The Flexibility Trap: Why Arbitrary Order Limits Reasoning Potential in Diffusion Language Models Paper • 2601.15165 • Published 3 days ago • 57
Beyond Hard Masks: Progressive Token Evolution for Diffusion Language Models Paper • 2601.07351 • Published 12 days ago • 26
The World is Your Canvas: Painting Promptable Events with Reference Images, Trajectories, and Text Paper • 2512.16924 • Published Dec 18, 2025 • 27
SpatialTree: How Spatial Abilities Branch Out in MLLMs Paper • 2512.20617 • Published Dec 23, 2025 • 43
Both Semantics and Reconstruction Matter: Making Representation Encoders Ready for Text-to-Image Generation and Editing Paper • 2512.17909 • Published Dec 19, 2025 • 37
The World is Your Canvas: Painting Promptable Events with Reference Images, Trajectories, and Text Paper • 2512.16924 • Published Dec 18, 2025 • 27
MagicQuillV2: Precise and Interactive Image Editing with Layered Visual Cues Paper • 2512.03046 • Published Dec 2, 2025 • 12
Preserving Source Video Realism: High-Fidelity Face Swapping for Cinematic Quality Paper • 2512.07951 • Published Dec 8, 2025 • 50
Preserving Source Video Realism: High-Fidelity Face Swapping for Cinematic Quality Paper • 2512.07951 • Published Dec 8, 2025 • 50
Reward Forcing: Efficient Streaming Video Generation with Rewarded Distribution Matching Distillation Paper • 2512.04678 • Published Dec 4, 2025 • 41
MagicQuillV2: Precise and Interactive Image Editing with Layered Visual Cues Paper • 2512.03046 • Published Dec 2, 2025 • 12
TUNA: Taming Unified Visual Representations for Native Unified Multimodal Models Paper • 2512.02014 • Published Dec 1, 2025 • 73
Inferix: A Block-Diffusion based Next-Generation Inference Engine for World Simulation Paper • 2511.20714 • Published Nov 25, 2025 • 48
Emu3.5: Native Multimodal Models are World Learners Paper • 2510.26583 • Published Oct 30, 2025 • 109
Uniform Discrete Diffusion with Metric Path for Video Generation Paper • 2510.24717 • Published Oct 28, 2025 • 41
HoloCine: Holistic Generation of Cinematic Multi-Shot Long Video Narratives Paper • 2510.20822 • Published Oct 23, 2025 • 41
HoloCine: Holistic Generation of Cinematic Multi-Shot Long Video Narratives Paper • 2510.20822 • Published Oct 23, 2025 • 41 • 7