LLaDA-UI: Bringing Block-wise Diffusion to Vision-Language GUI Agents Paper • 2609.13287 • Published 11 days ago • 16
PAWBench: How Far Are We from Probabilistically Aligned World Modeling? Paper • 2608.27345 • Published 24 days ago • 75
ACE-Ego-0: Unifying Egocentric Human and Robotic Data for VLA Pretraining Paper • 2606.17200 • Published Jun 15 • 55
LLaDA2.0-Uni: Unifying Multimodal Understanding and Generation with Diffusion Large Language Model Paper • 2604.20796 • Published Apr 22 • 107
On Token's Dilemma: Dynamic MoE with Drift-Aware Token Assignment for Continual Learning of Large Vision Language Models Paper • 2603.27481 • Published Mar 29 • 33
Modality Gap-Driven Subspace Alignment Training Paradigm For Multimodal Large Language Models Paper • 2602.07026 • Published Feb 2 • 141
Act2Goal: From World Model To General Goal-conditioned Policy Paper • 2512.23541 • Published Dec 29, 2025 • 23
dMLLM-TTS: Self-Verified and Efficient Test-Time Scaling for Diffusion Multi-Modal Large Language Models Paper • 2512.19433 • Published Dec 22, 2025 • 4
LLaDA2.0: Scaling Up Diffusion Language Models to 100B Paper • 2512.15745 • Published Dec 10, 2025 • 89
PICABench: How Far Are We from Physically Realistic Image Editing? Paper • 2510.17681 • Published Oct 20, 2025 • 49
ArtiMuse: Fine-Grained Image Aesthetics Assessment with Joint Scoring and Expert-Level Understanding Paper • 2507.14533 • Published Jul 19, 2025 • 9
Lumina-DiMOO: An Omni Diffusion Large Language Model for Multi-Modal Generation and Understanding Paper • 2510.06308 • Published Oct 7, 2025 • 55
OmniGen2: Exploration to Advanced Multimodal Generation Paper • 2506.18871 • Published Jun 23, 2025 • 79
Genie Envisioner: A Unified World Foundation Platform for Robotic Manipulation Paper • 2508.05635 • Published Aug 7, 2025 • 73
SRPO: Enhancing Multimodal LLM Reasoning via Reflection-Aware Reinforcement Learning Paper • 2506.01713 • Published Jun 2, 2025 • 48
EWMBench: Evaluating Scene, Motion, and Semantic Quality in Embodied World Models Paper • 2505.09694 • Published May 14, 2025 • 20
EnerVerse-AC: Envisioning Embodied Environments with Action Condition Paper • 2505.09723 • Published May 14, 2025 • 24
Unified Multimodal Understanding and Generation Models: Advances, Challenges, and Opportunities Paper • 2505.02567 • Published May 5, 2025 • 82