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authored a paper 14 days ago

Focal Guidance: Unlocking Controllability from Semantic-Weak Layers in Video Diffusion Models

Paper • 2601.07287 • Published 23 days ago • 5

authored 2 papers 4 months ago

FlashI2V: Fourier-Guided Latent Shifting Prevents Conditional Image Leakage in Image-to-Video Generation

Paper • 2509.25187 • Published Sep 29, 2025 • 2

Uniworld-V2: Reinforce Image Editing with Diffusion Negative-aware Finetuning and MLLM Implicit Feedback

Paper • 2510.16888 • Published Oct 19, 2025 • 22

authored 5 papers 8 months ago

UniWorld: High-Resolution Semantic Encoders for Unified Visual Understanding and Generation

Paper • 2506.03147 • Published Jun 3, 2025 • 58

MAGREF: Masked Guidance for Any-Reference Video Generation

Paper • 2505.23742 • Published May 29, 2025 • 11

OpenS2V-Nexus: A Detailed Benchmark and Million-Scale Dataset for Subject-to-Video Generation

Paper • 2505.20292 • Published May 26, 2025 • 52

ImgEdit: A Unified Image Editing Dataset and Benchmark

Paper • 2505.20275 • Published May 26, 2025 • 18

Sci-Fi: Symmetric Constraint for Frame Inbetweening

Paper • 2505.21205 • Published May 27, 2025 • 5

authored a paper 10 months ago

GPT-ImgEval: A Comprehensive Benchmark for Diagnosing GPT4o in Image Generation

Paper • 2504.02782 • Published Apr 3, 2025 • 57

authored 2 papers 11 months ago

MagicComp: Training-free Dual-Phase Refinement for Compositional Video Generation

Paper • 2503.14428 • Published Mar 18, 2025 • 8

CINEMA: Coherent Multi-Subject Video Generation via MLLM-Based Guidance

Paper • 2503.10391 • Published Mar 13, 2025 • 12

authored 3 papers about 1 year ago

WF-VAE: Enhancing Video VAE by Wavelet-Driven Energy Flow for Latent Video Diffusion Model

Paper • 2411.17459 • Published Nov 26, 2024 • 12

Open-Sora Plan: Open-Source Large Video Generation Model

Paper • 2412.00131 • Published Nov 28, 2024 • 33

Identity-Preserving Text-to-Video Generation by Frequency Decomposition

Paper • 2411.17440 • Published Nov 26, 2024 • 37

authored 3 papers over 1 year ago

OD-VAE: An Omni-dimensional Video Compressor for Improving Latent Video Diffusion Model

Paper • 2409.01199 • Published Sep 2, 2024 • 14

MagicTime: Time-lapse Video Generation Models as Metamorphic Simulators

Paper • 2404.05014 • Published Apr 7, 2024 • 33

ChronoMagic-Bench: A Benchmark for Metamorphic Evaluation of Text-to-Time-lapse Video Generation

Paper • 2406.18522 • Published Jun 26, 2024 • 20