Awesome Visual Reasoning Papers and Source Codes

Seg-Zero: Interpretable, Zero-Shot Image Segmentation with Reasoning Chains and Reinforcement Learning 527

Image segmentation has long been a cornerstone of computer vision—yet traditional approaches often behave like black boxes, especially when faced…

01/09/2026Interpretable Vision Models, Visual Reasoning, Zero-shot Segmentation

DeepEyes: Enable Vision-Language Models to “Think with Images” and Solve Complex Visual Reasoning Tasks 858

Most modern Vision-Language Models (VLMs) treat images as static inputs—processed once, then reasoned about using purely text-based logic. But humans…

01/09/2026Multimodal Reinforcement Learning, vision-language modeling, Visual Reasoning