🧑‍🔬 Piotr Dollar — all works

36 works · ← Piotr Dollar

1. Mask R-CNN ↗IEEE International Conference on Computer Vision (ICCV) · no summary yetKaiming He et al.2017 · 29,617 citations
2. Aggregated Residual Transformations for Deep Neural Networks ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetSaining Xie et al.2017 · 12,133 citations
3. Microsoft COCO: Common Objects in ContextarXiv:1405.0312Tsung-Yi Lin, Michael Maire, Serge Belongie, et al.2014 · 5,131 citations
4. Accurate, Large Minibatch SGD: Training ImageNet in 1 Hour ↗arXiv:1706.02677 · no summary yetPriya Goyal et al.2017 · 2,756 citations
5. Designing Network Design SpacesIEEE Computer Society Conference on Computer Vision and Pattern RecognitionIlija Radosavovic, Raj Prateek Kosaraju, Ross Girshick, et al.2020 · 2,040 citations
6. Focal Loss for Dense Object DetectionarXiv:1708.02002Tsung-Yi Lin, Priya Goyal, Ross Girshick, et al.2017 · 1,995 citations
7. Microsoft COCO Captions: Data Collection and Evaluation ServerarXiv:1504.00325Xinlei Chen, Hao Fang, Tsung-Yi Lin, et al.2015 · 1,948 citations
8. Panoptic 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 yetAlexander Kirillov et al.2019 · 1,584 citations
9. From Captions to Visual Concepts and BackIEEE Computer Society Conference on Computer Vision and Pattern RecognitionHao Fang, Saurabh Gupta, Forrest Iandola, et al.2014 · 1,450 citations
10. Panoptic Feature Pyramid Networks ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetAlexander Kirillov et al.2019 · 1,406 citations
11. LVIS: A Dataset for Large Vocabulary Instance 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 yetAgrim Gupta, Piotr Dollár, Ross Girshick2019 · 1,333 citations
12. Rethinking ImageNet Pre-Training ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetKaiming He, Ross Girshick, Piotr Dollár2019 · 1,089 citations
13. Segment AnythingarXiv:2304.02643Alexander Kirillov, Eric Mintun, Nikhila Ravi, et al.2023 · 960 citations
14. Feature Pyramid Networks for Object DetectionarXiv:1612.03144Tsung-Yi Lin, Piotr Dollar, Ross Girshick, et al.2016 · 767 citations
15. Detecting and Recognizing Human-Object Interactions ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetGeorgia Gkioxari et al.2018 · 612 citations
16. Masked Autoencoders Are Scalable Vision LearnersarXiv:2111.06377Kaiming He, Xinlei Chen, Saining Xie, et al.2021 · 596 citations
17. Boundary IoU: Improving Object-Centric Image Segmentation Evaluation ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetBowen Cheng et al.2021 · 507 citations
18. Learning Features by Watching Objects Move ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetDeepak Pathak et al.2017 · 457 citations
19. Data Distillation: Towards Omni-Supervised 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 yetIlija Radosavovic et al.2018 · 441 citations
20. Sketch Tokens: A Learned Mid-level Representation for Contour and Object 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 yetJoseph J. Lim, C. Lawrence Zitnick, Piotr Dollár2013 · 435 citations
21. SAM 2: Segment Anything in Images and Videos ↗arXiv (Cornell University) · no summary yetNikhila Ravi et al.2024 · 426 citations
22. TensorMask: A Foundation for Dense Object Segmentation ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetXinlei Chen et al.2019 · 389 citations
23. Early Convolutions Help Transformers See Better ↗arXiv (Cornell University) · no summary yetTete Xiao et al.2021 · 366 citations
24. Learning to Segment Every Thing ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetRonghang Hu et al.2018 · 293 citations
25. A MultiPath Network for Object Detection ↗British Machine Vision Conference (BMVC) · no summary yetSergey Zagoruyko et al.2016 · 240 citations
26. Semantic Amodal 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 yetYan Zhu et al.2015 · 186 citations
27. Exploring Weak Stabilization for Motion Feature Extraction ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetDennis Park et al.2013 · 133 citations
28. On Network Design Spaces for Visual Recognition ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetIlija Radosavovic et al.2019 · 128 citations
29. Fast and Accurate Model Scaling ↗arXiv:2103.06877 · no summary yetPiotr Dollar, Mannat Singh, Ross Girshick2021 · 122 citations
30. Revisiting Weakly Supervised Pre-Training of Visual Perception 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 yetMannat Singh et al.2022 · 105 citations
31. Benchmarking Detection Transfer Learning with Vision Transformers ↗arXiv (Cornell University) · no summary yetYanghao Li et al.2021 · 86 citations
32. Are Labels Necessary for Neural Architecture Search? ↗Lecture notes in computer science · no summary yetChenxi Liu et al.2020 · 71 citations
33. The effectiveness of MAE pre-pretraining for billion-scale pretraining ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetMannat Singh et al.2023 · 56 citations
34. Evaluating Large-Vocabulary Object Detectors: The Devil is in the Details ↗arXiv (Cornell University) · no summary yetAchal Dave et al.2021 · 5 citations
35. ラベルはニューラルアーキテクチャ探索に必要か?【JST・京大機械翻訳】 ↗Lecture notes in computer science · no summary yetLiu Chenxi et al.2020
36. マスクR CNN【Powered by NICT】 ↗IEEE Conference Proceedings · no summary yetKaiming He et al.2017

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