---
title: "Bernt Schiele — all works — Elamur Research"
description: "All 49 works of Bernt Schiele in the Elamur Research library, the most cited first: our summaries where we have them, else the original."
canonical: "https://research.elamur.ai/free/en/authors/bernt-schiele/works/"
---
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# Bernt Schiele — all works

49 works · [← Bernt Schiele](https://md.research.elamur.ai/free/en/authors/bernt-schiele/)

1. **[The Cityscapes Dataset for Semantic Urban Scene Understanding ↗](https://doi.org/10.1109/cvpr.2016.350) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Marius Cordts et al.*2016 · 12,173 citations*
2. **[Meta-Transfer Learning for Few-Shot Learning ↗](https://doi.org/10.1109/cvpr.2019.00049) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Qianru Sun et al.*2019 · 1,282 citations*
3. **[DeepCut: Joint Subset Partition and Labeling for Multi Person Pose Estimation ↗](https://doi.org/10.1109/cvpr.2016.533) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Leonid Pishchulin et al.*2016 · 1,066 citations*
4. **[CityPersons: A Diverse Dataset for Pedestrian Detection ↗](https://doi.org/10.1109/cvpr.2017.474) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Shanshan Zhang, Rodrigo Benenson, Bernt Schiele*2017 · 1,026 citations*
5. **[Zero-Shot Learning — The Good, the Bad and the Ugly ↗](https://doi.org/10.1109/cvpr.2017.328) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Yongqin Xian, Bernt Schiele, Zeynep Akata*2017 · 896 citations*
6. **[Learning Deep Representations of Fine-Grained Visual Descriptions ↗](https://doi.org/10.1109/cvpr.2016.13) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Scott Reed et al.*2016 · 809 citations*
7. **[Evaluation of output embeddings for fine-grained image classification ↗](https://doi.org/10.1109/cvpr.2015.7298911) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Zeynep Akata et al.*2015 · 786 citations*
8. **[Simple Does It: Weakly Supervised Instance and Semantic Segmentation ↗](https://doi.org/10.1109/cvpr.2017.181) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Anna Khoreva et al.*2017 · 771 citations*
9. **[The 2005 PASCAL Visual Object Classes Challenge ↗](https://doi.org/10.1007/11736790_8) Lecture notes in computer science · no summary yet**Mark Everingham et al.*2006 · 743 citations*
10. **[Latent Embeddings for Zero-Shot Classification ↗](https://doi.org/10.1109/cvpr.2016.15) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Yongqin Xian et al.*2016 · 717 citations*
11. **[Learning Non-maximum Suppression ↗](https://doi.org/10.1109/cvpr.2017.685) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Jan Hosang, Rodrigo Benenson, Bernt Schiele*2017 · 711 citations*
12. **[Learning Video Object Segmentation from Static Images ↗](https://doi.org/10.1109/cvpr.2017.372) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Federico Perazzi et al.*2017 · 596 citations*
13. **[F-VAEGAN-D2: A Feature Generating Framework for Any-Shot Learning ↗](https://doi.org/10.1109/cvpr.2019.01052) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Yongqin Xian et al.*2019 · 589 citations*
14. **[Generating Visual Explanations ↗](https://doi.org/10.1007/978-3-319-46493-0_1) Lecture notes in computer science · no summary yet**Lisa Anne Hendricks et al.*2016 · 558 citations*
15. **[Knockoff Nets: Stealing Functionality of Black-Box Models ↗](https://doi.org/10.1109/cvpr.2019.00509) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Tribhuvanesh Orekondy, Bernt Schiele, Mario Fritz*2019 · 556 citations*
16. **[Multiple People Tracking by Lifted Multicut and Person Re-identification ↗](https://doi.org/10.1109/cvpr.2017.394) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Siyu Tang et al.*2017 · 553 citations*
17. **[Grounding Action Descriptions in Videos](https://md.research.elamur.ai/free/en/papers/regneri-2013-grounding-action-descriptions-videos/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/)**Michaela Regneri, Marcus Rohrbach, Dominikus Wetzel, et al.*2013 · 535 citations*
18. **[A dataset for Movie Description ↗](https://doi.org/10.1109/cvpr.2015.7298940) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Anna Rohrbach et al.*2015 · 501 citations*
19. **[How Far are We from Solving Pedestrian Detection? ↗](https://doi.org/10.1109/cvpr.2016.141) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Shanshan Zhang et al.*2016 · 464 citations*
20. **[Multimodal Explanations: Justifying Decisions and Pointing to the Evidence ↗](https://doi.org/10.1109/cvpr.2018.00915) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Dong Huk Park et al.*2018 · 457 citations*
21. **[Filtered channel features for pedestrian detection ↗](https://doi.org/10.1109/cvpr.2015.7298784) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Shanshan Zhang, Rodrigo Benenson, Bernt Schiele*2015 · 399 citations*
22. **[Poselet Conditioned Pictorial Structures ↗](https://doi.org/10.1109/cvpr.2013.82) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Leonid Pishchulin et al.*2013 · 376 citations*
23. **[Taking a deeper look at pedestrians ↗](https://doi.org/10.1109/cvpr.2015.7299034) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Jan Hosang et al.*2015 · 294 citations*
24. **[Grounding of Textual Phrases in Images by Reconstruction ↗](https://doi.org/10.1007/978-3-319-46448-0_49) Max Planck Digital Library · no summary yet**Rohrbach, A. et al.*2016 · 274 citations*
25. **[Semantic Projection Network for Zero- and Few-Label Semantic Segmentation ↗](https://doi.org/10.1109/cvpr.2019.00845) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Yongqin Xian et al.*2019 · 248 citations*
26. **[ArtTrack: Articulated Multi-Person Tracking in the Wild ↗](https://doi.org/10.1109/cvpr.2017.142) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Eldar Insafutdinov et al.*2017 · 239 citations*
27. **[Machine Learning Challenges. Evaluating Predictive Uncertainty, Visual Object Classification, and Recognising Tectual Entailment ↗](https://doi.org/10.1007/11736790) Lecture notes in computer science · no summary yet**Mark Everingham et al.*2006 · 218 citations*
28. **[Disentangling Adversarial Robustness and Generalization ↗](https://doi.org/10.1109/cvpr.2019.00714) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**David Stutz, Matthias Hein, Bernt Schiele*2019 · 217 citations*
29. **[SHIFT: A Synthetic Driving Dataset for Continuous Multi-Task Domain Adaptation ↗](https://doi.org/10.1109/cvpr52688.2022.02068) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Tao Sun et al.*2022 · 197 citations*
30. **[Subgraph decomposition for multi-target tracking ↗](https://doi.org/10.1109/cvpr.2015.7299138) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Siyu Tang et al.*2015 · 195 citations*
31. **[DSVT: Dynamic Sparse Voxel Transformer with Rotated Sets ↗](https://arxiv.org/abs/2301.06051) arXiv:2301.06051 · no summary yet**Haiyang Wang et al.*2023 · 193 citations*
32. **[Exploiting Saliency for Object Segmentation from Image Level Labels ↗](https://doi.org/10.1109/cvpr.2017.535) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Seong Joon Oh et al.*2017 · 193 citations*
33. **[Efficient ConvNet-based marker-less motion capture in general scenes with a low number of cameras ↗](https://doi.org/10.1109/cvpr.2015.7299005) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Ahmed Elhayek et al.*2015 · 151 citations*
34. **[Occlusion Patterns for Object Class Detection ↗](https://doi.org/10.1109/cvpr.2013.422) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Bojan Pepikj et al.*2013 · 136 citations*
35. **[3D Pictorial Structures Revisited: Multiple Human Pose Estimation ↗](https://doi.org/10.1109/tpami.2015.2509986) IEEE Transactions on Pattern Analysis and Machine Intelligence · no summary yet**Vasileios Belagiannis et al.*2015 · 132 citations*
36. **[Time-Conditioned Action Anticipation in One Shot ↗](https://doi.org/10.1109/cvpr.2019.01016) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Qiuhong Ke, Mario Fritz, Bernt Schiele*2019 · 110 citations*
37. **[Multi-cue Zero-Shot Learning with Strong Supervision ↗](https://doi.org/10.1109/cvpr.2016.14) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Zeynep Akata et al.*2016 · 108 citations*
38. **[Joint Graph Decomposition & Node Labeling: Problem, Algorithms, Applications ↗](https://doi.org/10.1109/cvpr.2017.206) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Evgeny Levinkov et al.*2017 · 101 citations*
39. **[NightOwls: A Pedestrians at Night Dataset ↗](https://doi.org/10.1007/978-3-030-20887-5_43) Lecture notes in computer science · no summary yet**Lukáš Neumann et al.*2019 · 100 citations*
40. **[Hierarchical Online Instance Matching for Person Search ↗](https://doi.org/10.1609/aaai.v34i07.6623) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Di Chen et al.*2020 · 87 citations*
41. **[Multi-View and 3D Deformable Part Models ↗](https://doi.org/10.1109/tpami.2015.2408347) IEEE Transactions on Pattern Analysis and Machine Intelligence · no summary yet**Bojan Pepik et al.*2015 · 83 citations*
42. **[B-cos Networks: Alignment is All We Need for Interpretability ↗](https://doi.org/10.1109/cvpr52688.2022.01008) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Moritz Böhle, Mario Fritz, Bernt Schiele*2022 · 71 citations*
43. **[USB: A Unified Semi-supervised Learning Benchmark for Classification ↗](https://arxiv.org/abs/2208.07204) arXiv:2208.07204 · no summary yet**Yidong Wang et al.*2022 · 61 citations*
44. **[Generating Descriptions with Grounded and Co-referenced People ↗](https://doi.org/10.1109/cvpr.2017.447) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Anna Rohrbach et al.*2017 · 60 citations*
45. **[Attentive Explanations: Justifying Decisions and Pointing to the Evidence ↗](https://arxiv.org/abs/1612.04757) arXiv (Cornell University) · no summary yet**Dong Huk Park et al.*2016 · 60 citations*
46. **[Classifier based graph construction for video segmentation ↗](https://doi.org/10.1109/cvpr.2015.7298697) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Anna Khoreva et al.*2015 · 56 citations*
47. **[PoseTrack21: A Dataset for Person Search, Multi-Object Tracking and Multi-Person Pose Tracking ↗](https://doi.org/10.1109/cvpr52688.2022.02029) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Andreas Doering et al.*2022 · 55 citations*
48. **[Visual Writing Prompts: Character-Grounded Story Generation with Curated Image Sequences](https://md.research.elamur.ai/free/en/papers/hong-2023-visual-writing-prompts-character-grounded/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/)**Xudong Hong, Asad Sayeed, Khushboo Mehra, et al.*2023 · 47 citations*
49. **[Attentive Explanations: Justifying Decisions and Pointing to the Evidence (Extended Abstract) ↗](https://arxiv.org/abs/1711.07373) arXiv (Cornell University) · no summary yet**Dong Huk Park et al.*2017 · 5 citations*