Trevor Jackson Darrell — all works
- Active Gesture Recognition using Learned Visual Attention ↗no summary yetTrevor Jackson Darrell, Alex Pentland1995 · 15 citations
- TraveLER: A Modular Multi-LMM Agent Framework for Video Question-Answering ↗Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing · no summary yetChuyi Shang et al.2024 · 14 citations
- LLM-grounded Video Diffusion Models ↗arXiv (Cornell University) · no summary yetLong Lian et al.2023 · 14 citations
- Robot Learning with Sensorimotor Pre-training ↗arXiv (Cornell University) · no summary yetIlija Radosavovic et al.2023 · 14 citations
- Rethinking Image Mixture for Unsupervised Visual Representation Learning ↗arXiv (Cornell University) · no summary yetZhiqiang Shen et al.2020 · 14 citations
- Exploring Simple and Transferable Recognition-Aware Image Processing ↗IEEE Transactions on Pattern Analysis and Machine Intelligence · no summary yetZhuang Liu et al.2019 · 14 citations
- Pyramid Match Kernels: Discriminative Classification with Sets of Image Features ↗DSpace@MIT (Massachusetts Institute of Technology) · no summary yetKristen Grauman, Trevor Jackson Darrell2005 · 14 citations
- Signal level fusion for multimodal perceptual user interface ↗no summary yetJohn Sheridan Fisher, Trevor Jackson Darrell2001 · 14 citations
- Audio-video array source separation for perceptual user interfaces ↗no summary yetKirk Wilson et al.2001 · 14 citations
- Finding Visual Task Vectors ↗Lecture notes in computer science · no summary yetAlberto Hojel et al.2024 · 13 citations
- Compositional Video Synthesis with Action Graphs ↗arXiv (Cornell University) · no summary yetAmir Bar et al.2020 · 13 citations
- Classifying Collisions with Spatio-Temporal Action Graph Networks. ↗no summary yetRoei Herzig et al.2018 · 13 citations
- From conversational tooltips to grounded discourse ↗International Conference on Multimodal Interfaces · no summary yetLouis‐Philippe Morency, Trevor Jackson Darrell2004 · 13 citations
- Perceptive presence ↗IEEE Computer Graphics and Applications · no summary yetFrank R. Bentley et al.2003 · 13 citations
- Probabalistic Models and Informative Subspaces for Audiovisual Correspondence ↗Lecture notes in computer science · no summary yetJohn Sheridan Fisher, Trevor Jackson Darrell2002 · 13 citations
- Fast 3D model acquisition from stereo images ↗International Symposium on 3D Data Processing, Visualization and Transmission · no summary yetLouis‐Philippe Morency, Ali Rahimi, Trevor Jackson Darrell2002 · 13 citations
- Risks and Opportunities of Open-Source Generative AI ↗arXiv (Cornell University) · no summary yetFrancisco Eiras et al.2024 · 12 citations
- LLARVA: Vision-Action Instruction Tuning Enhances Robot Learning ↗arXiv (Cornell University) · no summary yetDantong Niu et al.2024 · 12 citations
- Revisiting Generalizability in Deepfake Detection: Improving Metrics and Stabilizing Transfer ↗IEEE/CVF International Conference on Computer Vision Workshops (ICCVW) · no summary yetSarthak Kamat et al.2023 · 12 citations
- Hierarchical Open-vocabulary Universal Image Segmentation ↗neural information processing systems · no summary yetXudong Wang et al.2023 · 12 citations
- Voxel-informed Language Grounding ↗Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) · no summary yetRodolfo Corona et al.2022 · 12 citations
- Video Prediction via Example Guidance ↗arXiv (Cornell University) · no summary yetJingwei Xu et al.2020 · 12 citations
- Supervised hierarchical Pitman-Yor process for natural scene segmentation ↗no summary yetAlex Shyr et al.2011 · 12 citations
- VisionArena: 230K Real World User-VLM Conversations with Preference 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 yetChristopher Chou et al.2025 · 11 citations
- Search Arena: Analyzing Search-Augmented LLMs ↗arXiv (Cornell University) · no summary yetMihran Miroyan et al.2025 · 11 citations
- Visual Haystacks: A Vision-Centric Needle-In-A-Haystack Benchmark ↗arXiv:2407.13766 · no summary yetTsung-Han Wu et al.2024 · 11 citations
- G3: Geolocation via Guidebook Grounding ↗Findings of the Association for Computational Linguistics: EMNLP 2022 · no summary yetGrace Luo et al.2022 · 11 citations
- Fighting Copycat Agents in Behavioral Cloning from Observation Histories ↗arXiv (Cornell University) · no summary yetWen, Chuan et al.2020 · 11 citations
- Machine Learning with Interdependent and Non-identically Distributed Data (Dagstuhl Seminar 15,152) ↗DROPS (Schloss Dagstuhl – Leibniz Center for Informatics) · no summary yetTrevor Jackson Darrell et al.2015 · 11 citations
- Pooling-Invariant Image Feature Learning ↗arXiv (Cornell University) · no summary yetYangqing Jia, Oriol Vinyals, Trevor Jackson Darrell2013 · 11 citations
- Mid-level Features Improve Recognition of Interactive Activities ↗no summary yetKate Saenko et al.2012 · 11 citations
- Filtering Abstract Senses From Image Search Results ↗no summary yetKate Saenko, Trevor Jackson Darrell2009 · 11 citations
- Object Category Recognition Using Probabilistic Fusion of Speech and Image Classifiers ↗Springer eBooks · no summary yetKate Saenko, Trevor Jackson Darrell2008 · 11 citations
- Improving Audio Source Localization by Learning the Precedence Effect ↗IEEE International Conference on Acoustics Speech and Signal Processing · no summary yetKirk Wilson, Trevor Jackson Darrell2005 · 11 citations
- Perceptually-driven Avatars and Interfaces: active methods for direct control ↗no summary yetTrevor Jackson Darrell1997 · 11 citations
- PromptonomyViT: Multi-Task Prompt Learning Improves Video Transformers using Synthetic Scene Data ↗IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) · no summary yetRoei Herzig et al.2022 · 10 citations
- Task-Aware Feature Generation for Zero-Shot Compositional Learning ↗arXiv (Cornell University) · no summary yetXin Wang et al.2019 · 10 citations
- SPLAT: Semantic Pixel-Level Adaptation Transforms for Detection ↗arXiv (Cornell University) · no summary yetEric Tzeng et al.2018 · 10 citations
- Mapping Images to Sentiment Adjective Noun Pairs with Factorized Neural Nets ↗arXiv (Cornell University) · no summary yetTakuya Narihira et al.2015 · 10 citations
- Navigating in virtual environments using a vision-based interface ↗Nordic Conference on Human-Computer Interaction · no summary yetKonrad Tollmar, David Demirdjian, Trevor Jackson Darrell2004 · 10 citations
- Untethered gesture acquisition and recognition for a multimodal conversational system ↗International Conference on Multimodal Interfaces · no summary yetTeresa H. Ko, David Demirdjian, Trevor Jackson Darrell2003 · 10 citations
- Chain-of-Visual-Thought: Teaching VLMs to See and Think Better with Continuous Visual Tokens ↗Lecture notes in computer science · no summary yetYiming Qin et al.2026 · 9 citations
- Enough Coin Flips Can Make LLMs Act Bayesian ↗Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetRitwik Gupta et al.2025 · 9 citations
- VibeCheck: Discover and Quantify Qualitative Differences in Large Language Models ↗arXiv (Cornell University) · no summary yetLisa Dunlap et al.2024 · 9 citations
- Vision-Language Models Create Cross-Modal Task Representations ↗arXiv (Cornell University) · no summary yetGrace Luo, Trevor Jackson Darrell, Amir Bar2024 · 9 citations
- Fighting Gradients with Gradients: Dynamic Defenses against Adversarial Attacks ↗arXiv (Cornell University) · no summary yetDequan Wang et al.2021 · 9 citations
- Generalized Zero-Shot Learning via Aligned Variational Autoencoders ↗no summary yetEdgar Schönfeld et al.2019 · 9 citations
- Similarity R-C3D for Few-shot Temporal Activity Detection ↗arXiv (Cornell University) · no summary yetHuijuan Xu et al.2018 · 9 citations
- Exemplar-Specific Patch Features for Fine-Grained Recognition ↗Lecture notes in computer science · no summary yetAlexander Freytag et al.2014 · 9 citations
- Latent Task Adaptation with Large-Scale Hierarchies ↗IEEE International Conference on Computer Vision (ICCV) · no summary yetYangqing Jia, Trevor Jackson Darrell2013 · 9 citations
- Towards Adapting ImageNet to Reality: Scalable Domain Adaptation with Implicit Low-rank Transformations ↗arXiv (Cornell University) · no summary yetErik Rodner et al.2013 · 9 citations
- Artificial Intelligence and Statistics Conference ↗no summary yetMathieu Salzmann et al.2010 · 9 citations
- Conditional Sequence Model for Context-Based Recognition of Gaze Aversion ↗Springer eBooks · no summary yetLouis‐Philippe Morency, Trevor Jackson Darrell2008 · 9 citations
- Light Field Appearance Manifolds ↗Lecture notes in computer science · no summary yetC. Mario Christoudias, Louis‐Philippe Morency, Trevor Jackson Darrell2004 · 9 citations
- Simple Token-Level Confidence Improves Caption Correctness ↗IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) · no summary yetSuzanne Petryk et al.9 citations
- Whole-Body Conditioned Egocentric Video Prediction ↗neural information processing systems · no summary yetYutong Bai et al.2025 · 8 citations
- Recursive Visual Programming ↗Lecture notes in computer science · no summary yetJiaxin Ge et al.2024 · 8 citations
- Instance-Aware Predictive Navigation in Multi-Agent Environments ↗Proceedings - IEEE International Conference on Robotics and Automation/Proceedings · no summary yetJinkun Cao et al.2021 · 8 citations
- Anytime Dense Prediction with Confidence Adaptivity ↗arXiv (Cornell University) · no summary yetZhuang Liu et al.2021 · 8 citations
- sensAI: ConvNets Decomposition via Class Parallelism for Fast Inference on Live Data ↗Proceedings of Machine Learning and Systems · no summary yetGuanhua Wang et al.2021 · 8 citations
- Understanding object descriptions in robotics by open-vocabulary object retrieval and detection ↗The International Journal of Robotics Research · no summary yetSergio Guadarrama et al.2015 · 8 citations
- Constrained Structured Regression with Convolutional Neural Networks ↗arXiv (Cornell University) · no summary yetDeepak Pathak et al.2015 · 8 citations
- Who is “You”? Combining Linguistic and Gaze Features to Resolve Second-Person References in Dialogue ↗Proceedings of the 12th Conference of the European Chapter of the ACL (EACL 2009) · no summary yetMatthew Frampton et al.2009 · 8 citations
- Multimodal question answering for mobile devices ↗ACM International Conference on Intelligent User Interfaces (IUI) · no summary yetTom Yeh, Trevor Jackson Darrell2008 · 8 citations
- Face-Responsive Interfaces: From Direct Manipulation to Perceptive Presence ↗Lecture notes in computer science · no summary yetTrevor Jackson Darrell et al.2002 · 8 citations
- Range Segmentation Using Visibility Constraints ↗International Journal of Computer Vision · no summary yetLeonid Taycher, Trevor Jackson Darrell2002 · 8 citations
- Audiovisual arrays for untethered spoken interfaces ↗no summary yetKirk Wilson et al.2002 · 8 citations
- Modeling interactive agents in ALIVE ↗no summary yetPattie Maes et al.1995 · 8 citations
- Scaling Vision Pre-Training to 4K Resolution ↗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 et al.2025 · 7 citations
- PAIR Diffusion: A Comprehensive Multimodal Object-Level Image Editor ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetVidit Goel et al.2024 · 7 citations
- Learning Humanoid Locomotion over Challenging Terrain ↗arXiv (Cornell University) · no summary yetIlija Radosavovic et al.2024 · 7 citations
- Learning and Verification of Task Structure in Instructional Videos ↗arXiv (Cornell University) · no summary yetMedhini Narasimhan et al.2023 · 7 citations
- TOAST: Transfer Learning via Attention Steering ↗arXiv (Cornell University) · no summary yetBaifeng Shi et al.2023 · 7 citations
- Initializing Models with Larger Ones ↗arXiv (Cornell University) · no summary yetZhiqiu Xu et al.2023 · 7 citations
- Disentangled Action Recognition with Knowledge Bases ↗Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetZhekun Luo et al.2022 · 7 citations
- Revisiting Few-shot Activity Detection with Class Similarity Control ↗arXiv (Cornell University) · no summary yetHuijuan Xu et al.2020 · 7 citations
- Spatio-Temporal Action Detection with Multi-Object Interaction ↗arXiv (Cornell University) · no summary yetHuijuan Xu et al.2020 · 7 citations
- Semantic Bottleneck Scene Generation ↗arXiv (Cornell University) · no summary yetSamaneh Azadi et al.2019 · 7 citations
- Compositional Plan Vectors ↗neural information processing systems · no summary yetColine Devin et al.2019 · 7 citations
- Adversarial Discriminative Domain Adaptation (workshop extended abstract). ↗International Conference on Learning Representations · no summary yetEric Tzeng et al.2017 · 7 citations
- Virtual Visual Hulls: Example-Based 3D Shape Inference from Silhouettes ↗Lecture notes in computer science · no summary yetKristen Grauman, Gregory Shakhnarovich, Trevor Jackson Darrell2004 · 7 citations
- Informative subspaces for audio-visual processing: High-level function from low-level fusion ↗IEEE International Conference on Acoustics Speech and Signal Processing · no summary yetJohn Sheridan Fisher, Trevor Jackson Darrell7 citations
- LoGeR: Long-Context Geometric Reconstruction with Hybrid Memory ↗Lecture notes in computer science · no summary yetJunyi Zhang et al.2026 · 6 citations
- Visual Imitation Enables Contextual Humanoid Control ↗arXiv (Cornell University) · no summary yetArthur Allshire et al.2025 · 6 citations
- Visual Lexicon: Rich Image Features in Language Space ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetXuDong Wang et al.2025 · 6 citations
- Generate, but Verify: Reducing Hallucination in Vision-Language Models with Retrospective Resampling ↗neural information processing systems · no summary yetTsung-Han Wu et al.2025 · 6 citations
- Reconstruction Alignment Improves Unified Multimodal Models ↗arXiv:2509.07295 · no summary yetJi Xie et al.2025 · 6 citations
- ConMe: Rethinking Evaluation of Compositional Reasoning for Modern VLMs ↗neural information processing systems · no summary yetIrene Huang et al.2024 · 6 citations
- Wolf: Dense Video Captioning with a World Summarization Framework ↗arXiv (Cornell University) · no summary yetBoyi Li et al.2024 · 6 citations
- Using Language to Extend to Unseen Domains ↗arXiv (Cornell University) · no summary yetLisa Dunlap et al.2022 · 6 citations
- Discovering Non-monotonic Autoregressive Orderings with Variational Inference ↗arXiv (Cornell University) · no summary yetXuanlin Li et al.2021 · 6 citations
- Team SRI-Sarnoff 's AURORA System @ TRECVID 2011 ↗no summary yetHui Cheng et al.2011 · 6 citations
- A probabilistic model for recursive factorized image features ↗no summary yetSergey Karayev et al.2011 · 6 citations
- Multiple-View Object Recognition in Smart Camera Networks ↗Springer eBooks · no summary yetAllen Y. Yang et al.2011 · 6 citations
- Gesture + Play Exploring Full-Body Navigation for Virtual Environments ↗IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · no summary yetKonrad Tollmar, David Demirdjian, Trevor Jackson Darrell2003 · 6 citations
- Bayesian network for online global pose estimation ↗IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) · no summary yetAli Rahimi, Trevor Jackson Darrell2002 · 6 citations
- Dynamic occluding contours: a new external-energy term for snakes ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetMichele Covell, Trevor Jackson Darrell1999 · 6 citations
- Tracking people with integrated stereo, color, and face detection. ↗no summary yetTrevor Jackson Darrell et al.1998 · 6 citations
- PSFIG - A DITROFF Preprocessor for Postscript Figures. ↗USENIX Summer · no summary yetNed Batchelder, Trevor Jackson Darrell1987 · 6 citations
- Hidden in plain sight: VLMs overlook their visual representations ↗arXiv (Cornell University) · no summary yetStephanie Fu et al.2025 · 5 citations
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