OmniXRef: A Unified Framework for Multimodal Multi-Reference Video Editing Paper • 2610.22744 • Published 7 days ago • 20
OmniText: A Training-Free Generalist for Controllable Text-Image Manipulation Paper • 2510.24093 • Published Oct 28, 2025
PropFly: Learning to Propagate via On-the-Fly Supervision from Pre-trained Video Diffusion Models Paper • 2602.20583 • Published Feb 24
RefGC-SR$^2$: Reference-guided Generated Content Super-Resolution and Refinement Paper • 2606.15158 • Published Jun 13 • 10
Chameleon: Style-Content Disentangled Framework for Cross-Domain Object Compositing Paper • 2606.01079 • Published May 31
MotionGrounder: Grounded Multi-Object Motion Transfer via Diffusion Transformer Paper • 2604.00853 • Published Apr 1
Tri-Prompting: Video Diffusion with Unified Control over Scene, Subject, and Motion Paper • 2603.15614 • Published Mar 16 • 7
Both Semantics and Reconstruction Matter: Making Representation Encoders Ready for Text-to-Image Generation and Editing Paper • 2512.17909 • Published Dec 19, 2025 • 37
OmniVCus: Feedforward Subject-driven Video Customization with Multimodal Control Conditions Paper • 2506.23361 • Published Jun 29, 2025 • 1
Descanning: From Scanned to the Original Images with a Color Correction Diffusion Model Paper • 2402.05350 • Published Feb 8, 2024
OmniXRef: A Unified Framework for Multimodal Multi-Reference Video Editing Paper • 2610.22744 • Published 7 days ago • 20
EditVerse: Unifying Image and Video Editing and Generation with In-Context Learning Paper • 2509.20360 • Published Sep 24, 2025 • 18
EditVerse: Unifying Image and Video Editing and Generation with In-Context Learning Paper • 2509.20360 • Published Sep 24, 2025 • 18
Thinking Outside the BBox: Unconstrained Generative Object Compositing Paper • 2409.04559 • Published Sep 6, 2024
Baking Gaussian Splatting into Diffusion Denoiser for Fast and Scalable Single-stage Image-to-3D Generation Paper • 2411.14384 • Published Nov 21, 2024 • 9
MetaShadow: Object-Centered Shadow Detection, Removal, and Synthesis Paper • 2412.02635 • Published Dec 3, 2024 • 1