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Brandon(Zhaobin) Huang I'm a Master Student and previously an undergraduate at Berkeley Artificial Intelligence Lab(BAIR), advised by Trevor Darrell. I also interned at MIT-IBM Watson AI Lab working with Dr. Rogerio Feris. |
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ResearchI'm broadly interested in computer vision, Multimodal learning, deep learning, and interpretability. My recent work has been focusing on the emergent capabilities and the multimodal representation of Multimodal Large Language Models. |
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DAVE: A VLM Vision Encoder for Document Understanding and Web Agents
Brandon Huang, Hang Hua, Zhuoran Yu, Trevor Darrell, Rogerio Feris, Roei Herzig, ICLR, 2026 Paper |
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Sparse Attention Vectors: Generative Multimodal Model Features Are
Discriminative Vision-Language Classifiers
Chancharik Mitra*, Brandon Huang*, Tianning Chai, Zhiqiu Lin, Assaf Arbelle, Rogerio Feris, Leonid Karlinsky, Trevor Darrell, Deva Ramanan, Roei Herzig, ICCV, 2025 Paper |
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Multimodal Task Vectors Enable Many-Shot Multimodal In-Context Learning
Brandon Huang*, Chancharik Mitra*, Assaf Arbelle, Leonid Karlinsky, Trevor Darrell, Roei Herzig, NeurIPS, 2024 Paper |
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Compositional Chain-of-Thought Prompting for Large Multimodal Models
Chancharik Mitra, Brandon Huang, Trevor Darrell, Roei Herzig, CVPR, 2024 paper |