Qwen2.5-Omni Technical Report
Paper
•
2503.20215
•
Published
•
165
Multimodal
-
-
Unsupervised Post-Training for Multi-Modal LLM Reasoning via GRPO
Paper • 2505.22453 • Published • 46 -
UniRL: Self-Improving Unified Multimodal Models via Supervised and Reinforcement Learning
Paper • 2505.23380 • Published • 23 -
More Thinking, Less Seeing? Assessing Amplified Hallucination in Multimodal Reasoning Models
Paper • 2505.21523 • Published • 14 -
Visual Embodied Brain: Let Multimodal Large Language Models See, Think, and Control in Spaces
Paper • 2506.00123 • Published • 34 -
Aligning Latent Spaces with Flow Priors
Paper • 2506.05240 • Published • 27 -
Discrete Diffusion in Large Language and Multimodal Models: A Survey
Paper • 2506.13759 • Published • 43 -
MultiFinBen: A Multilingual, Multimodal, and Difficulty-Aware Benchmark for Financial LLM Evaluation
Paper • 2506.14028 • Published • 92 -
Show-o2: Improved Native Unified Multimodal Models
Paper • 2506.15564 • Published • 29 -
OmniGen2: Exploration to Advanced Multimodal Generation
Paper • 2506.18871 • Published • 74 -
Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens
Paper • 2506.17218 • Published • 27 -
UniFork: Exploring Modality Alignment for Unified Multimodal Understanding and Generation
Paper • 2506.17202 • Published • 10 -
HumanOmniV2: From Understanding to Omni-Modal Reasoning with Context
Paper • 2506.21277 • Published • 15 -
GLM-4.1V-Thinking: Towards Versatile Multimodal Reasoning with Scalable Reinforcement Learning
Paper • 2507.01006 • Published • 229 -
VLM2Vec-V2: Advancing Multimodal Embedding for Videos, Images, and Visual Documents
Paper • 2507.04590 • Published • 16 -
Robust Multimodal Large Language Models Against Modality Conflict
Paper • 2507.07151 • Published • 5 -
Vision-Language-Vision Auto-Encoder: Scalable Knowledge Distillation from Diffusion Models
Paper • 2507.07104 • Published • 45 -
Can Multimodal Foundation Models Understand Schematic Diagrams? An Empirical Study on Information-Seeking QA over Scientific Papers
Paper • 2507.10787 • Published • 11 -
VL-Cogito: Progressive Curriculum Reinforcement Learning for Advanced Multimodal Reasoning
Paper • 2507.22607 • Published • 45 -
Skywork UniPic: Unified Autoregressive Modeling for Visual Understanding and Generation
Paper • 2508.03320 • Published • 59