From Proprietary to Open-Source: Bridging the Distribution Gap via Multi-Agent Protocol Distillation in Agentic Search Paper • 2607.24280 • Published 1 day ago • 63
Grasp Any Region: Towards Precise, Contextual Pixel Understanding for Multimodal LLMs Paper • 2510.18876 • Published Oct 21, 2025 • 37
SAIL-RL: Guiding MLLMs in When and How to Think via Dual-Reward RL Tuning Paper • 2511.02280 • Published Nov 4, 2025 • 4
Open-o3 Video: Grounded Video Reasoning with Explicit Spatio-Temporal Evidence Paper • 2510.20579 • Published Oct 23, 2025 • 56
Grasp Any Region: Towards Precise, Contextual Pixel Understanding for Multimodal LLMs Paper • 2510.18876 • Published Oct 21, 2025 • 37
SAILViT: Towards Robust and Generalizable Visual Backbones for MLLMs via Gradual Feature Refinement Paper • 2507.01643 • Published Jul 2, 2025 • 2
Traceable Evidence Enhanced Visual Grounded Reasoning: Evaluation and Methodology Paper • 2507.07999 • Published Jul 10, 2025 • 51
Traceable Evidence Enhanced Visual Grounded Reasoning: Evaluation and Methodology Paper • 2507.07999 • Published Jul 10, 2025 • 51
The Scalability of Simplicity: Empirical Analysis of Vision-Language Learning with a Single Transformer Paper • 2504.10462 • Published Apr 14, 2025 • 16
MiniMax-M1: Scaling Test-Time Compute Efficiently with Lightning Attention Paper • 2506.13585 • Published Jun 16, 2025 • 278
Seeing the Image: Prioritizing Visual Correlation by Contrastive Alignment Paper • 2405.17871 • Published May 28, 2024 • 1