Liu Songhua

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upvoted a paper 3 days ago

Knot Forcing: Taming Autoregressive Video Diffusion Models for Real-time Infinite Interactive Portrait Animation

Paper • 2512.21734 • Published 13 days ago • 4

upvoted a paper 8 days ago

SpotEdit: Selective Region Editing in Diffusion Transformers

Paper • 2512.22323 • Published 12 days ago • 37

upvoted 5 papers 11 days ago

Streaming Video Instruction Tuning

Paper • 2512.21334 • Published 14 days ago • 9

Learning from Next-Frame Prediction: Autoregressive Video Modeling Encodes Effective Representations

Paper • 2512.21004 • Published 14 days ago • 12

Region-Constraint In-Context Generation for Instructional Video Editing

Paper • 2512.17650 • Published 19 days ago • 50

TurboDiffusion: Accelerating Video Diffusion Models by 100-200 Times

Paper • 2512.16093 • Published 21 days ago • 92

SemanticGen: Video Generation in Semantic Space

Paper • 2512.20619 • Published 15 days ago • 89

upvoted a paper 15 days ago

WorldWarp: Propagating 3D Geometry with Asynchronous Video Diffusion

Paper • 2512.19678 • Published 16 days ago • 29

upvoted a paper 19 days ago

DeContext as Defense: Safe Image Editing in Diffusion Transformers

Paper • 2512.16625 • Published 20 days ago • 24

upvoted 3 papers about 1 month ago

PaperDebugger: A Plugin-Based Multi-Agent System for In-Editor Academic Writing, Review, and Editing

Paper • 2512.02589 • Published Dec 2, 2025 • 68

Live Avatar: Streaming Real-time Audio-Driven Avatar Generation with Infinite Length

Paper • 2512.04677 • Published Dec 4, 2025 • 167

Vision Bridge Transformer at Scale

Paper • 2511.23199 • Published Nov 28, 2025 • 45

upvoted a paper about 2 months ago

Kandinsky 5.0: A Family of Foundation Models for Image and Video Generation

Paper • 2511.14993 • Published Nov 19, 2025 • 227

upvoted 2 papers 3 months ago

Rolling Forcing: Autoregressive Long Video Diffusion in Real Time

Paper • 2509.25161 • Published Sep 29, 2025 • 25

Lavida-O: Elastic Large Masked Diffusion Models for Unified Multimodal Understanding and Generation

Paper • 2509.19244 • Published Sep 23, 2025 • 11

upvoted 5 papers 4 months ago

From Editor to Dense Geometry Estimator

Paper • 2509.04338 • Published Sep 4, 2025 • 92

Autoregressive Universal Video Segmentation Model

Paper • 2508.19242 • Published Aug 26, 2025 • 28

MIDAS: Multimodal Interactive Digital-human Synthesis via Real-time Autoregressive Video Generation

Paper • 2508.19320 • Published Aug 26, 2025 • 29

Mixture of Contexts for Long Video Generation

Paper • 2508.21058 • Published Aug 28, 2025 • 35

USO: Unified Style and Subject-Driven Generation via Disentangled and Reward Learning

Paper • 2508.18966 • Published Aug 26, 2025 • 56