Perception-Aware Policy Optimization for Multimodal Reasoning
Paper • 2507.06448 • Published • 48
MultiModal Reasoning
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High-Resolution Visual Reasoning via Multi-Turn Grounding-Based Reinforcement Learning
Paper • 2507.05920 • Published • 12 -
InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency
Paper • 2508.18265 • Published • 217 -
Latent Chain-of-Thought for Visual Reasoning
Paper • 2510.23925 • Published • 10 -
Thinking with Video: Video Generation as a Promising Multimodal Reasoning Paradigm
Paper • 2511.04570 • Published • 242 -
V-Thinker: Interactive Thinking with Images
Paper • 2511.04460 • Published • 98 -
NVIDIA Nemotron Nano V2 VL
Paper • 2511.03929 • Published • 30 -
TUNA: Taming Unified Visual Representations for Native Unified Multimodal Models
Paper • 2512.02014 • Published • 74 -
Latent Implicit Visual Reasoning
Paper • 2512.21218 • Published • 69 -
Robust-R1: Degradation-Aware Reasoning for Robust Visual Understanding
Paper • 2512.17532 • Published • 68