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20242026
most citedAdaptive Task Balancing for Visual Instruction Tuning via Inter-Task Contribution and Intra-Task Difficulty

1 citations · 1 across the 10 of their papers we have counts for

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cs.IR2024

Leveraging Large Vision-Language Model as User Intent-aware Encoder for Composed Image Retrieval

Zelong Sun, Dong Jing, Guoxing Yang +2

Composed Image Retrieval (CIR) aims to retrieve target images from candidate set using a hybrid-modality query consisting of a reference image and a relative caption that describes…

cs.AI2024★ 1 cited

Adaptive Task Balancing for Visual Instruction Tuning via Inter-Task Contribution and Intra-Task Difficulty

Yanqi Dai, Yong Wang, Zebin You +3

Visual instruction tuning is a key training stage of large multimodal models. However, when learning multiple visual tasks simultaneously, this approach often results in suboptimal…