Learning from Failures: Retrieval-Centric CoT via Hard Negatives for Unified Multimodal Retrieval Paper • 2608.06060 • Published 3 days ago • 32
ToolArtist: Tool-Using Unified Multimodal Models for Agentic Image Generation Paper • 2608.04436 • Published 4 days ago • 54
SG-OPD: Sign-Gated On-Policy Distillation via Sign-Consistency Gating and Phased Teacher Sampling Paper • 2606.09304 • Published Jun 8 • 6
Visual Para-Thinker++: A Single-Policy Multi-Agent Framework for Visual Reasoning Paper • 2606.09290 • Published Jun 8 • 8
Moment-Video: Diagnosing Temporal Fidelity of Video MLLMs on Momentary Visual Events Paper • 2606.02522 • Published Jun 1 • 13
UniDoc-RL: Coarse-to-Fine Visual RAG with Hierarchical Actions and Dense Rewards Paper • 2604.14967 • Published Apr 16 • 15
Video-MME-v2: Towards the Next Stage in Benchmarks for Comprehensive Video Understanding Paper • 2604.05015 • Published Apr 6 • 236
Modality Gap-Driven Subspace Alignment Training Paradigm For Multimodal Large Language Models Paper • 2602.07026 • Published Feb 2 • 141
DanQing: An Up-to-Date Large-Scale Chinese Vision-Language Pre-training Dataset Paper • 2601.10305 • Published Jan 15 • 37
ProCLIP: Progressive Vision-Language Alignment via LLM-based Embedder Paper • 2510.18795 • Published Oct 21, 2025 • 11
MM-HELIX: Boosting Multimodal Long-Chain Reflective Reasoning with Holistic Platform and Adaptive Hybrid Policy Optimization Paper • 2510.08540 • Published Oct 9, 2025 • 110