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MoE-GRPO: Optimizing Mixture-of-Experts via Reinforcement Learning in Vision-Language Models

Published in IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2026

Dohwan Ko, Jinyoung Park, Seoung Choi, Sanghyeok Lee, Seohyun Lee, and Hyunwoo J. Kim

Paper

Recommended citation: Dohwan Ko, Jinyoung Park, Seoung Choi, Sanghyeok Lee, Seohyun Lee, and Hyunwoo J. Kim. (2026). "MoE-GRPO: Optimizing Mixture-of-Experts via Reinforcement Learning in Vision-Language Models." CVPR.

VideoSearch-R1: Iterative Video Retrieval and Reasoning via Soft Query Refinement

Published in European Conference on Computer Vision (ECCV), 2026

Seohyun Lee^*, Seoung Choi^*, Dohwan Ko^*, Jongha Kim, and Hyunwoo J. Kim
^*Equal contribution

Project Page Code

Recommended citation: Seohyun Lee*, Seoung Choi*, Dohwan Ko*, Jongha Kim, and Hyunwoo J. Kim. (2026). "VideoSearch-R1: Iterative Video Retrieval and Reasoning via Soft Query Refinement." ECCV.