Zikai Zhou

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upvoted 2 papers about 3 hours ago

D-OPSD: On-Policy Self-Distillation for Continuously Tuning Step-Distilled Diffusion Models

Paper • 2605.05204 • Published 1 day ago • 18

Lightning Unified Video Editing via In-Context Sparse Attention

Paper • 2605.04569 • Published 1 day ago • 7

upvoted a paper 9 days ago

World-R1: Reinforcing 3D Constraints for Text-to-Video Generation

Paper • 2604.24764 • Published 10 days ago • 116

upvoted a paper 23 days ago

OmniShow: Unifying Multimodal Conditions for Human-Object Interaction Video Generation

Paper • 2604.11804 • Published 24 days ago • 71

upvoted 2 papers about 1 month ago

Gen-Searcher: Reinforcing Agentic Search for Image Generation

Paper • 2603.28767 • Published Mar 30 • 58

HopChain: Multi-Hop Data Synthesis for Generalizable Vision-Language Reasoning

Paper • 2603.17024 • Published Mar 17 • 109

upvoted 4 papers 3 months ago

Optimizing Few-Step Generation with Adaptive Matching Distillation

Paper • 2602.07345 • Published Feb 7 • 9

Late-to-Early Training: LET LLMs Learn Earlier, So Faster and Better

Paper • 2602.05393 • Published Feb 5 • 8

Mano: Restriking Manifold Optimization for LLM Training

Paper • 2601.23000 • Published Jan 30 • 3

PISA: Piecewise Sparse Attention Is Wiser for Efficient Diffusion Transformers

Paper • 2602.01077 • Published Feb 1 • 4

upvoted 6 papers 5 months ago

Next-Embedding Prediction Makes Strong Vision Learners

Paper • 2512.16922 • Published Dec 18, 2025 • 89

Kling-Omni Technical Report

Paper • 2512.16776 • Published Dec 18, 2025 • 173

StereoPilot: Learning Unified and Efficient Stereo Conversion via Generative Priors

Paper • 2512.16915 • Published Dec 18, 2025 • 38

Unified Video Editing with Temporal Reasoner

Paper • 2512.07469 • Published Dec 8, 2025 • 46

DeCo: Frequency-Decoupled Pixel Diffusion for End-to-End Image Generation

Paper • 2511.19365 • Published Nov 24, 2025 • 66

UltraFlux: Data-Model Co-Design for High-quality Native 4K Text-to-Image Generation across Diverse Aspect Ratios

Paper • 2511.18050 • Published Nov 22, 2025 • 38

upvoted 4 papers 6 months ago

FlashVSR: Towards Real-Time Diffusion-Based Streaming Video Super-Resolution

Paper • 2510.12747 • Published Oct 14, 2025 • 39

UniVA: Universal Video Agent towards Open-Source Next-Generation Video Generalist

Paper • 2511.08521 • Published Nov 11, 2025 • 39

VideoSSR: Video Self-Supervised Reinforcement Learning

Paper • 2511.06281 • Published Nov 9, 2025 • 25

Thinking with Video: Video Generation as a Promising Multimodal Reasoning Paradigm

Paper • 2511.04570 • Published Nov 6, 2025 • 242