, Yang He, Zeynep Akata, Bernt Schiele
Urban Scene Semantic Segmentation with Low-Cost Coarse Annotation. WACV (2023)
Mattia Segù, Bernt Schiele, Fisher Yu
DARTH: Holistic Test-time Adaptation for Multiple Object Tracking. CoRR (2023)
Nina Shvetsova, Anna Kukleva, Bernt Schiele, Hilde Kuehne
In-Style: Bridging Text and Uncurated Videos with Style Transfer for Text-Video Retrieval. ICCV (2023)
Li Jiang, Zetong Yang, Shaoshuai Shi, Vladislav Golyanik, Dengxin Dai, Bernt Schiele
Self-supervised Pre-training with Masked Shape Prediction for 3D Scene Understanding. CoRR (2023)
Moritz Böhle, Mario Fritz, Bernt Schiele
Optimising for Interpretability: Convolutional Dynamic Alignment Networks. IEEE Trans. Pattern Anal. Mach. Intell. 45 (6) (2023)
Anna Kukleva, Moritz Böhle, Bernt Schiele, Hilde Kuehne, Christian Rupprecht
Temperature Schedules for Self-Supervised Contrastive Methods on Long-Tail Data. CoRR (2023)
Moritz Böhle, Mario Fritz, Bernt Schiele
Holistically Explainable Vision Transformers. CoRR (2023)
Jiahua Dong, Yang Cong, Gan Sun, Yulun Zhang, Bernt Schiele, Dengxin Dai
No One Left Behind: Real-World Federated Class-Incremental Learning. CoRR (2023)
Xudong Hong, Asad B. Sayeed, Khushboo Mehra, Vera Demberg, Bernt Schiele
Visual Writing Prompts: Character-Grounded Story Generation with Curated Image Sequences. CoRR (2023)
Li Jiang, Zetong Yang, Shaoshuai Shi, Vladislav Golyanik, Dengxin Dai, Bernt Schiele
Self-Supervised Pre-Training with Masked Shape Prediction for 3D Scene Understanding. CVPR (2023)
Shaoshuai Shi, Li Jiang, Dengxin Dai, Bernt Schiele
MTR++: Multi-Agent Motion Prediction with Symmetric Scene Modeling and Guided Intention Querying. CoRR (2023)
Sukrut Rao, Moritz Böhle, Amin Parchami-Araghi, Bernt Schiele
Studying How to Efficiently and Effectively Guide Models with Explanations. ICCV (2023)
Haiyang Wang, Chen Shi, Shaoshuai Shi, Meng Lei, Sen Wang, Di He, Bernt Schiele, Liwei Wang
DSVT: Dynamic Sparse Voxel Transformer with Rotated Sets. CoRR (2023)
Nina Shvetsova, Felix Petersen, Anna Kukleva, Bernt Schiele, Hilde Kuehne
Learning by Sorting: Self-supervised Learning with Group Ordering Constraints. ICCV (2023)
Samarth Sinha, Peter V. Gehler, Francesco Locatello, Bernt Schiele
TeST: Test-time Self-Training under Distribution Shift. WACV (2023)
Yaoyao Liu, Bernt Schiele, Qianru Sun
RMM: Reinforced Memory Management for Class-Incremental Learning. CoRR (2023)
Haiyang Wang, Hao Tang, Shaoshuai Shi, Aoxue Li, Zhenguo Li, Bernt Schiele, Liwei Wang
UniTR: A Unified and Efficient Multi-Modal Transformer for Bird's-Eye-View Representation. CoRR (2023)
Haiyang Wang, Chen Shi, Shaoshuai Shi, Meng Lei, Sen Wang, Di He, Bernt Schiele, Liwei Wang
DSVT: Dynamic Sparse Voxel Transformer with Rotated Sets. CVPR (2023)
Edgar Schönfeld, Julio Borges, Vadim Sushko, Bernt Schiele, Anna Khoreva
Discovering Class-Specific GAN Controls for Semantic Image Synthesis. CVPR Workshops (2023)
Anurag Das, Yongqin Xian, Dengxin Dai, Bernt Schiele
Weakly-Supervised Domain Adaptive Semantic Segmentation with Prototypical Contrastive Learning. CVPR (2023)
Haiyang Wang, Hao Tang, Shaoshuai Shi, Aoxue Li, Zhenguo Li, Bernt Schiele, Liwei Wang
UniTR: A Unified and Efficient Multi-Modal Transformer for Bird's-Eye-View Representation. ICCV (2023)
Christopher Wewer, Eddy Ilg, Bernt Schiele, Jan Eric Lenssen
SimNP: Learning Self-Similarity Priors Between Neural Points. ICCV (2023)
David Stutz, Nandhini Chandramoorthy, Matthias Hein, Bernt Schiele
Random and Adversarial Bit Error Robustness: Energy-Efficient and Secure DNN Accelerators. IEEE Trans. Pattern Anal. Mach. Intell. 45 (3) (2023)
Max Maria Losch, David Stutz, Bernt Schiele, Mario Fritz
Certified Robust Models with Slack Control and Large Lipschitz Constants. DAGM (2023)
Achin Jain, Gurumurthy Swaminathan, Paolo Favaro, Hao Yang, Avinash Ravichandran, Hrayr Harutyunyan, Alessandro Achille, Onkar Dabeer, Bernt Schiele, Ashwin Swaminathan, Stefano Soatto
A Meta-Learning Approach to Predicting Performance and Data Requirements. CoRR (2023)
Sukrut Rao, Moritz Böhle, Amin Parchami-Araghi, Bernt Schiele
Using Explanations to Guide Models. CoRR (2023)
Zixu Zhao, Jiaze Wang, Max Horn, Yizhuo Ding, Tong He, Zechen Bai, Dominik Zietlow, Carl-Johann Simon-Gabriel, Bing Shuai, Zhuowen Tu, Thomas Brox, Bernt Schiele, Yanwei Fu, Francesco Locatello, Zheng Zhang, Tianjun Xiao
Object-Centric Multiple Object Tracking. ICCV (2023)
Hao Chen, Ran Tao, Yue Fan, Yidong Wang, Jindong Wang, Bernt Schiele, Xing Xie, Bhiksha Raj, Marios Savvides
SoftMatch: Addressing the Quantity-Quality Trade-off in Semi-supervised Learning. CoRR (2023)
Ke Fan, Zechen Bai, Tianjun Xiao, Dominik Zietlow, Max Horn, Zixu Zhao, Carl-Johann Simon-Gabriel, Mike Zheng Shou, Francesco Locatello, Bernt Schiele, Thomas Brox, Zheng Zhang, Yanwei Fu, Tong He
Unsupervised Open-Vocabulary Object Localization in Videos. CoRR (2023)
Yaoyao Liu, Yingying Li, Bernt Schiele, Qianru Sun
Online Hyperparameter Optimization for Class-Incremental Learning. AAAI (2023)
Nina Shvetsova, Anna Kukleva, Bernt Schiele, Hilde Kuehne
In-Style: Bridging Text and Uncurated Videos with Style Transfer for Text-Video Retrieval. CoRR (2023)
Yue Fan, Anna Kukleva, Dengxin Dai, Bernt Schiele
SSB: Simple but Strong Baseline for Boosting Performance of Open-Set Semi-Supervised Learning. ICCV (2023)
Florian Wenzel, Andrea Dittadi, Peter V. Gehler, Carl-Johann Simon-Gabriel, Max Horn, Dominik Zietlow, David Kernert, Chris Russell, Thomas Brox, Bernt Schiele, Bernhard Schölkopf, Francesco Locatello
Assaying Out-Of-Distribution Generalization in Transfer Learning. NeurIPS (2022)
Jiangxin Dong, Stefan Roth, Bernt Schiele
DWDN: Deep Wiener Deconvolution Network for Non-Blind Image Deblurring. IEEE Trans. Pattern Anal. Mach. Intell. 44 (12) (2022)
Yong Guo, David Stutz, Bernt Schiele
Improving Corruption and Adversarial Robustness by Enhancing Weak Subnets. CoRR (2022)
Yue Fan, Dengxin Dai, Anna Kukleva, Bernt Schiele
CoSSL: Co-Learning of Representation and Classifier for Imbalanced Semi-Supervised Learning. CVPR (2022)
Anurag Das, Yongqin Xian, Yang He, Zeynep Akata, Bernt Schiele
Urban Scene Semantic Segmentation with Low-Cost Coarse Annotation. CoRR (2022)
Yidong Wang, Hao Chen, Yue Fan, Wang Sun, Ran Tao, Wenxin Hou, Renjie Wang, Linyi Yang, Zhi Zhou, Lan-Zhe Guo, Heli Qi, Zhen Wu, Yu-Feng Li, Satoshi Nakamura, Wei Ye, Marios Savvides, Bhiksha Raj, Takahiro Shinozaki, Bernt Schiele, Jindong Wang, Xing Xie, Yue Zhang
USB: A Unified Semi-supervised Learning Benchmark for Classification. NeurIPS (2022)
Sukrut Rao, Moritz Böhle, Bernt Schiele
Towards Better Understanding Attribution Methods. CVPR (2022)
Tao Sun, Mattia Segù, Janis Postels, Yuxuan Wang, Luc Van Gool, Bernt Schiele, Federico Tombari, Fisher Yu
SHIFT: A Synthetic Driving Dataset for Continuous Multi-Task Domain Adaptation. CVPR (2022)
Yongqin Xian, Julian Chibane, Bharat Lal Bhatnagar, Bernt Schiele, Zeynep Akata, Gerard Pons-Moll
Any-Shot GIN: Generalizing Implicit Networks for Reconstructing Novel Classes. 3DV (2022)
Wenjia Xu, Yongqin Xian, Jiuniu Wang, Bernt Schiele, Zeynep Akata
VGSE: Visually-Grounded Semantic Embeddings for Zero-Shot Learning. CoRR (2022)
Achin Jain, Kibok Lee, Gurumurthy Swaminathan, Hao Yang, Bernt Schiele, Avinash Ravichandran, Onkar Dabeer
ComplETR: Reducing the cost of annotations for object detection in dense scenes with vision transformers. CoRR (2022)
Zetong Yang, Li Jiang, Yanan Sun, Bernt Schiele, Jiaya Jia
A Unified Query-based Paradigm for Point Cloud Understanding. CoRR (2022)
Florian Wenzel, Andrea Dittadi, Peter Vincent Gehler, Carl-Johann Simon-Gabriel, Max Horn, Dominik Zietlow, David Kernert, Chris Russell, Thomas Brox, Bernt Schiele, Bernhard Schölkopf, Francesco Locatello
Assaying Out-Of-Distribution Generalization in Transfer Learning. CoRR (2022)
Shaoshuai Shi, Li Jiang, Dengxin Dai, Bernt Schiele
Motion Transformer with Global Intention Localization and Local Movement Refinement. NeurIPS (2022)
Enea Duka, Anna Kukleva, Bernt Schiele
Leveraging Self-Supervised Training for Unintentional Action Recognition. CoRR (2022)
Shenjian Gong, Shanshan Zhang, Jian Yang, Dengxin Dai, Bernt Schiele
Class-Agnostic Object Counting Robust to Intraclass Diversity. ECCV (33) (2022)
Pei Wang, Zhaowei Cai, Hao Yang, Gurumurthy Swaminathan, Nuno Vasconcelos, Bernt Schiele, Stefano Soatto
Omni-DETR: Omni-Supervised Object Detection with Transformers. CoRR (2022)
Wenjia Xu, Yongqin Xian, Jiuniu Wang, Bernt Schiele, Zeynep Akata
VGSE: Visually-Grounded Semantic Embeddings for Zero-Shot Learning. CVPR (2022)
Yue Zhao, Yantao Shen, Yuanjun Xiong, Shuo Yang, Wei Xia, Zhuowen Tu, Bernt Schiele, Stefano Soatto
ELODI: Ensemble Logit Difference Inhibition for Positive-Congruent Training. CoRR (2022)
Enea Duka, Anna Kukleva, Bernt Schiele
Leveraging Self-Supervised Training for Unintentional Action Recognition. ECCV Workshops (4) (2022)

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Publication Activity (10 Years)

Top Topics

Top Venues

Bernt Schiele