MemEye: A Visual-Centric Evaluation Framework for Multimodal Agent Memory Paper • 2605.15128 • Published May 14 • 65
Next-Embedding Prediction Makes Strong Vision Learners Paper • 2512.16922 • Published Dec 18, 2025 • 91
Does Understanding Inform Generation in Unified Multimodal Models? From Analysis to Path Forward Paper • 2511.20561 • Published Nov 25, 2025 • 33
EPO: Entropy-regularized Policy Optimization for LLM Agents Reinforcement Learning Paper • 2509.22576 • Published Sep 26, 2025 • 137
Can Knowledge Editing Really Correct Hallucinations? Paper • 2410.16251 • Published Oct 21, 2024 • 54
