🧑‍🔬 Bernt Schiele — all works

49 works · ← Bernt Schiele

1. The Cityscapes Dataset for Semantic Urban Scene Understanding ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetMarius Cordts et al.2016 · 12,173 citations
2. Meta-Transfer Learning for Few-Shot Learning ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetQianru Sun et al.2019 · 1,282 citations
3. DeepCut: Joint Subset Partition and Labeling for Multi Person Pose Estimation ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetLeonid Pishchulin et al.2016 · 1,066 citations
4. CityPersons: A Diverse Dataset for Pedestrian Detection ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetShanshan Zhang, Rodrigo Benenson, Bernt Schiele2017 · 1,026 citations
5. Zero-Shot Learning — The Good, the Bad and the Ugly ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetYongqin Xian, Bernt Schiele, Zeynep Akata2017 · 896 citations
6. Learning Deep Representations of Fine-Grained Visual Descriptions ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetScott Reed et al.2016 · 809 citations
7. Evaluation of output embeddings for fine-grained image classification ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetZeynep Akata et al.2015 · 786 citations
8. Simple Does It: Weakly Supervised Instance and Semantic Segmentation ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetAnna Khoreva et al.2017 · 771 citations
9. The 2005 PASCAL Visual Object Classes Challenge ↗Lecture notes in computer science · no summary yetMark Everingham et al.2006 · 743 citations
10. Latent Embeddings for Zero-Shot Classification ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetYongqin Xian et al.2016 · 717 citations
11. Learning Non-maximum Suppression ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetJan Hosang, Rodrigo Benenson, Bernt Schiele2017 · 711 citations
12. Learning Video Object Segmentation from Static Images ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetFederico Perazzi et al.2017 · 596 citations
13. F-VAEGAN-D2: A Feature Generating Framework for Any-Shot Learning ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetYongqin Xian et al.2019 · 589 citations
14. Generating Visual Explanations ↗Lecture notes in computer science · no summary yetLisa Anne Hendricks et al.2016 · 558 citations
15. Knockoff Nets: Stealing Functionality of Black-Box Models ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetTribhuvanesh Orekondy, Bernt Schiele, Mario Fritz2019 · 556 citations
16. Multiple People Tracking by Lifted Multicut and Person Re-identification ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetSiyu Tang et al.2017 · 553 citations
17. Grounding Action Descriptions in VideosTransactions of the Association for Computational Linguistics (TACL)Michaela Regneri, Marcus Rohrbach, Dominikus Wetzel, et al.2013 · 535 citations
18. A dataset for Movie Description ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetAnna Rohrbach et al.2015 · 501 citations
19. How Far are We from Solving Pedestrian Detection? ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetShanshan Zhang et al.2016 · 464 citations
20. Multimodal Explanations: Justifying Decisions and Pointing to the Evidence ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetDong Huk Park et al.2018 · 457 citations
21. Filtered channel features for pedestrian detection ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetShanshan Zhang, Rodrigo Benenson, Bernt Schiele2015 · 399 citations
22. Poselet Conditioned Pictorial Structures ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetLeonid Pishchulin et al.2013 · 376 citations
23. Taking a deeper look at pedestrians ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetJan Hosang et al.2015 · 294 citations
24. Grounding of Textual Phrases in Images by Reconstruction ↗Max Planck Digital Library · no summary yetRohrbach, A. et al.2016 · 274 citations
25. Semantic Projection Network for Zero- and Few-Label Semantic Segmentation ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetYongqin Xian et al.2019 · 248 citations
26. ArtTrack: Articulated Multi-Person Tracking in the Wild ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetEldar Insafutdinov et al.2017 · 239 citations
27. Machine Learning Challenges. Evaluating Predictive Uncertainty, Visual Object Classification, and Recognising Tectual Entailment ↗Lecture notes in computer science · no summary yetMark Everingham et al.2006 · 218 citations
28. Disentangling Adversarial Robustness and Generalization ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetDavid Stutz, Matthias Hein, Bernt Schiele2019 · 217 citations
29. SHIFT: A Synthetic Driving Dataset for Continuous Multi-Task Domain Adaptation ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetTao Sun et al.2022 · 197 citations
30. Subgraph decomposition for multi-target tracking ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetSiyu Tang et al.2015 · 195 citations
31. DSVT: Dynamic Sparse Voxel Transformer with Rotated Sets ↗arXiv:2301.06051 · no summary yetHaiyang Wang et al.2023 · 193 citations
32. Exploiting Saliency for Object Segmentation from Image Level Labels ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetSeong Joon Oh et al.2017 · 193 citations
33. Efficient ConvNet-based marker-less motion capture in general scenes with a low number of cameras ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetAhmed Elhayek et al.2015 · 151 citations
34. Occlusion Patterns for Object Class Detection ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetBojan Pepikj et al.2013 · 136 citations
35. 3D Pictorial Structures Revisited: Multiple Human Pose Estimation ↗IEEE Transactions on Pattern Analysis and Machine Intelligence · no summary yetVasileios Belagiannis et al.2015 · 132 citations
36. Time-Conditioned Action Anticipation in One Shot ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetQiuhong Ke, Mario Fritz, Bernt Schiele2019 · 110 citations
37. Multi-cue Zero-Shot Learning with Strong Supervision ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetZeynep Akata et al.2016 · 108 citations
38. Joint Graph Decomposition & Node Labeling: Problem, Algorithms, Applications ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetEvgeny Levinkov et al.2017 · 101 citations
39. NightOwls: A Pedestrians at Night Dataset ↗Lecture notes in computer science · no summary yetLukáš Neumann et al.2019 · 100 citations
40. Hierarchical Online Instance Matching for Person Search ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetDi Chen et al.2020 · 87 citations
41. Multi-View and 3D Deformable Part Models ↗IEEE Transactions on Pattern Analysis and Machine Intelligence · no summary yetBojan Pepik et al.2015 · 83 citations
42. B-cos Networks: Alignment is All We Need for Interpretability ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetMoritz Böhle, Mario Fritz, Bernt Schiele2022 · 71 citations
43. USB: A Unified Semi-supervised Learning Benchmark for Classification ↗arXiv:2208.07204 · no summary yetYidong Wang et al.2022 · 61 citations
44. Generating Descriptions with Grounded and Co-referenced People ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetAnna Rohrbach et al.2017 · 60 citations
45. Attentive Explanations: Justifying Decisions and Pointing to the Evidence ↗arXiv (Cornell University) · no summary yetDong Huk Park et al.2016 · 60 citations
46. Classifier based graph construction for video segmentation ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetAnna Khoreva et al.2015 · 56 citations
47. PoseTrack21: A Dataset for Person Search, Multi-Object Tracking and Multi-Person Pose Tracking ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetAndreas Doering et al.2022 · 55 citations
48. Visual Writing Prompts: Character-Grounded Story Generation with Curated Image SequencesTransactions of the Association for Computational Linguistics (TACL)Xudong Hong, Asad Sayeed, Khushboo Mehra, et al.2023 · 47 citations
49. Attentive Explanations: Justifying Decisions and Pointing to the Evidence (Extended Abstract) ↗arXiv (Cornell University) · no summary yetDong Huk Park et al.2017 · 5 citations

↑ back to top

This page in Markdown → https://md.research.elamur.ai/free/en/authors/bernt-schiele/works/