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Trevor Darrell

Domain Adaptation and Few-Shot Learning
Berkeley College

About

Research focus

Domain Adaptation and Few-Shot Learning

Impact

841 pubs · 196,539 cites · h-index 135

Affiliations

Publications

Recent publications by Trevor Darrell

  1. Visualizing Thought: Conceptual Diagrams Enable Robust Planning in LMMsFri,
  2. Whole-Body Conditioned Egocentric Video PredictionThu,
  3. Reconstruction Alignment Improves Unified Multimodal ModelsMon,
  4. Person-Centric Annotations of LAION-400M: Auditing Bias and Its Transfer to ModelsSat,
  5. Learning Adaptive Parallel Reasoning with Language ModelsMon,
  6. Describe Anything: Detailed Localized Image and Video CaptioningTue,
  7. Video Action DifferencingMon,
  8. Navigation World ModelsTue,
  9. In-Context Learning Enables Robot Action Prediction in LLMsMon,
  10. Decentralized Vehicle Coordination: The Berkeley DeepDrive Drone Dataset and Consensus-Based ModelsMon,