Schiele, Bernt

226 publications

TMLR 2026 Beyond Accuracy: What Matters in Designing Well-Behaved Image Classification Models? Robin Hesse, Doğukan Bağcı, Bernt Schiele, Simone Schaub-Meyer, Stefan Roth

ICCV 2025 AIM: Amending Inherent Interpretability via Self-Supervised Masking Eyad Alshami, Shashank Agnihotri, Bernt Schiele, Margret Keuper

NeurIPS 2025 FaCT: Faithful Concept Traces for Explaining Neural Network Decisions Amin Parchami-Araghi, Sukrut Rao, Jonas Fischer, Bernt Schiele

ICLR 2025 How to Probe: Simple yet Effective Techniques for Improving Post-Hoc Explanations Siddhartha Gairola, Moritz Böhle, Francesco Locatello, Bernt Schiele

NeurIPS 2025 KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models Yongliang Wu, Zonghui Li, Xinting Hu, Xinyu Ye, Xianfang Zeng, Gang Yu, Wenbo Zhu, Bernt Schiele, Ming-Hsuan Yang, Xu Yang

CVPR 2025 MET3R: Measuring Multi-View Consistency in Generated Images Mohammad Asim, Christopher Wewer, Thomas Wimmer, Bernt Schiele, Jan Eric Lenssen

CVPR 2025 Number It: Temporal Grounding Videos like Flipping Manga Yongliang Wu, Xinting Hu, Yuyang Sun, Yizhou Zhou, Wenbo Zhu, Fengyun Rao, Bernt Schiele, Xu Yang

CVPR 2025 PersonaHOI: Effortlessly Improving Face Personalization in Human-Object Interaction Generation Xinting Hu, Haoran Wang, Jan Eric Lenssen, Bernt Schiele

ICML 2025 Pixel-Level Certified Explanations via Randomized Smoothing Alaa Anani, Tobias Lorenz, Mario Fritz, Bernt Schiele

ICLR 2025 Samba: Synchronized Set-of-Sequences Modeling for Multiple Object Tracking Mattia Segu, Luigi Piccinelli, Siyuan Li, Yung-Hsu Yang, Luc Van Gool, Bernt Schiele

NeurIPS 2025 Solving Inverse Problems with FLAIR Julius Erbach, Dominik Narnhofer, Andreas Robert Dombos, Bernt Schiele, Jan Eric Lenssen, Konrad Schindler

ICML 2025 Spatial Reasoning with Denoising Models Christopher Wewer, Bartlomiej Pogodzinski, Bernt Schiele, Jan Eric Lenssen

CVPR 2025 Test-Time Visual In-Context Tuning Jiahao Xie, Alessio Tonioni, Nathalie Rauschmayr, Federico Tombari, Bernt Schiele

ICLR 2025 TokenFormer: Rethinking Transformer Scaling with Tokenized Model Parameters Haiyang Wang, Yue Fan, Muhammad Ferjad Naeem, Yongqin Xian, Jan Eric Lenssen, Liwei Wang, Federico Tombari, Bernt Schiele

CVPR 2025 Unbiasing Through Textual Descriptions: Mitigating Representation Bias in Video Benchmarks Nina Shvetsova, Arsha Nagrani, Bernt Schiele, Hilde Kuehne, Christian Rupprecht

ICCV 2025 VITAL: More Understandable Feature Visualization Through Distribution Alignment and Relevant Information Flow Ada Görgün, Bernt Schiele, Jonas Fischer

ICML 2024 Adaptive Hierarchical Certification for Segmentation Using Randomized Smoothing Alaa Anani, Tobias Lorenz, Bernt Schiele, Mario Fritz

NeurIPS 2024 B-Cosification: Transforming Deep Neural Networks to Be Inherently Interpretable Shreyash Arya, Sukrut Rao, Moritz Böhle, Bernt Schiele

ECCV 2024 Discover-Then-Name: Task-Agnostic Concept Bottlenecks via Automated Concept Discovery Sukrut Rao, Sweta Mahajan, Moritz Böhle, Bernt Schiele

ECCV 2024 GiT: Towards Generalist Vision Transformer Through Universal Language Interface Haiyang Wang, Hao Tang, Li Jiang, Shaoshuai Shi, Muhammad Ferjad Naeem, Hongsheng Li, Bernt Schiele, Liwei Wang

ECCV 2024 Good Teachers Explain: Explanation-Enhanced Knowledge Distillation Amin Parchami-Araghi, Moritz Böhle, Sukrut Rao, Bernt Schiele

ECCV 2024 HowToCaption: Prompting LLMs to Transform Video Annotations at Scale Nina Shvetsova, Anna Kukleva, Xudong Hong, Christian Rupprecht, Bernt Schiele, Hilde Kuehne

ECCV 2024 MTA-CLIP: Language-Guided Semantic Segmentation with Mask-Text Alignment Anurag Das, Xinting Hu, Li Jiang, Bernt Schiele

ICLR 2024 On Adversarial Training Without Perturbing All Examples Max Losch, Mohamed Omran, David Stutz, Mario Fritz, Bernt Schiele

CVPR 2024 Open-Vocabulary 3D Semantic Segmentation with Foundation Models Li Jiang, Shaoshuai Shi, Bernt Schiele

CVPR 2024 OrCo: Towards Better Generalization via Orthogonality and Contrast for Few-Shot Class-Incremental Learning Noor Ahmed, Anna Kukleva, Bernt Schiele

NeurIPS 2024 Scribbles for All: Benchmarking Scribble Supervised Segmentation Across Datasets Wolfgang Boettcher, Lukas Hoyer, Ozan Unal, Jan Eric Lenssen, Bernt Schiele

CVPR 2024 Training Vision Transformers for Semi-Supervised Semantic Segmentation Xinting Hu, Li Jiang, Bernt Schiele

WACV 2024 Wakening past Concepts Without past Data: Class-Incremental Learning from Online Placebos Yaoyao Liu, Yingying Li, Bernt Schiele, Qianru Sun

ECCV 2024 Walker: Self-Supervised Multiple Object Tracking by Walking on Temporal Object Appearance Graphs Mattia Segù, Luigi Piccinelli, Siyuan Li, Luc Van Gool, Fisher Yu, Bernt Schiele

CVPR 2024 X-MIC: Cross-Modal Instance Conditioning for Egocentric Action Generalization Anna Kukleva, Fadime Sener, Edoardo Remelli, Bugra Tekin, Eric Sauser, Bernt Schiele, Shugao Ma

ECCV 2024 latentSplat: Autoencoding Variational Gaussians for Fast Generalizable 3D Reconstruction Christopher Wewer, Kevin Raj, Eddy Ilg, Bernt Schiele, Jan E. Lenssen

CVPR 2023 A Meta-Learning Approach to Predicting Performance and Data Requirements Achin Jain, Gurumurthy Swaminathan, Paolo Favaro, Hao Yang, Avinash Ravichandran, Hrayr Harutyunyan, Alessandro Achille, Onkar Dabeer, Bernt Schiele, Ashwin Swaminathan, Stefano Soatto

CVPR 2023 Class-Incremental Exemplar Compression for Class-Incremental Learning Zilin Luo, Yaoyao Liu, Bernt Schiele, Qianru Sun

CVPR 2023 Continual Detection Transformer for Incremental Object Detection Yaoyao Liu, Bernt Schiele, Andrea Vedaldi, Christian Rupprecht

ICCV 2023 DARTH: Holistic Test-Time Adaptation for Multiple Object Tracking Mattia Segu, Bernt Schiele, Fisher Yu

CVPR 2023 DSVT: Dynamic Sparse Voxel Transformer with Rotated Sets Haiyang Wang, Chen Shi, Shaoshuai Shi, Meng Lei, Sen Wang, Di He, Bernt Schiele, Liwei Wang

CVPRW 2023 Discovering Class-Specific GAN Controls for Semantic Image Synthesis Edgar Schönfeld, Julio Borges, Vadim Sushko, Bernt Schiele, Anna Khoreva

ICLR 2023 FreeMatch: Self-Adaptive Thresholding for Semi-Supervised Learning Yidong Wang, Hao Chen, Qiang Heng, Wenxin Hou, Yue Fan, Zhen Wu, Jindong Wang, Marios Savvides, Takahiro Shinozaki, Bhiksha Raj, Bernt Schiele, Xing Xie

CVPR 2023 HGFormer: Hierarchical Grouping Transformer for Domain Generalized Semantic Segmentation Jian Ding, Nan Xue, Gui-Song Xia, Bernt Schiele, Dengxin Dai

CVPR 2023 Improving Robustness of Vision Transformers by Reducing Sensitivity to Patch Corruptions Yong Guo, David Stutz, Bernt Schiele

ICCV 2023 In-Style: Bridging Text and Uncurated Videos with Style Transfer for Text-Video Retrieval Nina Shvetsova, Anna Kukleva, Bernt Schiele, Hilde Kuehne

ICCV 2023 Learning by Sorting: Self-Supervised Learning with Group Ordering Constraints Nina Shvetsova, Felix Petersen, Anna Kukleva, Bernt Schiele, Hilde Kuehne

ICCV 2023 Object-Centric Multiple Object Tracking 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

AAAI 2023 Online Hyperparameter Optimization for Class-Incremental Learning Yaoyao Liu, Yingying Li, Bernt Schiele, Qianru Sun

ICCV 2023 Robustifying Token Attention for Vision Transformers Yong Guo, David Stutz, Bernt Schiele

ICCV 2023 SSB: Simple but Strong Baseline for Boosting Performance of Open-Set Semi-Supervised Learning Yue Fan, Anna Kukleva, Dengxin Dai, Bernt Schiele

CVPR 2023 Self-Supervised Pre-Training with Masked Shape Prediction for 3D Scene Understanding Li Jiang, Zetong Yang, Shaoshuai Shi, Vladislav Golyanik, Dengxin Dai, Bernt Schiele

ICCV 2023 SimNP: Learning Self-Similarity Priors Between Neural Points Christopher Wewer, Eddy Ilg, Bernt Schiele, Jan Eric Lenssen

ICLR 2023 SoftMatch: Addressing the Quantity-Quality Tradeoff in Semi-Supervised Learning Hao Chen, Ran Tao, Yue Fan, Yidong Wang, Jindong Wang, Bernt Schiele, Xing Xie, Bhiksha Raj, Marios Savvides

ICCV 2023 Studying How to Efficiently and Effectively Guide Models with Explanations Sukrut Rao, Moritz Böhle, Amin Parchami-Araghi, Bernt Schiele

WACV 2023 TeST: Test-Time Self-Training Under Distribution Shift Samarth Sinha, Peter Gehler, Francesco Locatello, Bernt Schiele

ICLR 2023 Temperature Schedules for Self-Supervised Contrastive Methods on Long-Tail Data Anna Kukleva, Moritz Böhle, Bernt Schiele, Hilde Kuehne, Christian Rupprecht

ICLR 2023 Towards Robust Object Detection Invariant to Real-World Domain Shifts Qi Fan, Mattia Segu, Yu-Wing Tai, Fisher Yu, Chi-Keung Tang, Bernt Schiele, Dengxin Dai

ICCV 2023 UniTR: A Unified and Efficient Multi-Modal Transformer for Bird's-Eye-View Representation Haiyang Wang, Hao Tang, Shaoshuai Shi, Aoxue Li, Zhenguo Li, Bernt Schiele, Liwei Wang

ICCV 2023 Unsupervised Open-Vocabulary Object Localization in Videos 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

WACV 2023 Urban Scene Semantic Segmentation with Low-Cost Coarse Annotation Anurag Das, Yongqin Xian, Yang He, Zeynep Akata, Bernt Schiele

CVPR 2023 Weakly-Supervised Domain Adaptive Semantic Segmentation with Prototypical Contrastive Learning Anurag Das, Yongqin Xian, Dengxin Dai, Bernt Schiele

CVPR 2022 A Unified Query-Based Paradigm for Point Cloud Understanding Zetong Yang, Li Jiang, Yanan Sun, Bernt Schiele, Jiaya Jia

ICMLW 2022 Are We Viewing the Problem of Robust Generalisation Through the Appropriate Lens? Mohamed Omran, Bernt Schiele

NeurIPS 2022 Assaying Out-of-Distribution Generalization in Transfer Learning 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

CVPR 2022 B-Cos Networks: Alignment Is All We Need for Interpretability Moritz Böhle, Mario Fritz, Bernt Schiele

CVPR 2022 Bi-Level Alignment for Cross-Domain Crowd Counting Shenjian Gong, Shanshan Zhang, Jian Yang, Dengxin Dai, Bernt Schiele

ECCV 2022 Class-Agnostic Object Counting Robust to Intraclass Diversity Shenjian Gong, Shanshan Zhang, Jian Yang, Dengxin Dai, Bernt Schiele

CVPR 2022 CoSSL: Co-Learning of Representation and Classifier for Imbalanced Semi-Supervised Learning Yue Fan, Dengxin Dai, Anna Kukleva, Bernt Schiele

ECCV 2022 Improving Robustness by Enhancing Weak Subnets Yong Guo, David Stutz, Bernt Schiele

AAAI 2022 Keypoint Message Passing for Video-Based Person Re-Identification Di Chen, Andreas Doering, Shanshan Zhang, Jian Yang, Juergen Gall, Bernt Schiele

ECCVW 2022 Leveraging Self-Supervised Training for Unintentional Action Recognition Enea Duka, Anna Kukleva, Bernt Schiele

NeurIPS 2022 Motion Transformer with Global Intention Localization and Local Movement Refinement Shaoshuai Shi, Li Jiang, Dengxin Dai, Bernt Schiele

CVPR 2022 Omni-DETR: Omni-Supervised Object Detection with Transformers Pei Wang, Zhaowei Cai, Hao Yang, Gurumurthy Swaminathan, Nuno Vasconcelos, Bernt Schiele, Stefano Soatto

CVPR 2022 PoseTrack21: A Dataset for Person Search, Multi-Object Tracking and Multi-Person Pose Tracking Andreas Döring, Di Chen, Shanshan Zhang, Bernt Schiele, Jürgen Gall

CVPR 2022 RBGNet: Ray-Based Grouping for 3D Object Detection Haiyang Wang, Shaoshuai Shi, Ze Yang, Rongyao Fang, Qi Qian, Hongsheng Li, Bernt Schiele, Liwei Wang

CVPR 2022 SHIFT: A Synthetic Driving Dataset for Continuous Multi-Task Domain Adaptation Tao Sun, Mattia Segu, Janis Postels, Yuxuan Wang, Luc Van Gool, Bernt Schiele, Federico Tombari, Fisher Yu

CVPR 2022 Towards Better Understanding Attribution Methods Sukrut Rao, Moritz Böhle, Bernt Schiele

ICMLW 2022 Towards Systematic Robustness for Scalable Visual Recognition Mohamed Omran, Bernt Schiele

NeurIPS 2022 USB: A Unified Semi-Supervised Learning Benchmark for Classification 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

CVPR 2022 VGSE: Visually-Grounded Semantic Embeddings for Zero-Shot Learning Wenjia Xu, Yongqin Xian, Jiuniu Wang, Bernt Schiele, Zeynep Akata

CVPR 2021 Adaptive Aggregation Networks for Class-Incremental Learning Yaoyao Liu, Bernt Schiele, Qianru Sun

CVPR 2021 Convolutional Dynamic Alignment Networks for Interpretable Classifications Moritz Bohle, Mario Fritz, Bernt Schiele

CVPR 2021 Euro-PVI: Pedestrian Vehicle Interactions in Dense Urban Centers Apratim Bhattacharyya, Daniel Olmeda Reino, Mario Fritz, Bernt Schiele

WACV 2021 Future Moment Assessment for Action Query Qiuhong Ke, Mario Fritz, Bernt Schiele

ICCV 2021 Generalized and Incremental Few-Shot Learning by Explicit Learning and Calibration Without Forgetting Anna Kukleva, Hilde Kuehne, Bernt Schiele

CVPR 2021 Learning Decision Trees Recurrently Through Communication Stephan Alaniz, Diego Marcos, Bernt Schiele, Zeynep Akata

CVPR 2021 Learning Spatially-Variant MAP Models for Non-Blind Image Deblurring Jiangxin Dong, Stefan Roth, Bernt Schiele

NeurIPS 2021 RMM: Reinforced Memory Management for Class-Incremental Learning Yaoyao Liu, Bernt Schiele, Qianru Sun

ICCV 2021 Relating Adversarially Robust Generalization to Flat Minima David Stutz, Matthias Hein, Bernt Schiele

ICCV 2021 Seeking Similarities over Differences: Similarity-Based Domain Alignment for Adaptive Object Detection Farzaneh Rezaeianaran, Rakshith Shetty, Rahaf Aljundi, Daniel Olmeda Reino, Shanshan Zhang, Bernt Schiele

ICLR 2021 You Only Need Adversarial Supervision for Semantic Image Synthesis Edgar Schönfeld, Vadim Sushko, Dan Zhang, Juergen Gall, Bernt Schiele, Anna Khoreva

ECCVW 2020 3D Noise and Adversarial Supervision Is All You Need for Multi-Modal Semantic Image Synthesis Vadim Sushko, Edgar Schönfeld, Dan Zhang, Jürgen Gall, Bernt Schiele, Anna Khoreva

ECCVW 2020 Adversarial Training Against Location-Optimized Adversarial Patches Sukrut Rao, David Stutz, Bernt Schiele

ECCV 2020 An Ensemble of Epoch-Wise Empirical Bayes for Few-Shot Learning Yaoyao Liu, Bernt Schiele, Qianru Sun

NeurIPS 2020 Attribute Prototype Network for Zero-Shot Learning Wenjia Xu, Yongqin Xian, Jiuniu Wang, Bernt Schiele, Zeynep Akata

ICML 2020 Confidence-Calibrated Adversarial Training: Generalizing to Unseen Attacks David Stutz, Matthias Hein, Bernt Schiele

NeurIPS 2020 Deep Wiener Deconvolution: Wiener Meets Deep Learning for Image Deblurring Jiangxin Dong, Stefan Roth, Bernt Schiele

ECCVW 2020 Generalized Many-Way Few-Shot Video Classification Yongqin Xian, Bruno Korbar, Matthijs Douze, Bernt Schiele, Zeynep Akata, Lorenzo Torresani

AAAI 2020 Hierarchical Online Instance Matching for Person Search Di Chen, Shanshan Zhang, Wanli Ouyang, Jian Yang, Bernt Schiele

ECCV 2020 Kinematic 3D Object Detection in Monocular Video Garrick Brazil, Gerard Pons-Moll, Xiaoming Liu, Bernt Schiele

ICLR 2020 Prediction Poisoning: Towards Defenses Against DNN Model Stealing Attacks Tribhuvanesh Orekondy, Bernt Schiele, Mario Fritz

ECCV 2020 Segmentations-Leak: Membership Inference Attacks and Defenses in Semantic Image Segmentation Yang He, Shadi Rahimian, Bernt Schiele, Mario Fritz

ECCVW 2020 Synthetic Convolutional Features for Improved Semantic Segmentation Yang He, Bernt Schiele, Mario Fritz

ECCV 2020 Towards Automated Testing and Robustification by Semantic Adversarial Data Generation Rakshith Shetty, Mario Fritz, Bernt Schiele

ICLR 2019 Bayesian Prediction of Future Street Scenes Using Synthetic Likelihoods Apratim Bhattacharyya, Mario Fritz, Bernt Schiele

CVPRW 2019 F-VAEGAN-D2: A Feature Generating Framework for Any-Shot Learning Yongqin Xian, Saurabh Sharma, Bernt Schiele, Zeynep Akata

NeurIPS 2019 Learning to Self-Train for Semi-Supervised Few-Shot Classification Xinzhe Li, Qianru Sun, Yaoyao Liu, Qin Zhou, Shibao Zheng, Tat-Seng Chua, Bernt Schiele

ECCV 2018 A Hybrid Model for Identity Obfuscation by Face Replacement Qianru Sun, Ayush Tewari, Weipeng Xu, Mario Fritz, Christian Theobalt, Bernt Schiele

NeurIPS 2018 Adversarial Scene Editing: Automatic Object Removal from Weak Supervision Rakshith R Shetty, Mario Fritz, Bernt Schiele

ECCV 2018 Diverse Conditional Image Generation by Stochastic Regression with Latent Drop-Out Codes Yang He, Bernt Schiele, Mario Fritz

CVPRW 2018 Learning to Refine Human Pose Estimation Mihai Fieraru, Anna Khoreva, Leonid Pishchulin, Bernt Schiele

AAAI 2018 Long-Term Image Boundary Prediction Apratim Bhattacharyya, Mateusz Malinowski, Bernt Schiele, Mario Fritz

ICLR 2018 Towards Reverse-Engineering Black-Box Neural Networks Seong Joon Oh, Max Augustin, Mario Fritz, Bernt Schiele

ECCVW 2018 Video Object Segmentation with Referring Expressions Anna Khoreva, Anna Rohrbach, Bernt Schiele

CVPR 2017 A Domain Based Approach to Social Relation Recognition Qianru Sun, Bernt Schiele, Mario Fritz

ICCV 2017 Adversarial Image Perturbation for Privacy Protection -- a Game Theory Perspective Seong Joon Oh, Mario Fritz, Bernt Schiele

CVPR 2017 ArtTrack: Articulated Multi-Person Tracking in the Wild Eldar Insafutdinov, Mykhaylo Andriluka, Leonid Pishchulin, Siyu Tang, Evgeny Levinkov, Bjoern Andres, Bernt Schiele

CVPR 2017 CityPersons: A Diverse Dataset for Pedestrian Detection Shanshan Zhang, Rodrigo Benenson, Bernt Schiele

CVPR 2017 Exploiting Saliency for Object Segmentation from Image Level Labels Seong Joon Oh, Rodrigo Benenson, Anna Khoreva, Zeynep Akata, Mario Fritz, Bernt Schiele

CVPR 2017 Gaze Embeddings for Zero-Shot Image Classification Nour Karessli, Zeynep Akata, Bernt Schiele, Andreas Bulling

CVPR 2017 Generating Descriptions with Grounded and Co-Referenced People Anna Rohrbach, Marcus Rohrbach, Siyu Tang, Seong Joon Oh, Bernt Schiele

CVPR 2017 Joint Graph Decomposition & Node Labeling: Problem, Algorithms, Applications Evgeny Levinkov, Jonas Uhrig, Siyu Tang, Mohamed Omran, Eldar Insafutdinov, Alexander Kirillov, Carsten Rother, Thomas Brox, Bernt Schiele, Bjoern Andres

CVPR 2017 Learning Non-Maximum Suppression Jan Hosang, Rodrigo Benenson, Bernt Schiele

CVPR 2017 Learning Video Object Segmentation from Static Images Federico Perazzi, Anna Khoreva, Rodrigo Benenson, Bernt Schiele, Alexander Sorkine-Hornung

CVPR 2017 Multiple People Tracking by Lifted Multicut and Person Re-Identification Siyu Tang, Mykhaylo Andriluka, Bjoern Andres, Bernt Schiele

NeurIPS 2017 Pose Guided Person Image Generation Liqian Ma, Xu Jia, Qianru Sun, Bernt Schiele, Tinne Tuytelaars, Luc Van Gool

CVPR 2017 Simple Does It: Weakly Supervised Instance and Semantic Segmentation Anna Khoreva, Rodrigo Benenson, Jan Hosang, Matthias Hein, Bernt Schiele

ICCV 2017 Speaking the Same Language: Matching Machine to Human Captions by Adversarial Training Rakshith Shetty, Marcus Rohrbach, Lisa Anne Hendricks, Mario Fritz, Bernt Schiele

ICCV 2017 Towards a Visual Privacy Advisor: Understanding and Predicting Privacy Risks in Images Tribhuvanesh Orekondy, Bernt Schiele, Mario Fritz

CVPR 2017 Zero-Shot Learning - The Good, the Bad and the Ugly Yongqin Xian, Bernt Schiele, Zeynep Akata

CVPR 2016 DeepCut: Joint Subset Partition and Labeling for Multi Person Pose Estimation Leonid Pishchulin, Eldar Insafutdinov, Siyu Tang, Bjoern Andres, Mykhaylo Andriluka, Peter V. Gehler, Bernt Schiele

ECCV 2016 DeeperCut: A Deeper, Stronger, and Faster Multi-Person Pose Estimation Model Eldar Insafutdinov, Leonid Pishchulin, Bjoern Andres, Mykhaylo Andriluka, Bernt Schiele

ECCV 2016 Faceless Person Recognition: Privacy Implications in Social Media Seong Joon Oh, Rodrigo Benenson, Mario Fritz, Bernt Schiele

ECCV 2016 Generating Visual Explanations Lisa Anne Hendricks, Zeynep Akata, Marcus Rohrbach, Jeff Donahue, Bernt Schiele, Trevor Darrell

ICML 2016 Generative Adversarial Text to Image Synthesis Scott Reed, Zeynep Akata, Xinchen Yan, Lajanugen Logeswaran, Bernt Schiele, Honglak Lee

ECCV 2016 Grounding of Textual Phrases in Images by Reconstruction Anna Rohrbach, Marcus Rohrbach, Ronghang Hu, Trevor Darrell, Bernt Schiele

CVPR 2016 How Far Are We from Solving Pedestrian Detection? Shanshan Zhang, Rodrigo Benenson, Mohamed Omran, Jan Hosang, Bernt Schiele

ECCV 2016 Improved Image Boundaries for Better Video Segmentation Anna Khoreva, Rodrigo Benenson, Fabio Galasso, Matthias Hein, Bernt Schiele

ECCVW 2016 Improved Image Boundaries for Better Video Segmentation Anna Khoreva, Rodrigo Benenson, Fabio Galasso, Matthias Hein, Bernt Schiele

CVPR 2016 Latent Embeddings for Zero-Shot Classification Yongqin Xian, Zeynep Akata, Gaurav Sharma, Quynh Nguyen, Matthias Hein, Bernt Schiele

CVPR 2016 Learning Deep Representations of Fine-Grained Visual Descriptions Scott Reed, Zeynep Akata, Honglak Lee, Bernt Schiele

NeurIPS 2016 Learning What and Where to Draw Scott E Reed, Zeynep Akata, Santosh Mohan, Samuel Tenka, Bernt Schiele, Honglak Lee

CVPR 2016 Loss Functions for Top-K Error: Analysis and Insights Maksim Lapin, Matthias Hein, Bernt Schiele

CVPR 2016 Multi-Cue Zero-Shot Learning with Strong Supervision Zeynep Akata, Mateusz Malinowski, Mario Fritz, Bernt Schiele

ECCV 2016 Multi-Person Tracking by Multicut and Deep Matching Siyu Tang, Bjoern Andres, Mykhaylo Andriluka, Bernt Schiele

ECCVW 2016 Multi-Person Tracking by Multicut and Deep Matching Siyu Tang, Bjoern Andres, Mykhaylo Andriluka, Bernt Schiele

CVPR 2016 The Cityscapes Dataset for Semantic Urban Scene Understanding Marius Cordts, Mohamed Omran, Sebastian Ramos, Timo Rehfeld, Markus Enzweiler, Rodrigo Benenson, Uwe Franke, Stefan Roth, Bernt Schiele

CVPR 2016 Weakly Supervised Object Boundaries Anna Khoreva, Rodrigo Benenson, Mohamed Omran, Matthias Hein, Bernt Schiele

CVPRW 2015 3D Object Class Detection in the Wild Bojan Pepik, Michael Stark, Peter V. Gehler, Tobias Ritschel, Bernt Schiele

CVPR 2015 A Dataset for Movie Description Anna Rohrbach, Marcus Rohrbach, Niket Tandon, Bernt Schiele

CVPR 2015 Classifier Based Graph Construction for Video Segmentation Anna Khoreva, Fabio Galasso, Matthias Hein, Bernt Schiele

CVPR 2015 Efficient ConvNet-Based Marker-Less Motion Capture in General Scenes with a Low Number of Cameras Ahmed Elhayek, Edilson de Aguiar, Arjun Jain, Jonathan Tompson, Leonid Pishchulin, Micha Andriluka, Chris Bregler, Bernt Schiele, Christian Theobalt

NeurIPS 2015 Efficient Output Kernel Learning for Multiple Tasks Pratik Kumar Jawanpuria, Maksim Lapin, Matthias Hein, Bernt Schiele

CVPR 2015 Evaluation of Output Embeddings for Fine-Grained Image Classification Zeynep Akata, Scott Reed, Daniel Walter, Honglak Lee, Bernt Schiele

CVPR 2015 Filtered Feature Channels for Pedestrian Detection Shanshan Zhang, Rodrigo Benenson, Bernt Schiele

ICCV 2015 Person Recognition in Personal Photo Collections Seong Joon Oh, Rodrigo Benenson, Mario Fritz, Bernt Schiele

ICCV 2015 Scalable Nonlinear Embeddings for Semantic Category-Based Image Retrieval Gaurav Sharma, Bernt Schiele

CVPR 2015 Subgraph Decomposition for Multi-Target Tracking Siyu Tang, Bjoern Andres, Miykhaylo Andriluka, Bernt Schiele

CVPR 2015 Taking a Deeper Look at Pedestrians Jan Hosang, Mohamed Omran, Rodrigo Benenson, Bernt Schiele

NeurIPS 2015 Top-K Multiclass SVM Maksim Lapin, Matthias Hein, Bernt Schiele

CVPR 2014 2D Human Pose Estimation: New Benchmark and State of the Art Analysis Mykhaylo Andriluka, Leonid Pishchulin, Peter Gehler, Bernt Schiele

CVPR 2014 3D Pictorial Structures for Multiple Human Pose Estimation Vasileios Belagiannis, Sikandar Amin, Mykhaylo Andriluka, Bernt Schiele, Nassir Navab, Slobodan Ilic

ECCV 2014 Computer Vision - ECCV 2014 - 13th European Conference, Zurich, Switzerland, September 6-12, 2014, Proceedings, Part III David J. Fleet, Tomás Pajdla, Bernt Schiele, Tinne Tuytelaars

ECCV 2014 Computer Vision - ECCV 2014 - 13th European Conference, Zurich, Switzerland, September 6-12, 2014, Proceedings, Part IV David J. Fleet, Tomás Pajdla, Bernt Schiele, Tinne Tuytelaars

ECCV 2014 Computer Vision - ECCV 2014 - 13th European Conference, Zurich, Switzerland, September 6-12, 2014, Proceedings, Part V David J. Fleet, Tomás Pajdla, Bernt Schiele, Tinne Tuytelaars

ECCV 2014 Computer Vision - ECCV 2014 - 13th European Conference, Zurich, Switzerland, September 6-12, 2014, Proceedings, Part VI David J. Fleet, Tomás Pajdla, Bernt Schiele, Tinne Tuytelaars

ECCV 2014 Computer Vision - ECCV 2014 - 13th European Conference, Zurich, Switzerland, September 6-12, 2014, Proceedings, Part VII David J. Fleet, Tomás Pajdla, Bernt Schiele, Tinne Tuytelaars

ECCV 2014 First International Workshop on Video Segmentation - Panel Discussion Thomas Brox, Fabio Galasso, Fuxin Li, James Matthew Rehg, Bernt Schiele

ECCVW 2014 First International Workshop on Video Segmentation - Panel Discussion Thomas Brox, Fabio Galasso, Fuxin Li, James Matthew Rehg, Bernt Schiele

ICLR 2014 Multi-View Priors for Learning Detectors from Sparse Viewpoint Data Bojan Pepik, Michael Stark, Peter V. Gehler, Bernt Schiele

ECCVW 2014 Multiple Human Pose Estimation with Temporally Consistent 3D Pictorial Structures Vasileios Belagiannis, Xinchao Wang, Bernt Schiele, Pascal Fua, Slobodan Ilic, Nassir Navab

CVPR 2014 Scalable Multitask Representation Learning for Scene Classification Maksim Lapin, Bernt Schiele, Matthias Hein

CVPR 2014 Spectral Graph Reduction for Efficient Image and Streaming Video Segmentation Fabio Galasso, Margret Keuper, Thomas Brox, Bernt Schiele

ECCVW 2014 Ten Years of Pedestrian Detection, What Have We Learned? Rodrigo Benenson, Mohamed Omran, Jan Hendrik Hosang, Bernt Schiele

ICCV 2013 A Unified Video Segmentation Benchmark: Annotation, Metrics and Analysis Fabio Galasso, Naveen Shankar Nagaraja, Tatiana Jimenez Cardenas, Thomas Brox, Bernt Schiele

ICCV 2013 Learning People Detectors for Tracking in Crowded Scenes Siyu Tang, Mykhaylo Andriluka, Anton Milan, Konrad Schindler, Stefan Roth, Bernt Schiele

CVPR 2013 Occlusion Patterns for Object Class Detection Bojan Pepikj, Michael Stark, Peter Gehler, Bernt Schiele

CVPR 2013 Poselet Conditioned Pictorial Structures Leonid Pishchulin, Mykhaylo Andriluka, Peter Gehler, Bernt Schiele

ICCV 2013 Strong Appearance and Expressive Spatial Models for Human Pose Estimation Leonid Pishchulin, Mykhaylo Andriluka, Peter Gehler, Bernt Schiele

NeurIPS 2013 Transfer Learning in a Transductive Setting Marcus Rohrbach, Sandra Ebert, Bernt Schiele

ICCV 2013 Translating Video Content to Natural Language Descriptions Marcus Rohrbach, Wei Qiu, Ivan Titov, Stefan Thater, Manfred Pinkal, Bernt Schiele

ECCV 2012 3D Object Detection with Multiple Kinects Wandi Susanto, Marcus Rohrbach, Bernt Schiele

ECCVW 2012 3D Object Detection with Multiple Kinects Wandi Susanto, Marcus Rohrbach, Bernt Schiele

ECCV 2012 3D2PM - 3D Deformable Part Models Bojan Pepik, Peter V. Gehler, Michael Stark, Bernt Schiele

CVPR 2012 A Database for Fine Grained Activity Detection of Cooking Activities Marcus Rohrbach, Sikandar Amin, Mykhaylo Andriluka, Bernt Schiele

CVPR 2012 Articulated People Detection and Pose Estimation: Reshaping the Future Leonid Pishchulin, Arjun Jain, Mykhaylo Andriluka, Thorsten Thormählen, Bernt Schiele

CVPR 2012 RALF: A Reinforced Active Learning Formulation for Object Class Recognition Sandra Ebert, Mario Fritz, Bernt Schiele

ECCV 2012 Script Data for Attribute-Based Recognition of Composite Activities Marcus Rohrbach, Michaela Regneri, Mykhaylo Andriluka, Sikandar Amin, Manfred Pinkal, Bernt Schiele

CVPR 2012 Teaching 3D Geometry to Deformable Part Models Bojan Pepik, Michael Stark, Peter V. Gehler, Bernt Schiele

CVPR 2011 Evaluating Knowledge Transfer and Zero-Shot Learning in a Large-Scale Setting Marcus Rohrbach, Michael Stark, Bernt Schiele

CVPR 2011 Learning People Detection Models from Few Training Samples Leonid Pishchulin, Arjun Jain, Christian Wojek, Mykhaylo Andriluka, Thorsten Thormählen, Bernt Schiele

CVPR 2011 Monocular 3D Scene Understanding with Explicit Occlusion Reasoning Christian Wojek, Stefan Walk, Stefan Roth, Bernt Schiele

CVPR 2010 Automatic Discovery of Meaningful Object Parts with Latent CRFs Paul Schnitzspan, Stefan Roth, Bernt Schiele

ECCV 2010 Combining Language Sources and Robust Semantic Relatedness for Attribute-Based Knowledge Transfer Marcus Rohrbach, Michael Stark, György Szarvas, Bernt Schiele

ECCVW 2010 Combining Language Sources and Robust Semantic Relatedness for Attribute-Based Knowledge Transfer Marcus Rohrbach, Michael Stark, György Szarvas, Bernt Schiele

ECCV 2010 Disparity Statistics for Pedestrian Detection: Combining Appearance, Motion and Stereo Stefan Walk, Konrad Schindler, Bernt Schiele

ECCV 2010 Extracting Structures in Image Collections for Object Recognition Sandra Ebert, Diane Larlus, Bernt Schiele

CVPR 2010 Monocular 3D Pose Estimation and Tracking by Detection Mykhaylo Andriluka, Stefan Roth, Bernt Schiele

ECCV 2010 Monocular 3D Scene Modeling and Inference: Understanding Multi-Object Traffic Scenes Christian Wojek, Stefan Roth, Konrad Schindler, Bernt Schiele

CVPR 2010 Multi-Cue Pedestrian Classification with Partial Occlusion Handling Markus Enzweiler, Angela Eigenstetter, Bernt Schiele, Dariu M. Gavrila

CVPR 2010 New Features and Insights for Pedestrian Detection Stefan Walk, Nikodem Majer, Konrad Schindler, Bernt Schiele

CVPR 2010 What Helps Where - And Why? Semantic Relatedness for Knowledge Transfer Marcus Rohrbach, Michael Stark, György Szarvas, Iryna Gurevych, Bernt Schiele

ICCV 2009 A Shape-Based Object Class Model for Knowledge Transfer Michael Stark, Michael Goesele, Bernt Schiele

CVPR 2009 Discriminative Structure Learning of Hierarchical Representations for Object Detection Paul Schnitzspan, Mario Fritz, Stefan Roth, Bernt Schiele

CVPR 2009 Multi-Cue Onboard Pedestrian Detection Christian Wojek, Stefan Walk, Bernt Schiele

CVPR 2009 Pedestrian Detection: A Benchmark Piotr Dollár, Christian Wojek, Bernt Schiele, Pietro Perona

CVPR 2009 Pictorial Structures Revisited: People Detection and Articulated Pose Estimation Mykhaylo Andriluka, Stefan Roth, Bernt Schiele

ICCVW 2009 Shading Cues for Object Class Detection Michael Stark, Michael Goesele, Bernt Schiele

ECCV 2008 A Dynamic Conditional Random Field Model for Joint Labeling of Object and Scene Classes Christian Wojek, Bernt Schiele

CVPR 2008 Decomposition, Discovery and Detection of Visual Categories Using Topic Models Mario Fritz, Bernt Schiele

ECCV 2008 Hierarchical Support Vector Random Fields: Joint Training to Combine Local and Global Features Paul Schnitzspan, Mario Fritz, Bernt Schiele

CVPR 2008 People-Tracking-by-Detection and People-Detection-by-Tracking Mykhaylo Andriluka, Stefan Roth, Bernt Schiele

ICCV 2007 How Good Are Local Features for Classes of Geometric Objects Michael Stark, Bernt Schiele

CVPR 2007 Towards Robust Pedestrian Detection in Crowded Image Sequences Edgar Seemann, Mario Fritz, Bernt Schiele

CVPR 2006 Multi-Aspect Detection of Articulated Objects Edgar Seemann, Bastian Leibe, Bernt Schiele

CVPR 2006 Multiple Object Class Detection with a Generative Model Krystian Mikolajczyk, Bastian Leibe, Bernt Schiele

CVPR 2006 Towards Multi-View Object Class Detection Alexander Thomas, Vittorio Ferrari, Bastian Leibe, Tinne Tuytelaars, Bernt Schiele, Luc Van Gool

ICCV 2005 Integrating Representative and Discriminative Models for Object Category Detection Mario Fritz, Bastian Leibe, Barbara Caputo, Bernt Schiele

ICCV 2005 Local Features for Object Class Recognition Krystian Mikolajczyk, Bastian Leibe, Bernt Schiele

CVPR 2005 Pedestrian Detection in Crowded Scenes Bastian Leibe, Edgar Seemann, Bernt Schiele

CVPR 2004 Workshop on Generic Object Recognition and Categorization Sven J. Dickinson, Ales Leonardis, Bernt Schiele

CVPRW 2004 Workshop on Generic Object Recognition and Categorization Sven J. Dickinson, Ales Leonardis, Bernt Schiele

CVPR 2003 Analyzing Appearance and Contour Based Methods for Object Categorization Bastian Leibe, Bernt Schiele

ECCV 2002 On Performance Characterization and Optimization for Image Retrieval Julia Vogel, Bernt Schiele

CVPR 2001 3D Object Recognition from Range Images Using Local Feature Histograms Günter Hetzel, Bastian Leibe, Paul Levi, Bernt Schiele

ICCV 1999 Probabilistic Object Recognition and Localization Bernt Schiele, Alex Pentland

ECCV 1998 Comprehensive Colour Image Normalization Graham D. Finlayson, Bernt Schiele, James L. Crowley

ICCV 1998 Transinformation for Active Object Recognition Bernt Schiele, James L. Crowley

ECCV 1996 Object Recognition Using Multidimensional Receptive Field Histograms Bernt Schiele, James L. Crowley