Showing 2026 · cs.CVShow all
2 papers · 2 filters
cs.CV2026
MG-Thinker: Bi-Axial Self-Reflection for Multi-Image Reasoning Grounding
Heyu Huang, Chi Chen, Zonghao Guo +3
Reinforcement learning (RL) has recently delivered substantial gains in multimodal reasoning, opening a promising route for fine-grained visual perception. Yet for multi-image reas…
cs.CV2026
Cheers: Decoupling Patch Details from Semantic Representations Enables Unified Multimodal Comprehension and Generation
Yichen Zhang, Da Peng, Zonghao Guo +19
A recent cutting-edge topic in multimodal modeling is to unify visual comprehension and generation within a single model. However, the two tasks demand mismatched decoding regimes…