Making MLLM Latents Matter: Factor-Aware Predictive Learning for Cinematic Video Generation Paper • 2610.30926 • Published 15 days ago • 29
Mask Forcing: Improving Autoregressive Video Diffusion Distillation via Dual-Noise Masking Rollout Paper • 2609.09123 • Published Sep 8 • 27
Video-MME-Logical: A Controlled Diagnostic Benchmark for Video Temporal-Logical Reasoning Paper • 2606.27828 • Published Jun 26 • 26
UniVidX: A Unified Multimodal Framework for Versatile Video Generation via Diffusion Priors Paper • 2605.00658 • Published May 1 • 86
Astrolabe: Steering Forward-Process Reinforcement Learning for Distilled Autoregressive Video Models Paper • 2603.17051 • Published Mar 17 • 55
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
Composing Concepts from Images and Videos via Concept-prompt Binding Paper • 2512.09824 • Published Dec 10, 2025 • 27