图像生成

Reti-Diff: Illumination Degradation Image Restoration with Retinex-based Latent Diffusion Model

Chunming He, Chengyu Fang, Yulun Zhang, Tian Ye, Kai Li, Longxiang Tang, Zhenhua Guo, Xiu Li, Sina Farsiu

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

Comments 20 pages, 11 figures, 11 tables

DiffuLT: How to Make Diffusion Model Useful for Long-tail Recognition

Jie Shao, Ke Zhu, Hanxiao Zhang, Jianxin Wu

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

Improving Diffusion-Based Generative Models via Approximated Optimal Transport

Daegyu Kim, Jooyoung Choi, Chaehun Shin, Uiwon Hwang, Sungroh Yoon

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

Pix2Gif: Motion-Guided Diffusion for GIF Generation

Hitesh Kandala, Jianfeng Gao, Jianwei Yang

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

DNAct: Diffusion Guided Multi-Task 3D Policy Learning

Ge Yan, Yueh-Hua Wu, Xiaolong Wang

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

A Domain Translation Framework with an Adversarial Denoising Diffusion Model to Generate Synthetic Datasets of Echocardiography Images

Cristiana Tiago, Sten Roar Snare, Jurica Sprem, Kristin McLeod

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

OOTDiffusion: Outfitting Fusion based Latent Diffusion for Controllable Virtual Try-on

Yuhao Xu, Tao Gu, Weifeng Chen, Chengcai Chen

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

Hierarchical Diffusion Policy for Kinematics-Aware Multi-Task Robotic Manipulation

Xiao Ma, Sumit Patidar, Iain Haughton, Stephen James

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

Comments Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2024). Videos and code: https://yusufma03.github.io/projects/hdp/

DECap: Towards Generalized Explicit Caption Editing via Diffusion Mechanism

Zhen Wang, Xinyun Jiang, Jun Xiao, Tao Chen, Long Chen

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

Enhancing the Rate-Distortion-Perception Flexibility of Learned Image Codecs with Conditional Diffusion Decoders

Daniele Mari, Simone Milani

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

DISYRE: Diffusion-Inspired SYnthetic REstoration for Unsupervised Anomaly Detection

Sergio Naval Marimont, Matthew Baugh, Vasilis Siomos, Christos Tzelepis, Bernhard Kainz, Giacomo Tarroni

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

Comments 5 pages, 3 figures. Accepted for publication in ISBI 2024

Fast Training of Diffusion Models with Masked Transformers

Hongkai Zheng, Weili Nie, Arash Vahdat, Anima Anandkumar

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

LiDAR Data Synthesis with Denoising Diffusion Probabilistic Models

Kazuto Nakashima, Ryo Kurazume

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

Comments ICRA 2024

DiffSal: Joint Audio and Video Learning for Diffusion Saliency Prediction

Junwen Xiong, Peng Zhang, Tao You, Chuanyue Li, Wei Huang, Yufei Zha

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

Comments 15 pages, CVPR24

Training Unbiased Diffusion Models From Biased Dataset

Yeongmin Kim, Byeonghu Na, Minsang Park, JoonHo Jang, Dongjun Kim, Wanmo Kang, Il-Chul Moon

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

Comments International Conference on Learning Representations (ICLR 2024)

DiffusionVMR: Diffusion Model for Joint Video Moment Retrieval and Highlight Detection

Henghao Zhao, Kevin Qinghong Lin, Rui Yan, Zechao Li

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

$\infty$-Diff: Infinite Resolution Diffusion with Subsampled Mollified States

Sam Bond-Taylor, Chris G. Willcocks

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

Comments Accepted at ICLR 2024

DiffAssemble: A Unified Graph-Diffusion Model for 2D and 3D Reassembly

Gianluca Scarpellini, Stefano Fiorini, Francesco Giuliari, Pietro Morerio, Alessio Del Bue

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

Comments Accepted at CVPR2024

Mirror Diffusion Models for Constrained and Watermarked Generation

Guan-Horng Liu, Tianrong Chen, Evangelos A. Theodorou, Molei Tao

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

Comments submitted to NeurIPS on 5/18 but did not arxiv per NeurIPS policy, accepted on 9/22

Objective and Interpretable Breast Cosmesis Evaluation with Attention Guided Denoising Diffusion Anomaly Detection Model

Sangjoon Park, Yong Bae Kim, Jee Suk Chang, Seo Hee Choi, Hyungjin Chung, Ik Jae Lee, Hwa Kyung Byun

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

Don't Play Favorites: Minority Guidance for Diffusion Models

Soobin Um, Suhyeon Lee, Jong Chul Ye

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

Comments ICLR 2024

Cinematographic Camera Diffusion Model

Hongda Jiang, Xi Wang, Marc Christie, Libin Liu, Baoquan Chen

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.GR

Typographic Text Generation with Off-the-Shelf Diffusion Model

KhayTze Peong, Seiichi Uchida, Daichi Haraguchi

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

Font Style Interpolation with Diffusion Models

Tetta Kondo, Shumpei Takezaki, Daichi Haraguchi, Seiichi Uchida

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

Cas-DiffCom: Cascaded diffusion model for infant longitudinal super-resolution 3D medical image completion

Lianghu Guo, Tianli Tao, Xinyi Cai, Zihao Zhu, Jiawei Huang, Lixuan Zhu, Zhuoyang Gu, Haifeng Tang, Rui Zhou, Siyan Han, Yan Liang, Qing Yang, Dinggang Shen, Han Zhang

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

Denoising Task Routing for Diffusion Models

Byeongjun Park, Sangmin Woo, Hyojun Go, Jin-Young Kim, Changick Kim

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

Comments ICLR 2024

DiffusionTrack: Diffusion Model For Multi-Object Tracking

Run Luo, Zikai Song, Lintao Ma, Jinlin Wei, Wei Yang, Min Yang

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

The Uncanny Valley: A Comprehensive Analysis of Diffusion Models

Karam Ghanem, Danilo Bzdok

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

Comments 28 pages, 21 figures

Two-stage Rainfall-Forecasting Diffusion Model

XuDong Ling, ChaoRong Li, FengQing Qin, LiHong Zhu, Yuanyuan Huang

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

Radio-astronomical Image Reconstruction with Conditional Denoising Diffusion Model

Mariia Drozdova, Vitaliy Kinakh, Omkar Bait, Olga Taran, Erica Lastufka, Miroslava Dessauges-Zavadsky, Taras Holotyak, Daniel Schaerer, Slava Voloshynovskiy

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

Comments In production in Astronomy&Astrophyics