Representation Forcing for Bottleneck-Free Unified Multimodal Models Paper • 2605.31604 • Published May 29 • 63
Seedance 2.0: Advancing Video Generation for World Complexity Paper • 2604.14148 • Published Apr 15 • 168
Seedance 2.0: Advancing Video Generation for World Complexity Paper • 2604.14148 • Published Apr 15 • 168
HuMo: Human-Centric Video Generation via Collaborative Multi-Modal Conditioning Paper • 2509.08519 • Published Sep 10, 2025 • 130
Seedance 1.5 pro: A Native Audio-Visual Joint Generation Foundation Model Paper • 2512.13507 • Published Dec 15, 2025 • 41
DreaMontage: Arbitrary Frame-Guided One-Shot Video Generation Paper • 2512.21252 • Published Dec 24, 2025 • 35
DreaMontage: Arbitrary Frame-Guided One-Shot Video Generation Paper • 2512.21252 • Published Dec 24, 2025 • 35
DreaMontage: Arbitrary Frame-Guided One-Shot Video Generation Paper • 2512.21252 • Published Dec 24, 2025 • 35
Diffusion Transformers with Representation Autoencoders Paper • 2510.11690 • Published Oct 13, 2025 • 171
LongLive: Real-time Interactive Long Video Generation Paper • 2509.22622 • Published Sep 26, 2025 • 190
OmniInsert: Mask-Free Video Insertion of Any Reference via Diffusion Transformer Models Paper • 2509.17627 • Published Sep 22, 2025 • 66
HuMo: Human-Centric Video Generation via Collaborative Multi-Modal Conditioning Paper • 2509.08519 • Published Sep 10, 2025 • 130
UMO: Scaling Multi-Identity Consistency for Image Customization via Matching Reward Paper • 2509.06818 • Published Sep 8, 2025 • 29
USO: Unified Style and Subject-Driven Generation via Disentangled and Reward Learning Paper • 2508.18966 • Published Aug 26, 2025 • 56
Phantom-Data : Towards a General Subject-Consistent Video Generation Dataset Paper • 2506.18851 • Published Jun 23, 2025 • 29
MagicVideo-V2: Multi-Stage High-Aesthetic Video Generation Paper • 2401.04468 • Published Jan 9, 2024 • 49
DEADiff: An Efficient Stylization Diffusion Model with Disentangled Representations Paper • 2403.06951 • Published Mar 11, 2024 • 2