Jiangning Zhang

Towards One-step Causal Video Generation via Adversarial Self-Distillation

So-Fake: Benchmarking Social Media Image Forgery Detection

Visual Multi-Agent System: Mitigating Hallucination Snowballing via Visual Flow

IVEBench: Modern Benchmark Suite for Instruction-Guided Video Editing Assessment

Human-MME: A Holistic Evaluation Benchmark for Human-Centric Multimodal Large Language Models

Reasoning to Edit: Hypothetical Instruction-Based Image Editing with Visual Reasoning

M3CoTBench: Benchmark Chain-of-Thought of MLLMs in Medical Image Understanding

Align Human Camouflaged Perception: Visual Refocus Reinforcement Fine-Tuning

ShortcutBreaker: Low-Rank Noisy Bottleneck with Global Perturbation Attention for Multi-Class Unsupervised Anomaly Detection

Discourse-Aware Retrieval-Augmented Generation via Rhetorical Structure Modeling

Towards Explainable Bilingual Multimodal Misinformation Detection and Localization

The devil is in the details: Enhancing Video Virtual Try-On via Keyframe-Driven Details Injection

TokenAR: Multiple Subject Generation via Autoregressive Token-level enhancement

Data-free VFX Self-Mining

HumanVideo-MME: Benchmarking MLLMs for Human-Centric Video Understanding

DynamicControl: Adaptive Condition Selection for Improved Text-to-Image Generation

AdaVideoRAG: Omni-Contextual Adaptive Retrieval-Augmented Efficient Long Video Understanding

PolyVivid: Vivid Multi-Subject Video Generation with Cross-Modal Interaction and Enhancement

SaRA: High-Efficient Diffusion Model Fine-tuning with Progressive Sparse Low-Rank Adaptation

A Framework of Distilling Multimodal Large Language Models

PointSeg: A Training-Free Paradigm for 3D Scene Segmentation via Foundation Models

A Comprehensive Library for Benchmarking Multi-class Visual Anomaly Detection

StyleMaster: Towards Flexible Stylized Image Generation with Diffusion Models

Textual $D$ecomposition then Sub-motion-space $S$cattering for $O$pen-Vocabulary Motion Generation

Real&Synthetic Dataset and the Linear Attention in Image Restoration

Imit-Diff: Semantics Guided Diffusion Transformer with Dual Resolution Fusion for Imitation Learning