OpenWAM: An Open, Modular Exploration Towards Systematic World-Action Model Pretraining Paper • 2609.07398 • Published Sep 7 • 80
Mask Forcing: Improving Autoregressive Video Diffusion Distillation via Dual-Noise Masking Rollout Paper • 2609.09123 • Published Sep 8 • 55
SolarWM Collection Family-specific checkpoints, released data, and paper for SolarWM long-horizon interactive video world models. • 7 items • Updated Sep 10 • 10
SolarWM: Open Data and Scalable Training for Long-Horizon Video World Models Paper • 2609.02886 • Published Sep 2 • 117
Video-MME-Logical: A Controlled Diagnostic Benchmark for Video Temporal-Logical Reasoning Paper • 2606.27828 • Published Jun 26 • 26
On-Policy Adversarial Flow Distillation for Autoregressive Video Generation Paper • 2605.26105 • Published May 25 • 20
OmniGameArena: A Unified UE5 Benchmark for VLM Game Agents with Improvement Dynamics Paper • 2606.09826 • Published Jun 8 • 20
EvalVerse: Pipeline-Aware and Expert-Calibrated Benchmarking for Professional Cinematic Video Generation Paper • 2605.23271 • Published May 22 • 31
GenEvolve: Self-Evolving Image Generation Agents via Tool-Orchestrated Visual Experience Distillation Paper • 2605.21605 • Published May 20 • 15
UniVidX: A Unified Multimodal Framework for Versatile Video Generation via Diffusion Priors Paper • 2605.00658 • Published May 1 • 87
OmniShow: Unifying Multimodal Conditions for Human-Object Interaction Video Generation Paper • 2604.11804 • Published Apr 13 • 73
Astrolabe: Steering Forward-Process Reinforcement Learning for Distilled Autoregressive Video Models Paper • 2603.17051 • Published Mar 17 • 69
ShotVerse: Advancing Cinematic Camera Control for Text-Driven Multi-Shot Video Creation Paper • 2603.11421 • Published Mar 12 • 34
Composing Concepts from Images and Videos via Concept-prompt Binding Paper • 2512.09824 • Published Dec 10, 2025 • 27
SwarmSys: Decentralized Swarm-Inspired Agents for Scalable and Adaptive Reasoning Paper • 2510.10047 • Published Oct 11, 2025 • 15
Muddit: Liberating Generation Beyond Text-to-Image with a Unified Discrete Diffusion Model Paper • 2505.23606 • Published May 29, 2025 • 14