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Ross Girshick — all works

126 works · page 1 of 2 · 1–100 · ← Ross Girshick

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  1. Faster R-CNN: Towards Real-Time Object Detection with Region Proposal NetworksIEEE Transactions on Pattern Analysis and Machine IntelligenceShaoqing Ren, Kaiming He, Ross Girshick, et al.2015 · 65,090 citations
  2. You Only Look Once: Unified, Real-Time 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 Redmon et al.2016 · 51,243 citations
  3. Rich feature hierarchies for accurate object detection and semantic segmentationIEEE Computer Society Conference on Computer Vision and Pattern RecognitionRoss Girshick, Jeff Donahue, Trevor Darrell, et al.2013 · 31,930 citations
  4. Mask R-CNN ↗IEEE International Conference on Computer Vision (ICCV) · no summary yetKaiming He et al.2017 · 29,617 citations
  5. Fast R-CNN ↗IEEE International Conference on Computer Vision (ICCV) · no summary yetRoss Girshick2015 · 28,469 citations
  6. Momentum Contrast for Unsupervised Visual Representation LearningIEEE Computer Society Conference on Computer Vision and Pattern RecognitionKaiming He, Haoqi Fan, Yuxin Wu, et al.2019 · 13,302 citations
  7. 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
  8. Non-local 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 yetXiaolong Wang et al.2018 · 11,175 citations
  9. Caffe ↗ACM International Conference on Multimedia (ACM MM) · no summary yetYangqing Jia et al.2014 · 10,940 citations
  10. Object Detection with Discriminatively Trained Part-Based Models ↗IEEE Transactions on Pattern Analysis and Machine Intelligence · no summary yetPedro F. Felzenszwalb et al.9,929 citations
  11. Microsoft COCO: Common Objects in ContextarXiv:1405.0312Tsung-Yi Lin, Michael Maire, Serge Belongie, et al.2014 · 5,131 citations
  12. Caffe: Convolutional Architecture for Fast Feature EmbeddingarXiv:1408.5093Yangqing Jia, Evan Shelhamer, Jeff Donahue, et al.2014 · 4,209 citations
  13. Region-Based Convolutional Networks for Accurate Object Detection and Segmentation ↗IEEE Transactions on Pattern Analysis and Machine Intelligence · no summary yetRoss Girshick et al.2015 · 2,926 citations
  14. Accurate, Large Minibatch SGD: Training ImageNet in 1 Hour ↗arXiv:1706.02677 · no summary yetPriya Goyal et al.2017 · 2,756 citations
  15. Training Region-Based Object Detectors with Online Hard Example Mining ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetAbhinav Shrivastava, Abhinav Gupta, Ross Girshick2016 · 2,665 citations
  16. Improved Baselines with Momentum Contrastive Learning ↗arXiv (Cornell University) · no summary yetXinlei Chen et al.2020 · 2,098 citations
  17. Designing Network Design Spaces ↗arXiv:2003.13678 · no summary yetIlija Radosavovic et al.2020 · 2,040 citations
  18. Focal Loss for Dense Object DetectionarXiv:1708.02002Tsung-Yi Lin, Priya Goyal, Ross Girshick, et al.2017 · 1,995 citations
  19. 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
  20. Hypercolumns for object segmentation and fine-grained localization ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetBharath Hariharan et al.2015 · 1,539 citations
  21. Learning Rich Features from RGB-D Images for Object Detection and Segmentation ↗Lecture notes in computer science · no summary yetSaurabh Gupta et al.2014 · 1,490 citations
  22. 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
  23. 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
  24. Inside-Outside Net: Detecting Objects in Context with Skip Pooling and Recurrent 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 yetSean Bell et al.2016 · 1,327 citations
  25. Exploring the Limits of Weakly Supervised Pretraining ↗Lecture notes in computer science · no summary yetDhruv Kumar Mahajan et al.2018 · 1,295 citations
  26. Part-Based R-CNNs for Fine-Grained Category Detection ↗Lecture notes in computer science · no summary yetNing Zhang et al.2014 · 1,168 citations
  27. PointRend: Image Segmentation As Rendering ↗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.2020 · 1,157 citations
  28. Simultaneous Detection and Segmentation ↗Lecture notes in computer science · no summary yetBharath Hariharan et al.2014 · 1,128 citations
  29. Rethinking ImageNet Pre-Training ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetKaiming He, Ross Girshick, Piotr Dollár2019 · 1,089 citations
  30. Segment AnythingarXiv:2304.02643Alexander Kirillov, Eric Mintun, Nikhila Ravi, et al.2023 · 960 citations
  31. Cascade object detection with deformable part 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 yetPedro F. Felzenszwalb, Ross Girshick, David McAllester2010 · 924 citations
  32. Exploring Plain Vision Transformer Backbones for Object Detection ↗Lecture notes in computer science · no summary yetYanghao Li et al.2022 · 872 citations
  33. Low-Shot Visual Recognition by Shrinking and Hallucinating Features ↗IEEE International Conference on Computer Vision (ICCV) · no summary yetBharath Hariharan, Ross Girshick2017 · 820 citations
  34. Low-Shot Learning from Imaginary Data ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetYu-Xiong Wang et al.2018 · 771 citations
  35. Feature Pyramid Networks for Object Detection ↗arXiv:1612.03144 · no summary yetTsung-Yi Lin et al.2016 · 767 citations
  36. DenseNet: Implementing Efficient ConvNet Descriptor Pyramids ↗arXiv (Cornell University) · no summary yetForrest Iandola et al.2014 · 646 citations
  37. 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
  38. Masked Autoencoders Are Scalable Vision LearnersarXiv:2111.06377Kaiming He, Xinlei Chen, Saining Xie, et al.2021 · 596 citations
  39. Efficient Human Pose Estimation from Single Depth Images ↗IEEE Transactions on Pattern Analysis and Machine Intelligence · no summary yetJamie Shotton et al.2012 · 582 citations
  40. Inferring and Executing Programs for Visual Reasoning ↗arXiv:1705.03633 · no summary yetJustin Johnson et al.2017 · 557 citations
  41. 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
  42. Long-Term Feature Banks for Detailed Video 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 yetChao-Yuan Wu et al.2019 · 476 citations
  43. CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual ReasoningarXiv:1612.06890Justin Johnson, Bharath Hariharan, Laurens van der Maaten, et al.2016 · 464 citations
  44. Object Detection Networks on Convolutional Feature Maps ↗IEEE Transactions on Pattern Analysis and Machine Intelligence · no summary yetShaoqing Ren et al.2016 · 462 citations
  45. 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
  46. 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
  47. Analyzing the Performance of Multilayer Neural Networks for Object Recognition ↗Lecture notes in computer science · no summary yetPulkit Agrawal, Ross Girshick, Jitendra Malik2014 · 434 citations
  48. SAM 2: Segment Anything in Images and Videos ↗arXiv (Cornell University) · no summary yetNikhila Ravi et al.2024 · 426 citations
  49. Deformable part models are convolutional 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 yetRoss Girshick et al.2015 · 423 citations
  50. Deep3D: Fully Automatic 2D-to-3D Video Conversion with Deep Convolutional Neural Networks ↗Lecture notes in computer science · no summary yetJunyuan Xie, Ross Girshick, Ali Farhadi2016 · 419 citations
  51. TensorMask: A Foundation for Dense Object Segmentation ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetXinlei Chen et al.2019 · 389 citations
  52. Contextual Action Recognition with R* CNN ↗IEEE International Conference on Computer Vision (ICCV) · no summary yetGeorgia Gkioxari, Ross Girshick, Jitendra Malik2015 · 368 citations
  53. Early Convolutions Help Transformers See Better ↗arXiv (Cornell University) · no summary yetTete Xiao et al.2021 · 366 citations
  54. Exploring Randomly Wired Neural Networks for Image Recognition ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetSaining Xie et al.2019 · 365 citations
  55. Visual StorytellingConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Ting-Hao Kenneth Huang, Francis Ferraro, Nasrin Mostafazadeh, et al.2016 · 356 citations
  56. Efficient regression of general-activity human poses from depth images ↗International Conference on Computer Vision · no summary yetRoss Girshick et al.2011 · 348 citations
  57. 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
  58. Indoor Scene Understanding with RGB-D Images: Bottom-up Segmentation, Object Detection and Semantic Segmentation ↗International Journal of Computer Vision · no summary yetSaurabh Gupta et al.2014 · 249 citations
  59. Seeing through the Human Reporting Bias: Visual Classifiers from Noisy Human-Centric 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 yetIshan Misra et al.2016 · 231 citations
  60. A Large-Scale Study on Unsupervised Spatiotemporal Representation 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 yetChristoph Feichtenhofer et al.2021 · 226 citations
  61. Unsupervised Deep Embedding for Clustering Analysis ↗ICML 2016 · no summary yetJunyuan Xie, Ross Girshick, Ali Farhadi2016 · 222 citations
  62. Aligning 3D models to RGB-D images of cluttered scenes ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetSaurabh Gupta et al.2015 · 211 citations
  63. Object Detection with Grammar Models ↗no summary yetRoss Girshick, Pedro F. Felzenszwalb, David McAllester2011 · 211 citations
  64. LSDA: Large Scale Detection Through Adaptation ↗arXiv (Cornell University) · no summary yetJudy Hoffman et al.2014 · 185 citations
  65. Exploring Nearest Neighbor Approaches for Image Captioning ↗arXiv (Cornell University) · no summary yetJacob Devlin et al.2015 · 181 citations
  66. Using k-Poselets for Detecting People and Localizing Their Keypoints ↗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.2014 · 177 citations
  67. Actions and Attributes from Wholes and Parts ↗IEEE International Conference on Computer Vision (ICCV) · no summary yetGeorgia Gkioxari, Ross Girshick, Jitendra Malik2015 · 144 citations
  68. Fast and Accurate Model Scaling ↗arXiv:2103.06877 · no summary yetPiotr Dollar, Mannat Singh, Ross Girshick2021 · 122 citations
  69. R-CNNs for Pose Estimation and Action Detection ↗CaltechAUTHORS (California Institute of Technology) · no summary yetGeorgia Gkioxari et al.2014 · 120 citations
  70. 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
  71. Object Instance Segmentation and Fine-Grained Localization Using Hypercolumns ↗IEEE Transactions on Pattern Analysis and Machine Intelligence · no summary yetBharath Hariharan et al.2016 · 102 citations
  72. A Multigrid Method for Efficiently Training Video Models ↗arXiv:1912.00998 · no summary yetChao-Yuan Wu et al.2019 · 95 citations
  73. Understanding Objects in Detail with Fine-Grained Attributes ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetAndrea Vedaldi et al.2014 · 92 citations
  74. Impact of data on generalization of AI for surgical intelligence applications ↗Scientific Reports · no summary yetOmri Bar et al.2020 · 88 citations
  75. Benchmarking Detection Transfer Learning with Vision Transformers ↗arXiv (Cornell University) · no summary yetYanghao Li et al.2021 · 86 citations
  76. Reducing Overfitting in Deep Networks by Decorrelating Representations ↗arXiv (Cornell University) · no summary yetMichael Cogswell et al.2015 · 86 citations
  77. Sparselet Models for Efficient Multiclass Object Detection ↗Lecture notes in computer science · no summary yetHyun Oh Song et al.2012 · 78 citations
  78. Learning by Asking Questions ↗arXiv:1712.01238 · no summary yetIshan Misra et al.2017 · 75 citations
  79. Are Labels Necessary for Neural Architecture Search? ↗Lecture notes in computer science · no summary yetChenxi Liu et al.2020 · 71 citations
  80. Object Detection ↗Springer eBooks · no summary yetYali Amit, Pedro F. Felzenszwalb, Ross Girshick2021 · 69 citations
  81. Visual object detection with deformable part models ↗Communications of the ACM · no summary yetPedro F. Felzenszwalb et al.2013 · 58 citations
  82. 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
  83. Object Detection ↗Springer eBooks · no summary yetYali Amit, Pedro F. Felzenszwalb, Ross Girshick2020 · 56 citations
  84. PyTorchVideo ↗ACM International Conference on Multimedia (ACM MM) · no summary yetHaoqi Fan et al.2021 · 50 citations
  85. From rigid templates to grammars: object detection with structured models ↗no summary yetPedro F. Felzenszwalb, Ross Girshick2012 · 44 citations
  86. The three R’s of computer vision: Recognition, reconstruction and reorganization ↗Pattern Recognition Letters · no summary yetJitendra Malik et al.2016 · 43 citations
  87. Training Deformable Part Models with Decorrelated Features ↗IEEE International Conference on Computer Vision (ICCV) · no summary yetRoss Girshick, Jitendra Malik2013 · 33 citations
  88. Inferring 3D Object Pose in RGB-D Images ↗arXiv (Cornell University) · no summary yetSaurabh Gupta et al.2015 · 29 citations
  89. On learning to localize objects with minimal supervision ↗arXiv (Cornell University) · no summary yetHyun Oh Song et al.2014 · 28 citations
  90. PHYRE: A New Benchmark for Physical Reasoning ↗arXiv:1908.05656 · no summary yetAnton Bakhtin et al.2019 · 27 citations
  91. Discriminatively Activated Sparselets ↗no summary yetRoss Girshick, Hyun Oh Song, Trevor Jackson Darrell2013 · 27 citations
  92. Generalized Sparselet Models for Real-Time Multiclass Object Recognition ↗IEEE Transactions on Pattern Analysis and Machine Intelligence · no summary yetHyun Oh Song et al.2014 · 23 citations
  93. Visibility constraints on features of 3D objects ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetRonen Basri et al.2009 · 17 citations
  94. Large Scale Weakly and Semi-Supervised Learning for Low-Resource Video ASR ↗Interspeech (USB) · no summary yetKritika Singh et al.2020 · 14 citations
  95. Training ASR Models By Generation of Contextual Information ↗IEEE International Conference on Acoustics Speech and Signal Processing · no summary yetKritika Singh et al.2020 · 8 citations
  96. PoliFormer: Scaling On-Policy RL with Transformers Results in Masterful Navigators ↗arXiv (Cornell University) · no summary yetKuo-Hao Zeng et al.2024 · 7 citations
  97. SIMS-V: Simulated Instruction-Tuning for Spatial Video Understanding ↗arXiv (Cornell University) · no summary yetEllis Brown et al.2025 · 6 citations
  98. Evaluating Large-Vocabulary Object Detectors: The Devil is in the Details ↗arXiv (Cornell University) · no summary yetAchal Dave et al.2021 · 5 citations
  99. PyTorchVideo: A Deep Learning Library for Video Understanding ↗arXiv (Cornell University) · no summary yetHaoqi Fan et al.2021 · 4 citations
  100. I1.4: Invited Paper : Indoor Scene Understanding from RGB‐D Images ↗SID Symposium Digest of Technical Papers · no summary yetSaurabh Gupta et al.2015 · 2 citations

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