图像生成

DP-MDM: Detail-Preserving MR Reconstruction via Multiple Diffusion Models

Mengxiao Geng, Jiahao Zhu, Xiaolin Zhu, Qiqing Liu, Dong Liang, Qiegen Liu

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

LatentColorization: Latent Diffusion-Based Speaker Video Colorization

Rory Ward, Dan Bigioi, Shubhajit Basak, John G. Breslin, Peter Corcoran

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

Attention-Driven Training-Free Efficiency Enhancement of Diffusion Models

Hongjie Wang, Difan Liu, Yan Kang, Yijun Li, Zhe Lin, Niraj K. Jha, Yuchen Liu

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

Comments Accepted to IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2024

FinePOSE: Fine-Grained Prompt-Driven 3D Human Pose Estimation via Diffusion Models

Jinglin Xu, Yijie Guo, Yuxin Peng

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

Comments Accepted by CVPR 2024

Remote Diffusion

Kunal Sunil Kasodekar

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

DiffFinger: Advancing Synthetic Fingerprint Generation through Denoising Diffusion Probabilistic Models

Freddie Grabovski, Lior Yasur, Yaniv Hacmon, Lior Nisimov, Stav Nimrod

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

Vidu: a Highly Consistent, Dynamic and Skilled Text-to-Video Generator with Diffusion Models

Fan Bao, Chendong Xiang, Gang Yue, Guande He, Hongzhou Zhu, Kaiwen Zheng, Min Zhao, Shilong Liu, Yaole Wang, Jun Zhu

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

Comments Project page at https://www.shengshu-ai.com/vidu

3DTopia: Large Text-to-3D Generation Model with Hybrid Diffusion Priors

Fangzhou Hong, Jiaxiang Tang, Ziang Cao, Min Shi, Tong Wu, Zhaoxi Chen, Shuai Yang, Tengfei Wang, Liang Pan, Dahua Lin, Ziwei Liu

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

Comments Code available at https://github.com/3DTopia/3DTopia

SDDGR: Stable Diffusion-based Deep Generative Replay for Class Incremental Object Detection

Junsu Kim, Hoseong Cho, Jihyeon Kim, Yihalem Yimolal Tiruneh, Seungryul Baek

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

Comments Accept to CVPR 2024. The camera-ready version

DriftRec: Adapting diffusion models to blind JPEG restoration

Simon Welker, Henry N. Chapman, Timo Gerkmann

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

Comments (C) 2024 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works

Journal ref IEEE Transactions on Image Processing, Vol. 33, 2024

Mind the Gap Between Synthetic and Real: Utilizing Transfer Learning to Probe the Boundaries of Stable Diffusion Generated Data

Leonhard Hennicke, Christian Medeiros Adriano, Holger Giese, Jan Mathias Koehler, Lukas Schott

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

Gaussian Shading: Provable Performance-Lossless Image Watermarking for Diffusion Models

Zijin Yang, Kai Zeng, Kejiang Chen, Han Fang, Weiming Zhang, Nenghai Yu

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

Comments 17 pages, 11 figures, accepted by CVPR 2024

DiffCLIP: Leveraging Stable Diffusion for Language Grounded 3D Classification

Sitian Shen, Zilin Zhu, Linqian Fan, Harry Zhang, Xinxiao Wu

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

Stable Diffusion Dataset Generation for Downstream Classification Tasks

Eugenio Lomurno, Matteo D'Oria, Matteo Matteucci

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

MagicPose: Realistic Human Poses and Facial Expressions Retargeting with Identity-aware Diffusion

Di Chang, Yichun Shi, Quankai Gao, Jessica Fu, Hongyi Xu, Guoxian Song, Qing Yan, Yizhe Zhu, Xiao Yang, Mohammad Soleymani

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

Comments Accepted by ICML 2024. MagicPose and MagicDance are the same project. Website:https://boese0601.github.io/magicdance/ Code:https://github.com/Boese0601/MagicDance

Diffusion Time-step Curriculum for One Image to 3D Generation

Xuanyu Yi, Zike Wu, Qingshan Xu, Pan Zhou, Joo-Hwee Lim, Hanwang Zhang

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

Comments Accepted to CVPR 2024

DORSal: Diffusion for Object-centric Representations of Scenes et al

Allan Jabri, Sjoerd van Steenkiste, Emiel Hoogeboom, Mehdi S. M. Sajjadi, Thomas Kipf

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

Comments Accepted to ICLR 2024. Project page: https://www.sjoerdvansteenkiste.com/dorsal

DiffECG: A Versatile Probabilistic Diffusion Model for ECG Signals Synthesis

Nour Neifar, Achraf Ben-Hamadou, Afef Mdhaffar, Mohamed Jmaiel

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

Comments Accepted in IEEE SERA 2024 conference

ADM: Accelerated Diffusion Model via Estimated Priors for Robust Motion Prediction under Uncertainties

Jiahui Li, Tianle Shen, Zekai Gu, Jiawei Sun, Chengran Yuan, Yuhang Han, Shuo Sun, Marcelo H. Ang

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

Comments 7 pages, 4 figures

SynthBrainGrow: Synthetic Diffusion Brain Aging for Longitudinal MRI Data Generation in Young People

Anna Zapaishchykova, Benjamin H. Kann, Divyanshu Tak, Zezhong Ye, Daphne A. Haas-Kogan, Hugo J. W. L. Aerts

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

Comments 8 pages, 4 figures

AnomalyXFusion: Multi-modal Anomaly Synthesis with Diffusion

Jie Hu, Yawen Huang, Yilin Lu, Guoyang Xie, Guannan Jiang, Yefeng Zheng, Zhichao Lu

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

Pixel is a Barrier: Diffusion Models Are More Adversarially Robust Than We Think

Haotian Xue, Yongxin Chen

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

Correcting Diffusion-Based Perceptual Image Compression with Privileged End-to-End Decoder

Yiyang Ma, Wenhan Yang, Jiaying Liu

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

Comments Accepted by ICML 2024

Accelerating Diffusion Models for Inverse Problems through Shortcut Sampling

Gongye Liu, Haoze Sun, Jiayi Li, Fei Yin, Yujiu Yang

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

Comments full version; IJCAI 2024 accepted (main track)

Lazy Layers to Make Fine-Tuned Diffusion Models More Traceable

Haozhe Liu, Wentian Zhang, Bing Li, Bernard Ghanem, Jürgen Schmidhuber

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

Rethinking Real-world Image Deraining via An Unpaired Degradation-Conditioned Diffusion Model

Yiyang Shen, Mingqiang Wei, Yongzhen Wang, Xueyang Fu, Jing Qin

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

Comments 18 pages

Blurring Diffusion Models

Emiel Hoogeboom, Tim Salimans

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

Bridge to Non-Barrier Communication: Gloss-Prompted Fine-grained Cued Speech Gesture Generation with Diffusion Model

Wentao Lei, Li Liu, Jun Wang

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

Journal ref IJCAI 2024

MVDiffusion++: A Dense High-resolution Multi-view Diffusion Model for Single or Sparse-view 3D Object Reconstruction

Shitao Tang, Jiacheng Chen, Dilin Wang, Chengzhou Tang, Fuyang Zhang, Yuchen Fan, Vikas Chandra, Yasutaka Furukawa, Rakesh Ranjan

专题命中 扩散模型 ：diffusion(title)；text-to-image(abstract)；分类 cs.CV

Comments 3D generation, project page: https://mvdiffusion-plusplus.github.io/

FashionSD-X: Multimodal Fashion Garment Synthesis using Latent Diffusion

Abhishek Kumar Singh, Ioannis Patras

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

Comments 9 pages, 8 figures