Image Generation

Distilled Decoding 1: One-step Sampling of Image Auto-regressive Models with Flow Matching

CLEAR: Conv-Like Linearization Revs Pre-Trained Diffusion Transformers Up

UIP2P: Unsupervised Instruction-based Image Editing via Cycle Edit Consistency

Parallelized Autoregressive Visual Generation

LeviTor: 3D Trajectory Oriented Image-to-Video Synthesis

Affordance-Aware Object Insertion via Mask-Aware Dual Diffusion

PixelMan: Consistent Object Editing with Diffusion Models via Pixel Manipulation and Generation

FashionComposer: Compositional Fashion Image Generation

Autoregressive Video Generation without Vector Quantization

ChatDiT: A Training-Free Baseline for Task-Agnostic Free-Form Chatting with Diffusion Transformers

Nearly Zero-Cost Protection Against Mimicry by Personalized Diffusion Models

ColorFlow: Retrieval-Augmented Image Sequence Colorization

Causal Diffusion Transformers for Generative Modeling

VividFace: A Diffusion-Based Hybrid Framework for High-Fidelity Video Face Swapping

DynamicScaler: Seamless and Scalable Video Generation for Panoramic Scenes

Prompt2Perturb (P2P): Text-Guided Diffusion-Based Adversarial Attacks on Breast Ultrasound Images

BrushEdit: All-In-One Image Inpainting and Editing

FreeScale: Unleashing the Resolution of Diffusion Models via Tuning-Free Scale Fusion

FluxSpace: Disentangled Semantic Editing in Rectified Flow Transformers

ObjectMate: A Recurrence Prior for Object Insertion and Subject-Driven Generation