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Chunyuan Li*

2 accepted papers

2024

LLaVA-Plus: Learning to Use Tools for Creating Multimodal Agents

ECCV 2024poster

"This paper presents (), a general-purpose multimodal assistant trained using an end-to-end approach that systematically expands the capabilities of large multimodal models (LMMs). maintains a skill repository that contains a wide range of vision and vision-language pre-trained models (tools), and i…

2020

RaCT: Toward Amortized Ranking-Critical Training For Collaborative Filtering

ICLR 2020poster

We investigate new methods for training collaborative filtering models based on actor-critic reinforcement learning, to more directly maximize ranking-based objective functions. Specifically, we train a critic network to approximate ranking-based metrics, and then update the actor network to directl…

Cited by 38SourcecodeScholar