Mask Forcing: Improving Autoregressive Video Diffusion Distillation via Dual-Noise Masking Rollout Paper • 2609.09123 • Published 3 days ago • 43
SolarWM: Open Data and Scalable Training for Long-Horizon Video World Models Paper • 2609.02886 • Published 9 days ago • 147
Beyond Simply Environment Scaling: Designing Effective Environment Distributions for Multimodal Agent Learning Paper • 2608.03571 • Published Aug 6 • 46
SFT Conflicts, RL Coexists: A Theoretical and Empirical Analysis of Multi-Task Learning for LLMs Paper • 2608.03573 • Published Aug 6 • 60
EVA-Client: A Unified Data Collection, Inference, and Deployment Framework for Embodied Policies on Real Robots Paper • 2607.02646 • Published Jul 2 • 28
Video-MME-Logical: A Controlled Diagnostic Benchmark for Video Temporal-Logical Reasoning Paper • 2606.27828 • Published Jun 26 • 27
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 • 83
UniVidX: A Unified Multimodal Framework for Versatile Video Generation via Diffusion Priors Paper • 2605.00658 • Published May 1 • 87
Astrolabe: Steering Forward-Process Reinforcement Learning for Distilled Autoregressive Video Models Paper • 2603.17051 • Published Mar 17 • 109
ShotVerse: Advancing Cinematic Camera Control for Text-Driven Multi-Shot Video Creation Paper • 2603.11421 • Published Mar 12 • 34
Re-Align: Structured Reasoning-guided Alignment for In-Context Image Generation and Editing Paper • 2601.05124 • Published Jan 8 • 6
Composing Concepts from Images and Videos via Concept-prompt Binding Paper • 2512.09824 • Published Dec 10, 2025 • 28
AnyTalker: Scaling Multi-Person Talking Video Generation with Interactivity Refinement Paper • 2511.23475 • Published Nov 28, 2025 • 44
Light of Normals: Unified Feature Representation for Universal Photometric Stereo Paper • 2506.18882 • Published Jun 23, 2025 • 89
MMR-V: What's Left Unsaid? A Benchmark for Multimodal Deep Reasoning in Videos Paper • 2506.04141 • Published Jun 4, 2025 • 31
Establishing Trustworthy LLM Evaluation via Shortcut Neuron Analysis Paper • 2506.04142 • Published Jun 4, 2025 • 28