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Pengfei Wan

Papers
57

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57papers

Authored papers

57

Artifact-Bench: Evaluating MLLMs on Detecting and Assessing the Artifacts of AI-Generated Videos

arXiv 2026

2026

TimeChat-Captioner: Scripting Multi-Scene Videos with Time-Aware and Structural Audio-Visual Captions

arXiv 2026

2026

LatentOmni: Rethinking Omni-Modal Understanding via Unified Audio-Visual Latent Reasoning

arXiv 2026

2026

LongAV-Compass: Towards Unified Evaluation of Minute-Scale Audio-Visual Generation Across T2AV, I2AV, and V2AV

arXiv 2026

2026

OpenWorldLib: A Unified Codebase and Definition of Advanced World Models

arXiv 2026

2026

A Mechanistic View on Video Generation as World Models: State and Dynamics

arXiv 2026

2026

VINO: A Unified Visual Generator with Interleaved OmniModal Context

arXiv 2026

2026

ShotStream: Streaming Multi-Shot Video Generation for Interactive Storytelling

arXiv 2026

2026

Stable Velocity: A Variance Perspective on Flow Matching

arXiv 2026

2026

CoF-T2I: Video Models as Pure Visual Reasoners for Text-to-Image Generation

arXiv 2026

2026

Semantic Routing: Exploring Multi-Layer LLM Feature Weighting for Diffusion Transformers

arXiv 2026

2026

Out of Sight but Not Out of Mind: Hybrid Memory for Dynamic Video World Models

arXiv 2026

2026

Flow-GRPO: Training Flow Matching Models via Online RL

arXiv 2025

2025

ReCamMaster: Camera-Controlled Generative Rendering from A Single Video

ICCV 2025

2025

GameFactory: Creating New Games with Generative Interactive Videos

ICCV 2025

2025

Training-Free Efficient Video Generation via Dynamic Token Carving

arXiv 2025

2025

RectifiedHR: Enable Efficient High-Resolution Image Generation via Energy Rectification

arXiv 2025

2025

RICO: Improving Accuracy and Completeness in Image Recaptioning via Visual Reconstruction

arXiv 2025

2025

MME-VideoOCR: Evaluating OCR-Based Capabilities of Multimodal LLMs in Video Scenarios

arXiv 2025

2025

Scaling Image and Video Generation via Test-Time Evolutionary Search

arXiv 2025

2025

MultiShotMaster: A Controllable Multi-Shot Video Generation Framework

arXiv 2025

2025

Monet: Reasoning in Latent Visual Space Beyond Images and Language

arXiv 2025

2025

SVG-T2I: Scaling Up Text-to-Image Latent Diffusion Model Without Variational Autoencoder

arXiv 2025

2025

PhysMaster: Mastering Physical Representation for Video Generation via Reinforcement Learning

arXiv 2025

2025

UnityVideo: Unified Multi-Modal Multi-Task Learning for Enhancing World-Aware Video Generation

arXiv 2025

2025

Simulating the Visual World with Artificial Intelligence: A Roadmap

arXiv 2025

2025

MVU-Eval: Towards Multi-Video Understanding Evaluation for Multimodal LLMs

arXiv 2025

2025

Less is More: Improving LLM Reasoning with Minimal Test-Time Intervention

arXiv 2025

2025

HunyuanImage 3.0 Technical Report

arXiv 2025

2025

Latent Diffusion Model without Variational Autoencoder

arXiv 2025

2025

OmniX: From Unified Panoramic Generation and Perception to Graphics-Ready 3D Scenes

arXiv 2025

2025

AVoCaDO: An Audiovisual Video Captioner Driven by Temporal Orchestration

arXiv 2025

2025

RealUnify: Do Unified Models Truly Benefit from Unification? A Comprehensive Benchmark

arXiv 2025

2025

MemFlow: Flowing Adaptive Memory for Consistent and Efficient Long Video Narratives

arXiv 2025

2025

GARDO: Reinforcing Diffusion Models without Reward Hacking

arXiv 2025

2025

VMoBA: Mixture-of-Block Attention for Video Diffusion Models

arXiv 2025

2025

VFXMaster: Unlocking Dynamic Visual Effect Generation via In-Context Learning

arXiv 2025

2025

Easier Painting Than Thinking: Can Text-to-Image Models Set the Stage, but Not Direct the Play?

arXiv 2025

2025

VR-Thinker: Boosting Video Reward Models through Thinking-with-Image Reasoning

arXiv 2025

2025

OpenGPT-4o-Image: A Comprehensive Dataset for Advanced Image Generation and Editing

arXiv 2025

2025

HumanAesExpert: Advancing a Multi-Modality Foundation Model for Human Image Aesthetic Assessment

arXiv 2025

2025

DiffMoE: Dynamic Token Selection for Scalable Diffusion Transformers

arXiv 2025

2025

SketchVideo: Sketch-based Video Generation and Editing

CVPR 2025 1

2025

SPF-Portrait: Towards Pure Portrait Customization with Semantic Pollution-Free Fine-tuning

arXiv 2025

2025

Any2Caption:Interpreting Any Condition to Caption for Controllable Video Generation

arXiv 2025

2025

LivePortrait: Efficient Portrait Animation with Stitching and Retargeting Control

arXiv 2024

2024

StyleMaster: Stylize Your Video with Artistic Generation and Translation

CVPR 2025 1

2024

3DTrajMaster: Mastering 3D Trajectory for Multi-Entity Motion in Video Generation

arXiv 2024

2024

SynCamMaster: Synchronizing Multi-Camera Video Generation from Diverse Viewpoints

arXiv 2024

2024

VideoTetris: Towards Compositional Text-to-Video Generation

arXiv 2024

2024

PlacidDreamer: Advancing Harmony in Text-to-3D Generation

arXiv 2024

2024

Agent Attention: On the Integration of Softmax and Linear Attention

arXiv 2023

2023

I2V-Adapter: A General Image-to-Video Adapter for Diffusion Models

arXiv 2023

2023

DVIS: Decoupled Video Instance Segmentation Framework

ICCV 2023 1

2023

DVIS++: Improved Decoupled Framework for Universal Video Segmentation

arXiv 2023

2023

Augmentation-Aware Self-Supervision for Data-Efficient GAN Training

augmentation-aware-self-supervision-for-data

2022

BlendGAN: Implicitly GAN Blending for Arbitrary Stylized Face Generation

NeurIPS 2021 12

2021

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from 57 papers