Bernt Schiele - researchr alias

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Viewing Publication 1 - 100 from 400

2024

MTR++: Multi-Agent Motion Prediction With Symmetric Scene Modeling and Guided Intention QueryingShaoshuai Shi, Li Jiang 0009, Dengxin Dai, Bernt Schiele. pami, 46(5):3955-3971, May 2024. [doi]

2023

Online Hyperparameter Optimization for Class-Incremental LearningYaoyao Liu 0001, Yingying Li, Bernt Schiele, Qianru Sun. AAAI 2023: 8906-8913 [doi]

Continual Detection Transformer for Incremental Object DetectionYaoyao Liu 0001, Bernt Schiele, Andrea Vedaldi, Christian Rupprecht 0001. cvpr 2023: 23799-23808 [doi]

Visual Coherence Loss for Coherent and Visually Grounded Story GenerationXudong Hong 0002, Vera Demberg, Asad B. Sayeed, Qiankun Zheng, Bernt Schiele. acl 2023: 9456-9470 [doi]

Visual Coherence Loss for Coherent and Visually Grounded Story GenerationXudong Hong 0002, Vera Demberg, Asad B. Sayeed, Qiankun Zheng, Bernt Schiele. rep4nlp 2023: 334-346 [doi]

SoftMatch: Addressing the Quantity-Quality Tradeoff in Semi-supervised LearningHao Chen 0102, Ran Tao, Yue Fan, Yidong Wang, Jindong Wang 0001, Bernt Schiele, Xing Xie 0001, Bhiksha Raj, Marios Savvides. iclr 2023: [doi]

Optimising for Interpretability: Convolutional Dynamic Alignment NetworksMoritz Böhle, Mario Fritz, Bernt Schiele. pami, 45(6):7625-7638, June 2023. [doi]

Urban Scene Semantic Segmentation with Low-Cost Coarse AnnotationAnurag Das, Yongqin Xian, Yang He 0005, Zeynep Akata, Bernt Schiele. wacv 2023: 5967-5976 [doi]

Weakly-Supervised Domain Adaptive Semantic Segmentation with Prototypical Contrastive LearningAnurag Das, Yongqin Xian, Dengxin Dai, Bernt Schiele. cvpr 2023: 15434-15443 [doi]

HGFormer: Hierarchical Grouping Transformer for Domain Generalized Semantic SegmentationJian Ding, Nan Xue 0001, Gui-Song Xia, Bernt Schiele, Dengxin Dai. cvpr 2023: 15413-15423 [doi]

Revisiting Consistency Regularization for Semi-Supervised LearningYue Fan, Anna Kukleva, Dengxin Dai, Bernt Schiele. ijcv, 131(3):626-643, March 2023. [doi]

SSB: Simple but Strong Baseline for Boosting Performance of Open-Set Semi-Supervised LearningYue Fan, Anna Kukleva, Dengxin Dai, Bernt Schiele. iccv 2023: 16022-16032 [doi]

Towards Robust Object Detection Invariant to Real-World Domain ShiftsQi Fan, Mattia Segù, Yu-Wing Tai, Fisher Yu, Chi-Keung Tang, Bernt Schiele, Dengxin Dai. iclr 2023: [doi]

Improving Robustness of Vision Transformers by Reducing Sensitivity to Patch CorruptionsYong Guo, David Stutz, Bernt Schiele. cvpr 2023: 4108-4118 [doi]

Robustifying Token Attention for Vision TransformersYong Guo, David Stutz, Bernt Schiele. iccv 2023: 17511-17522 [doi]

A Meta-Learning Approach to Predicting Performance and Data RequirementsAchin Jain, Gurumurthy Swaminathan, Paolo Favaro, Hao Yang, Avinash Ravichandran, Hrayr Harutyunyan, Alessandro Achille, Onkar Dabeer, Bernt Schiele, Ashwin Swaminathan, Stefano Soatto. cvpr 2023: 3623-3632 [doi]

Self-Supervised Pre-Training with Masked Shape Prediction for 3D Scene UnderstandingLi Jiang, Zetong Yang, Shaoshuai Shi, Vladislav Golyanik, Dengxin Dai, Bernt Schiele. cvpr 2023: 1168-1178 [doi]

Unsupervised Open-Vocabulary Object Localization in VideosKe-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. iccv 2023: 13701-13709 [doi]

Temperature Schedules for self-supervised contrastive methods on long-tail dataAnna Kukleva, Moritz Böhle, Bernt Schiele, Hilde Kuehne, Christian Rupprecht 0001. iclr 2023: [doi]

Test-time Domain Adaptation for Monocular Depth EstimationZhi Li, Shaoshuai Shi, Bernt Schiele, Dengxin Dai. icra 2023: 4873-4879 [doi]

Certified Robust Models with Slack Control and Large Lipschitz ConstantsMax Maria Losch, David Stutz, Bernt Schiele, Mario Fritz. dagm 2024: 574-588 [doi]

Class-Incremental Exemplar Compression for Class-Incremental LearningZilin Luo, Yaoyao Liu 0001, Bernt Schiele, Qianru Sun. cvpr 2023: 11371-11380 [doi]

Studying How to Efficiently and Effectively Guide Models with ExplanationsSukrut Rao, Moritz Böhle, Amin Parchami-Araghi, Bernt Schiele. iccv 2023: 1922-1933 [doi]

Discovering Class-Specific GAN Controls for Semantic Image SynthesisEdgar Schönfeld, Julio Borges, Vadim Sushko, Bernt Schiele, Anna Khoreva. cvpr 2023: 688-697 [doi]

DARTH: Holistic Test-time Adaptation for Multiple Object TrackingMattia Segù, Bernt Schiele, Fisher Yu 0001. iccv 2023: 9683-9693 [doi]

In-Style: Bridging Text and Uncurated Videos with Style Transfer for Text-Video RetrievalNina Shvetsova, Anna Kukleva, Bernt Schiele, Hilde Kuehne. iccv 2023: 21924-21935 [doi]

Learning by Sorting: Self-supervised Learning with Group Ordering ConstraintsNina Shvetsova, Felix Petersen, Anna Kukleva, Bernt Schiele, Hilde Kuehne. iccv 2023: 16407-16417 [doi]

TeST: Test-time Self-Training under Distribution ShiftSamarth Sinha, Peter V. Gehler, Francesco Locatello, Bernt Schiele. wacv 2023: 2758-2768 [doi]

Random and Adversarial Bit Error Robustness: Energy-Efficient and Secure DNN AcceleratorsDavid Stutz, Nandhini Chandramoorthy, Matthias Hein 0001, Bernt Schiele. pami, 45(3):3632-3647, March 2023. [doi]

UniTR: A Unified and Efficient Multi-Modal Transformer for Bird's-Eye-View RepresentationHaiyang Wang, Hao Tang, Shaoshuai Shi, Aoxue Li, Zhenguo Li, Bernt Schiele, Liwei Wang. iccv 2023: 6769-6779 [doi]

FreeMatch: Self-adaptive Thresholding for Semi-supervised LearningYidong Wang, Hao Chen 0102, Qiang Heng, Wenxin Hou, Yue Fan, Zhen Wu, Jindong Wang 0001, Marios Savvides, Takahiro Shinozaki, Bhiksha Raj, Bernt Schiele, Xing Xie 0001. iclr 2023: [doi]

DSVT: Dynamic Sparse Voxel Transformer with Rotated SetsHaiyang Wang, Chen Shi, Shaoshuai Shi, Meng Lei, Sen Wang, Di He, Bernt Schiele, Liwei Wang. cvpr 2023: 13520-13529 [doi]

SimNP: Learning Self-Similarity Priors Between Neural PointsChristopher Wewer, Eddy Ilg, Bernt Schiele, Jan Eric Lenssen. iccv 2023: 8807-8818 [doi]

Learning comprehensive global features in person re-identification: Ensuring discriminativeness of more local regionsJiali Xi, Jianqiang Huang, Shibao Zheng, Qin Zhou, Bernt Schiele, Xian-Sheng Hua 0001, Qianru Sun. PR, 134:109068, 2023. [doi]

Object-Centric Multiple Object TrackingZixu 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. iccv 2023: 16555-16565 [doi]

2022

B-cos Networks: Alignment is All We Need for InterpretabilityMoritz Böhle, Mario Fritz, Bernt Schiele. cvpr 2022: 10319-10328 [doi]

Keypoint Message Passing for Video-Based Person Re-identificationDi Chen, Andreas Doering, Shanshan Zhang, Jian Yang, Juergen Gall, Bernt Schiele. AAAI 2022: 239-247 [doi]

PoseTrack21: A Dataset for Person Search, Multi-Object Tracking and Multi-Person Pose TrackingAndreas Doering, Di Chen, Shanshan Zhang, Bernt Schiele, Juergen Gall. cvpr 2022: 20931-20940 [doi]

DWDN: Deep Wiener Deconvolution Network for Non-Blind Image DeblurringJiangxin Dong, Stefan Roth 0001, Bernt Schiele. pami, 44(12):9960-9976, 2022. [doi]

Leveraging Self-Supervised Training for Unintentional Action RecognitionEnea Duka, Anna Kukleva, Bernt Schiele. eccv 2023: 69-85 [doi]

CoSSL: Co-Learning of Representation and Classifier for Imbalanced Semi-Supervised LearningYue Fan, Dengxin Dai, Anna Kukleva, Bernt Schiele. cvpr 2022: 14554-14564 [doi]

Bi-level Alignment for Cross-Domain Crowd CountingShenjian Gong, Shanshan Zhang, Jian Yang 0003, Dengxin Dai, Bernt Schiele. cvpr 2022: 7532-7540 [doi]

Class-Agnostic Object Counting Robust to Intraclass DiversityShenjian Gong, Shanshan Zhang, Jian Yang 0003, Dengxin Dai, Bernt Schiele. eccv 2022: 388-403 [doi]

Improving Robustness by Enhancing Weak SubnetsYong Guo, David Stutz, Bernt Schiele. eccv 2022: 320-338 [doi]

MoCapDeform: Monocular 3D Human Motion Capture in Deformable ScenesZhi Li, Soshi Shimada, Bernt Schiele, Christian Theobalt, Vladislav Golyanik. 3dim 2022: 1-11 [doi]

Towards Better Understanding Attribution MethodsSukrut Rao, Moritz Böhle, Bernt Schiele. cvpr 2022: 10213-10222 [doi]

Motion Transformer with Global Intention Localization and Local Movement RefinementShaoshuai Shi, Li Jiang, Dengxin Dai, Bernt Schiele. nips 2022: [doi]

SHIFT: A Synthetic Driving Dataset for Continuous Multi-Task Domain AdaptationTao Sun, Mattia Segù, Janis Postels, Yuxuan Wang, Luc Van Gool, Bernt Schiele, Federico Tombari, Fisher Yu. cvpr 2022: 21339-21350 [doi]

Meta-Transfer Learning Through Hard TasksQianru Sun, Yaoyao Liu 0001, Zhaozheng Chen, Tat-Seng Chua, Bernt Schiele. pami, 44(3):1443-1456, 2022. [doi]

OASIS: Only Adversarial Supervision for Semantic Image SynthesisVadim Sushko, Edgar Schönfeld, Dan Zhang 0017, Juergen Gall, Bernt Schiele, Anna Khoreva. ijcv, 130(12):2903-2923, 2022. [doi]

Omni-DETR: Omni-Supervised Object Detection with TransformersPei Wang, Zhaowei Cai, Hao Yang, Gurumurthy Swaminathan, Nuno Vasconcelos, Bernt Schiele, Stefano Soatto. cvpr 2022: 9357-9366 [doi]

RBGNet: Ray-based Grouping for 3D Object DetectionHaiyang Wang, Shaoshuai Shi, Ze Yang 0003, Rongyao Fang, Qi Qian, Hongsheng Li 0001, Bernt Schiele, Liwei Wang 0001. cvpr 2022: 1100-1109 [doi]

Assaying Out-Of-Distribution Generalization in Transfer LearningFlorian Wenzel, Andrea Dittadi, Peter V. Gehler, Carl-Johann Simon-Gabriel, Max Horn, Dominik Zietlow, David Kernert, Chris Russell 0001, Thomas Brox, Bernt Schiele, Bernhard Schölkopf, Francesco Locatello. nips 2022: [doi]

Generalized Few-Shot Video Classification With Video Retrieval and Feature GenerationYongqin Xian, Bruno Korbar, Matthijs Douze, Lorenzo Torresani, Bernt Schiele, Zeynep Akata. pami, 44(12):8949-8961, 2022. [doi]

Any-Shot GIN: Generalizing Implicit Networks for Reconstructing Novel ClassesYongqin Xian, Julian Chibane, Bharat Lal Bhatnagar, Bernt Schiele, Zeynep Akata, Gerard Pons-Moll. 3dim 2022: 526-535 [doi]

Attribute Prototype Network for Any-Shot LearningWenjia Xu, Yongqin Xian, Jiuniu Wang, Bernt Schiele, Zeynep Akata. ijcv, 130(7):1735-1753, 2022. [doi]

VGSE: Visually-Grounded Semantic Embeddings for Zero-Shot LearningWenjia Xu, Yongqin Xian, Jiuniu Wang, Bernt Schiele, Zeynep Akata. cvpr 2022: 9306-9315 [doi]

A Unified Query-based Paradigm for Point Cloud UnderstandingZetong Yang, Li Jiang, Yanan Sun 0005, Bernt Schiele, Jiaya Jia. cvpr 2022: 8531-8541 [doi]

Adjoint Rigid Transform Network: Task-conditioned Alignment of 3D ShapesKeyang Zhou, Bharat Lal Bhatnagar, Bernt Schiele, Gerard Pons-Moll. 3dim 2022: 1-11 [doi]

2021

RMM: Reinforced Memory Management for Class-Incremental LearningYaoyao Liu 0001, Bernt Schiele, Qianru Sun. nips 2021: 3478-3490 [doi]

Learning Decision Trees Recurrently Through CommunicationStephan Alaniz, Diego Marcos, Bernt Schiele, Zeynep Akata. cvpr 2021: 13518-13527 [doi]

Euro-PVI: Pedestrian Vehicle Interactions in Dense Urban CentersApratim Bhattacharyya, Daniel Olmeda Reino, Mario Fritz, Bernt Schiele. cvpr 2021: 6408-6417 [doi]

Convolutional Dynamic Alignment Networks for Interpretable ClassificationsMoritz Böhle, Mario Fritz, Bernt Schiele. cvpr 2021: 10029-10038 [doi]

Norm-Aware Embedding for Efficient Person Search and TrackingDi Chen, Shanshan Zhang, Jian Yang 0003, Bernt Schiele. ijcv, 129(11):3154-3168, 2021. [doi]

Guest Editorial: Special Issue on "Computer Vision for All Seasons: Adverse Weather and Lighting Conditions"Dengxin Dai, Robby T. Tan, Vishal Patel, Jiri Matas, Bernt Schiele, Luc Van Gool. ijcv, 129(7):2031-2033, 2021. [doi]

2Net for Generalized Zero-Label Semantic SegmentationAnurag Das, Yongqin Xian, Yang He 0005, Bernt Schiele, Zeynep Akata. dagm 2021: 235-249 [doi]

Learning Spatially-Variant MAP Models for Non-Blind Image DeblurringJiangxin Dong, Stefan Roth 0001, Bernt Schiele. cvpr 2021: 4886-4895 [doi]

Revisiting Consistency Regularization for Semi-supervised LearningYue Fan, Anna Kukleva, Bernt Schiele. dagm 2021: 63-78 [doi]

Future Moment Assessment for Action QueryQiuhong Ke, Mario Fritz, Bernt Schiele. wacv 2021: 3218-3227 [doi]

Generalized and Incremental Few-Shot Learning by Explicit Learning and Calibration without ForgettingAnna Kukleva, Hilde Kuehne, Bernt Schiele. iccv 2021: 9000-9009 [doi]

Learning to teach and learn for semi-supervised few-shot image classificationXinzhe Li, Jianqiang Huang, Yaoyao Liu, Qin Zhou, Shibao Zheng, Bernt Schiele, Qianru Sun. cviu, 212:103270, 2021. [doi]

Adaptive Aggregation Networks for Class-Incremental LearningYaoyao Liu, Bernt Schiele, Qianru Sun. cvpr 2021: 2544-2553 [doi]

Semantic Bottlenecks: Quantifying and Improving Inspectability of Deep RepresentationsMax Maria Losch, Mario Fritz, Bernt Schiele. ijcv, 129(11):3136-3153, 2021. [doi]

Seeking Similarities over Differences: Similarity-based Domain Alignment for Adaptive Object DetectionFarzaneh Rezaeianaran, Rakshith Shetty, Rahaf Aljundi, Daniel Olmeda Reino, Shanshan Zhang, Bernt Schiele. iccv 2021: 9184-9193 [doi]

You Only Need Adversarial Supervision for Semantic Image SynthesisEdgar Schönfeld, Vadim Sushko, Dan Zhang 0017, Juergen Gall, Bernt Schiele, Anna Khoreva. iclr 2021: [doi]

Relating Adversarially Robust Generalization to Flat MinimaDavid Stutz, Matthias Hein 0001, Bernt Schiele. iccv 2021: 7787-7797 [doi]

Bit Error Robustness for Energy-Efficient DNN AcceleratorsDavid Stutz, Nandhini Chandramoorthy, Matthias Hein 0001, Bernt Schiele. mlsys 2021: [doi]

Guided Attention in CNNs for Occluded Pedestrian Detection and Re-identificationShanshan Zhang, Di Chen, Jian Yang 0003, Bernt Schiele. ijcv, 129(6):1875-1892, 2021. [doi]

2020

Diverse and Relevant Visual Storytelling with Scene Graph EmbeddingsXudong Hong 0002, Rakshith Shetty, Asad B. Sayeed, Khushboo Mehra, Vera Demberg, Bernt Schiele. conll 2020: 420-430 [doi]

Synthetic Convolutional Features for Improved Semantic SegmentationYang He 0005, Bernt Schiele, Mario Fritz. eccv 2020: 320-336 [doi]

Segmentations-Leak: Membership Inference Attacks and Defenses in Semantic Image SegmentationYang He 0005, Shadi Rahimian, Bernt Schiele, Mario Fritz. eccv 2020: 519-535 [doi]

Haar Wavelet Based Block Autoregressive Flows for TrajectoriesApratim Bhattacharyya, Christoph Nikolas Straehle, Mario Fritz, Bernt Schiele. dagm 2021: 275-288 [doi]

Normalizing Flows With Multi-Scale Autoregressive PriorsApratim Bhattacharyya, Shweta Mahajan, Mario Fritz, Bernt Schiele, Stefan Roth 0001. cvpr 2020: 8412-8421 [doi]

Kinematic 3D Object Detection in Monocular VideoGarrick Brazil, Gerard Pons-Moll, Xiaoming Liu 0002, Bernt Schiele. eccv 2020: 135-152 [doi]

Deep Wiener Deconvolution: Wiener Meets Deep Learning for Image DeblurringJiangxin Dong, Stefan Roth 0001, Bernt Schiele. nips 2020: [doi]

Analyzing the Dependency of ConvNets on Spatial InformationYue Fan, Yongqin Xian, Max Maria Losch, Bernt Schiele. dagm 2021: 101-115 [doi]

Long-Term Anticipation of Activities with Cycle ConsistencyYazan Abu Farha, Qiuhong Ke, Bernt Schiele, Juergen Gall. dagm 2021: 159-173 [doi]

Mnemonics Training: Multi-Class Incremental Learning Without ForgettingYaoyao Liu, Yuting Su, An-An Liu, Bernt Schiele, Qianru Sun. cvpr 2020: 12242-12251 [doi]

An Ensemble of Epoch-Wise Empirical Bayes for Few-Shot LearningYaoyao Liu, Bernt Schiele, Qianru Sun. eccv 2020: 404-421 [doi]

Person Recognition in Personal Photo CollectionsSeong Joon Oh, Rodrigo Benenson, Mario Fritz, Bernt Schiele. pami, 42(1):203-220, 2020. [doi]

Prediction Poisoning: Towards Defenses Against DNN Model Stealing AttacksTribhuvanesh Orekondy, Bernt Schiele, Mario Fritz. iclr 2020: [doi]

Adversarial Training Against Location-Optimized Adversarial PatchesSukrut Rao, David Stutz, Bernt Schiele. eccv 2020: 429-448 [doi]

A U-Net Based Discriminator for Generative Adversarial NetworksEdgar Schönfeld, Bernt Schiele, Anna Khoreva. cvpr 2020: 8204-8213 [doi]

Long-Tailed Recognition Using Class-Balanced ExpertsSaurabh Sharma, Ning Yu, Mario Fritz, Bernt Schiele. dagm 2021: 86-100 [doi]

Towards Automated Testing and Robustification by Semantic Adversarial Data GenerationRakshith Shetty, Mario Fritz, Bernt Schiele. eccv 2020: 489-506 [doi]

Confidence-Calibrated Adversarial Training: Generalizing to Unseen AttacksDavid Stutz, Matthias Hein 0001, Bernt Schiele. icml 2020: 9155-9166 [doi]

3D Noise and Adversarial Supervision Is All You Need for Multi-modal Semantic Image SynthesisVadim Sushko, Edgar Schönfeld, Dan Zhang 0017, Jürgen Gall, Bernt Schiele, Anna Khoreva. eccv 2020: 554-558 [doi]

Generalized Many-Way Few-Shot Video ClassificationYongqin Xian, Bruno Korbar, Matthijs Douze, Bernt Schiele, Zeynep Akata, Lorenzo Torresani. eccv 2020: 111-127 [doi]

Attribute Prototype Network for Zero-Shot LearningWenjia Xu, Yongqin Xian, Jiuniu Wang, Bernt Schiele, Zeynep Akata. nips 2020: [doi]

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