Trevor Jackson Darrell — all works
- On probabilistic combination of face and gait cues for identification ↗no summary yetGregory Shakhnarovich, Trevor Jackson Darrell2002 · 89 citations
- Learning Invariant Representations and Risks for Semi-supervised 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 yetBo Li et al.2021 · 88 citations
- Spatio-Temporal Action Graph Networks ↗arXiv:1812.01233 · no summary yetRoei Herzig et al.2019 · 87 citations
- Object-Region Video Transformers ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetRoei Herzig et al.2022 · 86 citations
- Predicting with Confidence on Unseen Distributions ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetDevin Guillory et al.2021 · 85 citations
- Recognizing gaze aversion gestures in embodied conversational discourse ↗International Conference on Multimodal Interfaces · no summary yetLouis‐Philippe Morency, C. Mario Christoudias, Trevor Jackson Darrell2006 · 85 citations
- Activity Zones for Context-Aware Computing ↗Lecture notes in computer science · no summary yetKimberle Koile et al.2003 · 85 citations
- Region Similarity Representation Learning ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetTete Xiao et al.2021 · 84 citations
- Towards Practical Multi-Object Manipulation using Relational Reinforcement Learning ↗Proceedings - IEEE International Conference on Robotics and Automation/Proceedings · no summary yetRichard Li et al.2020 · 82 citations
- Cross-modal adaptation for RGB-D detection ↗Proceedings - IEEE International Conference on Robotics and Automation/Proceedings · no summary yetJudy Hoffman et al.2016 · 82 citations
- Open-vocabulary Object Retrieval ↗no summary yetSergio Guadarrama et al.2014 · 81 citations
- Learning Appearance Manifolds from Video ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetAli Rahimi, Benjamin Recht, Trevor Jackson Darrell2005 · 80 citations
- Tracking facial motion ↗no summary yetIrfan A. Essa, Trevor Jackson Darrell, Alex Pentland1994 · 79 citations
- Monocular Plan View Networks for Autonomous Driving ↗IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) · no summary yetDequan Wang et al.2019 · 78 citations
- Detector discovery in the wild: Joint multiple instance and 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 yetJudy Hoffman et al.2015 · 78 citations
- Sparselet Models for Efficient Multiclass Object Detection ↗Lecture notes in computer science · no summary yetHyun Oh Song et al.2012 · 78 citations
- Guiding Pretraining in Reinforcement Learning with Large Language Models ↗arXiv:2302.06692 · no summary yetYuqing Du et al.2023 · 77 citations
- Compositional GAN: Learning Image-Conditional Binary Composition ↗International Journal of Computer Vision · no summary yetSamaneh Azadi et al.2018 · 77 citations
- 3D pose tracking with linear depth and brightness constraints ↗IEEE International Conference on Computer Vision (ICCV) · no summary yetMichael L. Harville et al.1999 · 74 citations
- Evolving Visual Routines ↗Artificial Life · no summary yetMichael Patrick Johnson, Pattie Maes, Trevor Jackson Darrell1994 · 74 citations
- Back to the Source: Diffusion-Driven Adaptation to Test-Time Corruption ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetJin Gao et al.2023 · 72 citations
- Un-mix: Rethinking Image Mixtures for Unsupervised Visual Representation Learning ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetZhiqiang Shen et al.2022 · 72 citations
- Visual Discovery at Pinterest ↗no summary yetAndrew Zhai et al.2017 · 72 citations
- Head gesture recognition in intelligent interfaces ↗ACM International Conference on Intelligent User Interfaces (IUI) · no summary yetLouis‐Philippe Morency, Trevor Jackson Darrell2006 · 72 citations
- Multiple person and speaker activity tracking with a particle filter ↗IEEE International Conference on Acoustics Speech and Signal Processing · no summary yetNeal Checka et al.2004 · 72 citations
- Toward Large-Scale Face Recognition Using Social Network Context ↗Proceedings of the IEEE · no summary yetZak Stone, Todd E. Zickler, Trevor Jackson Darrell2010 · 71 citations
- Scaling Vision-Language Models with Sparse Mixture of Experts ↗Findings of the Association for Computational Linguistics: EMNLP 2023 · no summary yetSheng Shen et al.2023 · 70 citations
- TSC-DL: Unsupervised trajectory segmentation of multi-modal surgical demonstrations with Deep Learning ↗Proceedings - IEEE International Conference on Robotics and Automation/Proceedings · no summary yetAdithyavairavan Murali et al.2016 · 70 citations
- Masked Visual Pre-training for Motor Control ↗arXiv (Cornell University) · no summary yetTete Xiao et al.2022 · 69 citations
- Learning the Structure of Deep Convolutional Networks ↗IEEE International Conference on Computer Vision (ICCV) · no summary yetJiashi Feng, Trevor Jackson Darrell2015 · 69 citations
- A Bayesian approach to image-based visual hull reconstruction ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetKristen Grauman, Gregory Shakhnarovich, Trevor Jackson Darrell69 citations
- Pose estimation using 3D view-based eigenspaces ↗Proceedings - IEEE International SOI Conference/Proceedings · no summary yetLouis‐Philippe Morency, Patrik Sundberg, Trevor Jackson Darrell2003 · 68 citations
- One-Shot Adaptation of Supervised Deep Convolutional Models ↗arXiv (Cornell University) · no summary yetJudy Hoffman et al.2013 · 67 citations
- Multitask Vision-Language Prompt Tuning ↗IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) · no summary yetSheng Shen et al.2022 · 65 citations
- Pyramid Match Hashing: Sub-Linear Time Indexing Over Partial Correspondences ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetKristen Grauman, Trevor Jackson Darrell2007 · 65 citations
- Fast stereo-based head tracking for interactive environments ↗no summary yetLouis‐Philippe Morency et al.2002 · 65 citations
- Motion estimation from disparity images ↗IEEE International Conference on Computer Vision (ICCV) · no summary yetDavid Demirdjian, Trevor Jackson Darrell2001 · 64 citations
- Learning to Control Self-Assembling Morphologies: A Study of Generalization via Modularity ↗arXiv (Cornell University) · no summary yetDeepak Pathak et al.2019 · 62 citations
- Learning to Detect Visual Grasp Affordance ↗IEEE Transactions on Automation Science and Engineering · no summary yetHyun Oh Song et al.2015 · 62 citations
- Navigation World 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 yetAmir Bar et al.2025 · 61 citations
- K-LITE: Learning Transferable Visual Models with External Knowledge ↗neural information processing systems · no summary yetSheng Shen et al.2022 · 61 citations
- Attentive Explanations: Justifying Decisions and Pointing to the Evidence ↗arXiv (Cornell University) · no summary yetDong Huk Park et al.2016 · 60 citations
- Learning with Recursive Perceptual Representations ↗no summary yetOriol Vinyals et al.2012 · 60 citations
- An Additive Latent Feature Model for Transparent Object Recognition ↗Max Planck Digital Library · no summary yetMario Fritz et al.2009 · 59 citations
- Fast concurrent object localization and 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 yetTom Yeh, John J. Lee, Trevor Jackson Darrell2009 · 59 citations
- Photo-based question answering ↗ACM International Conference on Multimedia (ACM MM) · no summary yetTom Yeh, John J. Lee, Trevor Jackson Darrell2008 · 58 citations
- Reliable Visual Question Answering: Abstain Rather Than Answer Incorrectly ↗Lecture notes in computer science · no summary yetSpencer Whitehead et al.2022 · 57 citations
- Generating Counterfactual Explanations with Natural Language ↗arXiv (Cornell University) · no summary yetLisa Anne Hendricks et al.2018 · 56 citations
- Evaluating look-to-talk ↗CHI Conference Extended Abstracts on Human Factors in Computing Systems (CHI EA) · no summary yetAlice H. Oh et al.2002 · 56 citations
- Self-Correcting LLM-Controlled Diffusion 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 yetTsung-Han Wu et al.2024 · 55 citations
- CLAIR: Evaluating Image Captions with Large Language Models ↗Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing · no summary yetDavid M. Chan et al.2023 · 55 citations
- Real-World Robot Learning with Masked Visual Pre-training ↗arXiv (Cornell University) · no summary yetIlija Radosavovic et al.2022 · 55 citations
- Unsupervised Learning of Visual Sense Models for Polysemous Words ↗no summary yetKate Saenko, Trevor Jackson Darrell2008 · 55 citations
- Segmentation by minimal description ↗International Conference on Computer Vision · no summary yetTrevor Jackson Darrell, Stan Sclaroff, Alex Pentland1990 · 55 citations
- Body2Hands: Learning to Infer 3D Hands from Conversational Gesture Body Dynamics ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetEvonne Ng et al.2021 · 54 citations
- Deep Mixture of Experts via Shallow Embedding ↗arXiv (Cornell University) · no summary yetXin Wang et al.2018 · 54 citations
- A novel environment for situated vision and behavior ↗no summary yetTrevor Jackson Darrell et al.1994 · 54 citations
- Conditional Random People: Tracking Humans with CRFs and Grid Filters ↗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 Taycher et al.2006 · 53 citations
- LLM-grounded Diffusion: Enhancing Prompt Understanding of Text-to-Image Diffusion Models with Large Language Models ↗arXiv (Cornell University) · no summary yetLong Lian et al.2023 · 52 citations
- Seeing the Un-Scene: Learning Amodal Semantic Maps for Room Navigation ↗Lecture notes in computer science · no summary yetMedhini Narasimhan et al.2020 · 52 citations
- Auto-Tuned Sim-to-Real Transfer ↗Proceedings - IEEE International Conference on Robotics and Automation/Proceedings · no summary yetYuqing Du et al.2021 · 51 citations
- Scene Intrinsics and Depth from a Single Image ↗no summary yetEvan Shelhamer, Jonathan T. Barron, Trevor Jackson Darrell2015 · 49 citations
- Adaptive Vocabulary Forests br Dynamic Indexing and Category Learning ↗IEEE International Conference on Computer Vision (ICCV) · no summary yetTom Yeh, John Lee, Trevor Jackson Darrell2007 · 49 citations
- From Audio to Photoreal Embodiment: Synthesizing Humans in Conversations ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetEvonne Ng et al.2024 · 48 citations
- Modular Architecture for StarCraft II with Deep Reinforcement Learning ↗Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment · no summary yetDennis M. Lee et al.2018 · 48 citations
- Anytime Recognition of Objects and 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 yetSergey Karayev, Mario Fritz, Trevor Jackson Darrell2014 · 48 citations
- Learning to Detect Every Thing in an Open World ↗Lecture notes in computer science · no summary yetKuniaki Saito et al.2022 · 47 citations
- Advisable Learning for Self-Driving Vehicles by Internalizing Observation-to-Action Rules ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetJinkyu Kim et al.2020 · 47 citations
- Fine-grained pose prediction, normalization, and recognition ↗arXiv (Cornell University) · no summary yetNing Zhang et al.2015 · 47 citations
- Unsupervised feature selection via distributed coding for multi-view object 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 yetC. Mario Christoudias, Raquel Urtasun, Trevor Jackson Darrell2008 · 47 citations
- 3-D articulated pose tracking for untethered diectic reference ↗no summary yetDavid Demirdjian, Trevor Jackson Darrell2002 · 47 citations
- A virtual mirror interface using real-time robust face tracking ↗International Conference on Automatic Face and Gesture Recognition · no summary yetTrevor Jackson Darrell et al.1998 · 47 citations
- Active gesture recognition using partially observable Markov decision processes ↗Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition · no summary yetTrevor Jackson Darrell, Alex Pentland1996 · 47 citations
- Benchmark for Compositional Text-to-Image Synthesis ↗neural information processing systems · no summary yetDong Huk Park et al.2021 · 46 citations
- Adapting to Continuously Shifting Domains ↗International Conference on Learning Representations · no summary yetAndreea Bobu et al.2018 · 46 citations
- Multimodal location estimation ↗ACM International Conference on Multimedia (ACM MM) · no summary yetGerald H Friedland, Oriol Vinyals, Trevor Jackson Darrell2010 · 46 citations
- A picture is worth a thousand keywords ↗CHI Conference Extended Abstracts on Human Factors in Computing Systems (CHI EA) · no summary yetTom Yeh et al.2005 · 46 citations
- Remembering for the right reasons: Explanations reduce catastrophic forgetting ↗Applied AI Letters · no summary yetSayna Ebrahimi et al.2021 · 44 citations
- Articulatory features for robust visual speech recognition ↗International Conference on Multimodal Interfaces · no summary yetKate Saenko, Trevor Jackson Darrell, James Glass2004 · 44 citations
- Studying Bias in GANs Through the Lens of Race ↗Lecture notes in computer science · no summary yetVongani H. Maluleke et al.2022 · 43 citations
- Modeling Radiometric Uncertainty for Vision with Tone-Mapped Color Images ↗IEEE Transactions on Pattern Analysis and Machine Intelligence · no summary yetAyan Chakrabarti et al.2014 · 43 citations
- Top-Down Visual Attention from Analysis by Synthesis ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetBaifeng Shi, Trevor Jackson Darrell, Xin Wang2023 · 41 citations
- Modular Visual Question Answering via Code Generation ↗Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) · no summary yetSanjay Subramanian et al.2023 · 41 citations
- SelfAugment: Automatic Augmentation Policies for Self-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 yetColorado Reed et al.2021 · 41 citations
- Learning Instance Segmentation by Interaction ↗IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · no summary yetDeepak Pathak et al.2018 · 41 citations
- Avoiding the "streetlight effect": tracking by exploring likelihood modes ↗no summary yetDavid Demirdjian et al.2005 · 41 citations
- Stereo tracking using ICP and normal flow constraint ↗no summary yetLouis‐Philippe Morency, Trevor Jackson Darrell2002 · 41 citations
- A Novel Environment for Situated Vision and Behavior ↗Springer series in perception engineering · no summary yetTrevor Jackson Darrell et al.1996 · 41 citations
- Unsupervised Universal Image 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 yetDantong Niu et al.2024 · 40 citations
- Uncertainty-guided Continual Learning with Bayesian Neural Networks ↗arXiv (Cornell University) · no summary yetSayna Ebrahimi et al.2019 · 39 citations
- Timely Object Recognition ↗no summary yetSergey Karayev et al.2012 · 39 citations
- Factorized Multi-Modal Topic Model ↗arXiv (Cornell University) · no summary yetSeppo Virtanen et al.2012 · 38 citations
- On Modelling Nonlinear Shape-and-Texture Appearance Manifolds ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetC. Mario Christoudias, Trevor Jackson Darrell2005 · 38 citations
- Audio-visual Segmentation and “The Cocktail Party Effect” ↗Lecture notes in computer science · no summary yetTrevor Jackson Darrell, John Sheridan Fisher, Paul A. Viola2000 · 38 citations
- Tensor Trust: Interpretable Prompt Injection Attacks from an Online Game ↗arXiv (Cornell University) · no summary yetSam Toyer et al.2023 · 37 citations
- Exposing the Limits of Video-Text Models through Contrast Sets ↗Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetJae Sung Park et al.2022 · 37 citations
- Generalized Orderless Pooling Performs Implicit Salient Matching ↗IEEE International Conference on Computer Vision (ICCV) · no summary yetMarcel Simon et al.2017 · 37 citations
- Multimodal Image-to-Image Translation by Enforcing Bi-Cycle Consistency ↗neural information processing systems · no summary yetJun-Yan Zhu et al.2017 · 37 citations
- Dynamic visual category 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 yetTom Yeh, Trevor Jackson Darrell2008 · 37 citations
- Diffusion Hyperfeatures: Searching Through Time and Space for Semantic Correspondence ↗arXiv (Cornell University) · no summary yetGrace Luo et al.2023 · 36 citations
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