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ICCV2023-Diffusion-Papers

Image/Video Synthesis (2D,3D)

FreeDoM: Training-Free Energy-Guided Conditional Diffusion Model

BoxDiff: Text-to-Image Synthesis with Training-Free Box-Constrained Diffusion [Layout-to-Image]

Text2Tex: Text-driven Texture Synthesis via Diffusion Models

Tune-A-Video: One-Shot Tuning of Image Diffusion Models for Text-to-Video Generation

PODIA-3D: Domain Adaptation of 3D Generative Model Across Large Domain Gap Using Pose-Preserved Text-to-Image Diffusion

Ablating Concepts in Text-to-Image Diffusion Models

Better Aligning Text-to-Image Models with Human Preference

HumanSD: A Native Skeleton-Guided Diffusion Model for Human Image Generation

Image Editing

Multimodal Garment Designer: Human-Centric Latent Diffusion Models for Fashion Image Editing

Pose Estimation

PoseDiffusion: Solving Pose Estimation via Diffusion-aided Bundle Adjustment

Image Detection

DIRE for Diffusion-Generated Image Detection

Low-level Vision

DDFM: Denoising Diffusion Model for Multi-Modality Image Fusion

Human Motion

HumanMAC: Masked Motion Completion for Human Motion Prediction

BeLFusion: Latent Diffusion for Behavior-Driven Human Motion Prediction

ReMoDiffuse: Retrieval-Augmented Motion Diffusion Model

Quantization

Q-Diffusion: Quantizing Diffusion Models

Object Detection / Semantic Segmentation

DiffusionDet: Diffusion Model for Object Detection

Generative Prompt Model for Weakly Supervised Object Localization

DiffuMask: Synthesizing Images with Pixel-level Annotations for Semantic Segmentation Using Diffusion Models

DDP: Diffusion Model for Dense Visual Prediction

Medical Image Analysis

Improving 3D Imaging with Pre-Trained Perpendicular 2D Diffusion Models

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