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continual learning 23 reinforcement learning 9 language models 6 benchmarking 4 natural language processing 4 AI agents 3 vision-language models 3 world models 3

30 JUL 2026 · Paper

ReToken: One Token to Improve Vision-Language Models for Visual Retrieval

This paper proposes a new approach to improve vision-language models for visual retrieval, which can handle long visual contexts and large numbers of distractors. Practitioners might care because it can lead to better performance on image and video benchmarks.

vision-language models visual retrieval continual learning image-QA visual KV cache