MiCo: Multi-image Contrast for Reinforcement Visual Reasoning
Paper
• 2506.22434 • Published
• 10
Vision
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VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning
Paper • 2507.13348 • Published • 79 -
RewardDance: Reward Scaling in Visual Generation
Paper • 2509.08826 • Published • 73 -
Grasp Any Region: Towards Precise, Contextual Pixel Understanding for Multimodal LLMs
Paper • 2510.18876 • Published • 37 -
Back to Basics: Let Denoising Generative Models Denoise
Paper • 2511.13720 • Published • 69 -
Diversity Has Always Been There in Your Visual Autoregressive Models
Paper • 2511.17074 • Published • 8 -
The Image as Its Own Reward: Reinforcement Learning with Adversarial Reward for Image Generation
Paper • 2511.20256 • Published • 28 -
World in a Frame: Understanding Culture Mixing as a New Challenge for Vision-Language Models
Paper • 2511.22787 • Published • 10 -
InfiniDepth: Arbitrary-Resolution and Fine-Grained Depth Estimation with Neural Implicit Fields
Paper • 2601.03252 • Published • 102 -
DINO-SAE: DINO Spherical Autoencoder for High-Fidelity Image Reconstruction and Generation
Paper • 2601.22904 • Published • 15 -
Unified Personalized Reward Model for Vision Generation
Paper • 2602.02380 • Published • 20 -
Zooming without Zooming: Region-to-Image Distillation for Fine-Grained Multimodal Perception
Paper • 2602.11858 • Published • 59 -
DeepImageSearch: Benchmarking Multimodal Agents for Context-Aware Image Retrieval in Visual Histories
Paper • 2602.10809 • Published • 55 -
PyVision-RL: Forging Open Agentic Vision Models via RL
Paper • 2602.20739 • Published • 29 -
Reading, Not Thinking: Understanding and Bridging the Modality Gap When Text Becomes Pixels in Multimodal LLMs
Paper • 2603.09095 • Published • 23