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Trevor Jackson Darrell — all works

788 works · page 1 of 8 · 1–100 · ← Trevor Jackson Darrell

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  1. Fully convolutional networks for 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 yetJonathan Long, Evan Shelhamer, Trevor Jackson Darrell2015 · 36,796 citations
  2. 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
  3. Fully Convolutional Networks for Semantic Segmentation ↗IEEE Transactions on Pattern Analysis and Machine Intelligence · no summary yetEvan Shelhamer, Jonathan Long, Trevor Jackson Darrell2016 · 11,508 citations
  4. Caffe ↗ACM International Conference on Multimedia (ACM MM) · no summary yetYangqing Jia et al.2014 · 10,940 citations
  5. A ConvNet for the 2020s ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetZhuang Liu et al.2022 · 8,531 citations
  6. Context Encoders: Feature Learning by Inpainting ↗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.2016 · 5,531 citations
  7. Adversarial Discriminative 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 yetEric Tzeng et al.2017 · 4,938 citations
  8. Caffe: Convolutional Architecture for Fast Feature EmbeddingarXiv:1408.5093Yangqing Jia, Evan Shelhamer, Jeff Donahue, et al.2014 · 4,209 citations
  9. Pfinder: real-time tracking of the human body ↗IEEE Transactions on Pattern Analysis and Machine Intelligence · no summary yetChristopher R. Wren et al.1997 · 4,171 citations
  10. DeCAF: A Deep Convolutional Activation Feature for Generic Visual Recognition ↗arXiv:1310.1531 · no summary yetJeff Donahue et al.2013 · 3,463 citations
  11. 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
  12. Adapting Visual Category Models to New Domains ↗Lecture notes in computer science · no summary yetKate Saenko et al.2010 · 2,751 citations
  13. BDD100K: A Diverse Driving Dataset for Heterogeneous Multitask 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 yetFisher Yu et al.2020 · 2,539 citations
  14. Deep Domain Confusion: Maximizing for Domain Invariance ↗arXiv (Cornell University) · no summary yetEric Tzeng et al.2014 · 2,210 citations
  15. Curiosity-driven Exploration by Self-supervised Prediction ↗arXiv:1705.05363 · no summary yetDeepak Pathak et al.2017 · 1,820 citations
  16. Multimodal Compact Bilinear Pooling for Visual Question Answering and Visual GroundingConference on Empirical Methods in Natural Language Processing (EMNLP)Akira Fukui, Dong Huk Park, Daylen Yang, et al.2016 · 1,684 citations
  17. Deep Layer Aggregation ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetFisher Yu et al.2018 · 1,565 citations
  18. The pyramid match kernel: discriminative classification with sets of image features ↗no summary yetKristen Grauman, Trevor Jackson Darrell2005 · 1,487 citations
  19. End-to-End Training of Deep Visuomotor Policies ↗arXiv:1504.00702 · no summary yetSergey Levine et al.2015 · 1,463 citations
  20. Sequence to Sequence — Video to Text ↗IEEE International Conference on Computer Vision (ICCV) · no summary yetSubhashini Venugopalan et al.2015 · 1,441 citations
  21. Part-Based R-CNNs for Fine-Grained Category Detection ↗Lecture notes in computer science · no summary yetNing Zhang et al.2014 · 1,168 citations
  22. Simultaneous Deep Transfer Across Domains and Tasks ↗IEEE International Conference on Computer Vision (ICCV) · no summary yetEric Tzeng et al.2015 · 1,152 citations
  23. Neural Module NetworksIEEE Computer Society Conference on Computer Vision and Pattern RecognitionJacob Andreas, Marcus Rohrbach, Trevor Darrell, et al.2015 · 1,140 citations
  24. Localizing Moments in Video with Natural Language ↗IEEE International Conference on Computer Vision (ICCV) · no summary yetLisa Anne Hendricks et al.2017 · 1,095 citations
  25. Rethinking the Value of Network Pruning ↗arXiv (Cornell University) · no summary yetZhuang Liu et al.2018 · 960 citations
  26. Toward Multimodal Image-to-Image Translation ↗arXiv (Cornell University) · no summary yetJun-Yan Zhu et al.2017 · 935 citations
  27. Compact Bilinear Pooling ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetYang Gao et al.2016 · 903 citations
  28. End-to-End Learning of Driving Models from Large-Scale Video Datasets ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetHuazhe Xu et al.2017 · 880 citations
  29. Few-Shot Object Detection via Feature Reweighting ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetBingyi Kang et al.2019 · 814 citations
  30. Learning to Hash with Binary Reconstructive Embeddings ↗no summary yetBrian Kulis, Trevor Jackson Darrell2009 · 756 citations
  31. Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetEdgar Schönfeld et al.2019 · 731 citations
  32. What you saw is not what you get: Domain adaptation using asymmetric kernel transforms ↗no summary yetBrian Kulis, Kate Saenko, Trevor Jackson Darrell2011 · 708 citations
  33. Semi-Supervised Domain Adaptation via Minimax Entropy ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetKuniaki Saito et al.2019 · 697 citations
  34. CyCADA: Cycle-Consistent Adversarial Domain Adaptation ↗arXiv (Cornell University) · no summary yetJudy Hoffman et al.2017 · 680 citations
  35. Adversarial Feature Learning ↗arXiv (Cornell University) · no summary yetJeff Donahue, Philipp Krähenbühl, Trevor Jackson Darrell2016 · 679 citations
  36. SkipNet: Learning Dynamic Routing in Convolutional Networks ↗Lecture notes in computer science · no summary yetXin Wang et al.2018 · 675 citations
  37. DenseNet: Implementing Efficient ConvNet Descriptor Pyramids ↗arXiv (Cornell University) · no summary yetForrest Iandola et al.2014 · 646 citations
  38. Constrained Convolutional Neural Networks for Weakly Supervised Segmentation ↗IEEE International Conference on Computer Vision (ICCV) · no summary yetDeepak Pathak, Philipp Krähenbühl, Trevor Jackson Darrell2015 · 629 citations
  39. FCNs in the Wild: Pixel-level Adversarial and Constraint-based Adaptation ↗arXiv (Cornell University) · no summary yetJudy Hoffman et al.2016 · 627 citations
  40. Object Hallucination in Image CaptioningConference on Empirical Methods in Natural Language Processing (EMNLP)Anna Rohrbach, Lisa Anne Hendricks, Kaylee Burns, et al.2018 · 626 citations
  41. Learning to Reason: End-to-End Module Networks for Visual Question Answering ↗arXiv:1704.05526 · no summary yetRonghang Hu et al.2017 · 621 citations
  42. Natural Language Object Retrieval ↗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.2016 · 587 citations
  43. Learning to Compose Neural Networks for Question AnsweringConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Jacob Andreas, Marcus Rohrbach, Trevor Darrell, et al.2016 · 573 citations
  44. Variational Adversarial Active Learning ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetSamrath Sinha, Sayna Ebrahimi, Trevor Jackson Darrell2019 · 559 citations
  45. Generating Visual Explanations ↗Lecture notes in computer science · no summary yetLisa Anne Hendricks et al.2016 · 558 citations
  46. YouTube2Text: Recognizing and Describing Arbitrary Activities Using Semantic Hierarchies and Zero-Shot Recognition ↗IEEE International Conference on Computer Vision (ICCV) · no summary yetSergio Guadarrama et al.2013 · 541 citations
  47. Hidden Conditional Random Fields ↗IEEE Transactions on Pattern Analysis and Machine Intelligence · no summary yetAriadna Quattoni et al.2007 · 502 citations
  48. PANDA: Pose Aligned Networks for Deep Attribute Modeling ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetNing Zhang et al.2014 · 495 citations
  49. Women Also Snowboard: Overcoming Bias in Captioning Models ↗Lecture notes in computer science · no summary yetLisa Anne Hendricks et al.2018 · 474 citations
  50. Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetYinbo Chen et al.2021 · 470 citations
  51. Quasi-Dense Similarity Learning for Multiple Object 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 yetJiangmiao Pang et al.2021 · 468 citations
  52. Segmentation from Natural Language Expressions ↗Lecture notes in computer science · no summary yetRonghang Hu, Marcus Rohrbach, Trevor Jackson Darrell2016 · 465 citations
  53. Deep Spatial Autoencoders for Visuomotor Learning ↗arXiv:1509.06113 · no summary yetChelsea Finn et al.2015 · 461 citations
  54. 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
  55. 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
  56. Hidden Conditional Random Fields for Gesture Recognition ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetSy Bor et al.2006 · 453 citations
  57. Hidden Conditional Random Fields for Gesture Recognition ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetSy Bor Wang et al.2006 · 451 citations
  58. 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
  59. Modeling Relationships in Referential Expressions with Compositional Modular 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 yetRonghang Hu et al.2017 · 415 citations
  60. Nearest-neighbor methods in learning and vision : theory and practice ↗no summary yetGregory Shakhnarovich, Piotr Indyk, Trevor Jackson Darrell2005 · 395 citations
  61. Latent-Dynamic Discriminative Models for Continuous Gesture Recognition ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetLouis‐Philippe Morency, Ariadna Quattoni, Trevor Jackson Darrell2007 · 391 citations
  62. Managing extreme AI risks amid rapid progress ↗Science · no summary yetYoshua Bengio et al.2024 · 382 citations
  63. Textual Explanations for Self-Driving Vehicles ↗Lecture notes in computer science · no summary yetJinkyu Kim et al.2018 · 368 citations
  64. Early Convolutions Help Transformers See Better ↗arXiv (Cornell University) · no summary yetTete Xiao et al.2021 · 366 citations
  65. Conditional random fields for object recognition ↗no summary yetAriadna Quattoni, Michael Collins, Trevor Jackson Darrell2004 · 359 citations
  66. Large-Scale Study of Curiosity-Driven Learning ↗arXiv:1808.04355 · no summary yetYuri Burda et al.2018 · 357 citations
  67. Space-time gestures ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetTrevor Jackson Darrell, Alex Pentland1993 · 353 citations
  68. Tent: Fully Test-time Adaptation by Entropy Minimization ↗arXiv (Cornell University) · no summary yetDequan Wang et al.2020 · 351 citations
  69. Multi-content GAN for Few-Shot Font Style Transfer ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetSamaneh Azadi et al.2018 · 345 citations
  70. Speaker-Follower Models for Vision-and-Language Navigation ↗arXiv:1806.02724 · no summary yetDaniel Fried et al.2018 · 343 citations
  71. Active Learning with Gaussian Processes for Object Categorization ↗IEEE International Conference on Computer Vision (ICCV) · no summary yetAshish Kapoor et al.2007 · 332 citations
  72. Learning modular neural network policies for multi-task and multi-robot transfer ↗Proceedings - IEEE International Conference on Robotics and Automation/Proceedings · no summary yetColine Devin et al.2017 · 328 citations
  73. The Pyramid Match Kernel: Efficient Learning with Sets of Features ↗no summary yetKristen Grauman, Trevor Jackson Darrell2007 · 314 citations
  74. Deep Compositional Captioning: Describing Novel Object Categories without Paired Training 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 yetLisa Anne Hendricks et al.2016 · 313 citations
  75. Frustratingly Simple Few-Shot Object Detection ↗arXiv (Cornell University) · no summary yetXin Wang et al.2020 · 311 citations
  76. Face Recognition with Image Sets Using Manifold Density Divergence ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetOgnjen Arandjelović et al.2005 · 311 citations
  77. Face Recognition from Long-Term Observations ↗Lecture notes in computer science · no summary yetGregory Shakhnarovich, John Sheridan Fisher, Trevor Jackson Darrell2002 · 300 citations
  78. 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
  79. Contrastive Test-Time 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 yetDian Chen et al.2022 · 277 citations
  80. Grounding of Textual Phrases in Images by Reconstruction ↗Max Planck Digital Library · no summary yetRohrbach, A. et al.2016 · 274 citations
  81. Hierarchical Discrete Distribution Decomposition for Match Density 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 yetZhichao Yin, Trevor Jackson Darrell, Fisher Yu2019 · 267 citations
  82. DeepSentiBank: Visual Sentiment Concept Classification with Deep Convolutional Neural Networks ↗arXiv (Cornell University) · no summary yetTao Chen et al.2014 · 265 citations
  83. Deep learning for tactile understanding from visual and haptic data ↗Proceedings - IEEE International Conference on Robotics and Automation/Proceedings · no summary yetYang Gao et al.2016 · 262 citations
  84. A Category-Level 3D Object Dataset: Putting the Kinect to Work ↗Advances in computer vision and pattern recognition · no summary yetAllison Janoch et al.2012 · 258 citations
  85. Integrated person tracking using stereo, color, and pattern 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 yetTrevor Jackson Darrell et al.1998 · 258 citations
  86. Simultaneous Deep Transfer Across Domains and Tasks ↗Advances in computer vision and pattern recognition · no summary yetJudy Hoffman et al.2017 · 254 citations
  87. A category-level 3-D object dataset: Putting the Kinect to work ↗IEEE International Conference on Computer Vision Workshops · no summary yetAllison Janoch et al.2011 · 253 citations
  88. Scale-MAE: A Scale-Aware Masked Autoencoder for Multiscale Geospatial Representation Learning ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetColorado Reed et al.2023 · 248 citations
  89. Joint Monocular 3D Vehicle Detection and Tracking ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetHou-Ning Hu et al.2019 · 248 citations
  90. Long-term Recurrent Convolutional Networks for Visual Recognition and DescriptionarXiv:1411.4389Jeff Donahue, Lisa Anne Hendricks, Marcus Rohrbach, et al.2014 · 245 citations
  91. Fully Convolutional Multi-Class Multiple Instance Learning ↗arXiv (Cornell University) · no summary yetDeepak Pathak et al.2014 · 242 citations
  92. A geometric approach to robotic laundry folding ↗The International Journal of Robotics Research · no summary yetStephen Miller et al.2011 · 242 citations
  93. Iterative Answer Prediction With Pointer-Augmented Multimodal Transformers for TextVQA ↗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.2020 · 240 citations
  94. Beyond spatial pyramids: Receptive field learning for pooled image features ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetYangqing Jia, Chang Huang, Trevor Jackson Darrell2012 · 236 citations
  95. Recognizing Image Style ↗British Machine Vision Conference (BMVC) · no summary yetSergey Karayev et al.2014 · 232 citations
  96. Real-World Humanoid Locomotion with Reinforcement Learning ↗arXiv:2303.03381 · no summary yetIlija Radosavovic et al.2023 · 230 citations
  97. Integrated Person Tracking Using Stereo, Color, and Pattern Detection ↗International Journal of Computer Vision · no summary yetTrevor Jackson Darrell et al.2000 · 228 citations
  98. BDD100K: A Diverse Driving Video Database with Scalable Annotation Tooling. ↗arXiv (Cornell University) · no summary yetFisher Yu et al.2018 · 227 citations
  99. Integrated Person Tracking Using Stereo, Color, and Pattern Detection. ↗International Journal of Computer Vision · no summary yetDarrell Gordon Harville et al.1998 · 227 citations
  100. More Control for Free! Image Synthesis with Semantic Diffusion Guidance ↗IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) · no summary yetXihui Liu et al.2021 · 224 citations

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