图像生成

Generating on Generated: An Approach Towards Self-Evolving Diffusion Models

Xulu Zhang, Xiaoyong Wei, Jinlin Wu, Jiaxin Wu, Zhaoxiang Zhang, Zhen Lei, Qing Li

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

Redistribute Ensemble Training for Mitigating Memorization in Diffusion Models

Xiaoliu Guan, Yu Wu, Huayang Huang, Xiao Liu, Jiaxu Miao, Yi Yang

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

Comments 12 pages,9 figures. arXiv admin note: substantial text overlap with arXiv:2407.15328

HistoSmith: Single-Stage Histology Image-Label Generation via Conditional Latent Diffusion for Enhanced Cell Segmentation and Classification

Valentina Vadori, Jean-Marie Graïc, Antonella Peruffo, Livio Finos, Ujwala Kiran Chaudhari, Enrico Grisan

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

ImPoster: Text and Frequency Guidance for Subject Driven Action Personalization using Diffusion Models

Divya Kothandaraman, Kuldeep Kulkarni, Sumit Shekhar, Balaji Vasan Srinivasan, Dinesh Manocha

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

Journal ref COLING 2025

CausalGeD: Blending Causality and Diffusion for Spatial Gene Expression Generation

Rabeya Tus Sadia, Md Atik Ahamed, Qiang Cheng

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

Efficient Image-to-Image Diffusion Classifier for Adversarial Robustness

Hefei Mei, Minjing Dong, Chang Xu

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

MemControl: Mitigating Memorization in Diffusion Models via Automated Parameter Selection

Raman Dutt, Ondrej Bohdal, Pedro Sanchez, Sotirios A. Tsaftaris, Timothy Hospedales

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

Comments Accepted into WACV 2025 (Applications Track)

SSDD-GAN: Single-Step Denoising Diffusion GAN for Cochlear Implant Surgical Scene Completion

Yike Zhang, Eduardo Davalos, Jack Noble

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

Beyond and Free from Diffusion: Invertible Guided Consistency Training

Chia-Hong Hsu, Shiu-hong Kao, Randall Balestriero

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

When are Diffusion Priors Helpful in Sparse Reconstruction? A Study with Sparse-view CT

Matt Y. Cheung, Sophia Zorek, Tucker J. Netherton, Laurence E. Court, Sadeer Al-Kindi, Ashok Veeraraghavan, Guha Balakrishnan

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

Comments Accepted at IEEE ISBI 2025, 5 pages, 2 figures, 1 table

MakeAnything: Harnessing Diffusion Transformers for Multi-Domain Procedural Sequence Generation

Yiren Song, Cheng Liu, Mike Zheng Shou

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

Long Tail Image Generation Through Feature Space Augmentation and Iterated Learning

Rafael Elberg, Denis Parra, Mircea Petrache

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

Dfilled: Repurposing Edge-Enhancing Diffusion for Guided DSM Void Filling

Daniel Panangian, Ksenia Bittner

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

Comments Accepted to IEEE/CVF Winter Conference on Applications of Computer Vision Workshops (WACVW)

Diffusion Autoencoders are Scalable Image Tokenizers

Yinbo Chen, Rohit Girdhar, Xiaolong Wang, Sai Saketh Rambhatla, Ishan Misra

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

Comments Project page: https://yinboc.github.io/dito/

RelightVid: Temporal-Consistent Diffusion Model for Video Relighting

Ye Fang, Zeyi Sun, Shangzhan Zhang, Tong Wu, Yinghao Xu, Pan Zhang, Jiaqi Wang, Gordon Wetzstein, Dahua Lin

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

Diffusion Models to Enhance the Resolution of Microscopy Images: A Tutorial

Harshith Bachimanchi, Giovanni Volpe

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

Comments 45 pages, 8 figures

LiteVAE: Lightweight and Efficient Variational Autoencoders for Latent Diffusion Models

Seyedmorteza Sadat, Jakob Buhmann, Derek Bradley, Otmar Hilliges, Romann M. Weber

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

Comments Published as a conference paper at NeurIPS 2024

Journal ref The Thirty-Eighth Annual Conference on Neural Information Processing Systems (NeurIPS 2024)

Ditto: Accelerating Diffusion Model via Temporal Value Similarity

Sungbin Kim, Hyunwuk Lee, Wonho Cho, Mincheol Park, Won Woo Ro

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

Comments Accepted for publication at the 2025 IEEE International Symposium on High-Performance Computer Architecture (HPCA 2025)

Inference-Time Scaling for Diffusion Models beyond Scaling Denoising Steps

Nanye Ma, Shangyuan Tong, Haolin Jia, Hexiang Hu, Yu-Chuan Su, Mingda Zhang, Xuan Yang, Yandong Li, Tommi Jaakkola, Xuhui Jia, Saining Xie

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

Derm-T2IM: Harnessing Synthetic Skin Lesion Data via Stable Diffusion Models for Enhanced Skin Disease Classification using ViT and CNN

Muhammad Ali Farooq, Wang Yao, Michael Schukat, Mark A Little, Peter Corcoran

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

Comments Paper is submitted in EMBC 2024 Conference

SimGen: A Diffusion-Based Framework for Simultaneous Surgical Image and Segmentation Mask Generation

Aditya Bhat, Rupak Bose, Chinedu Innocent Nwoye, Nicolas Padoy

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

Comments 12 pages, 17 figures, 4 tables, project page at https://camma-public.github.io/endogen/

Enhanced Multi-Scale Cross-Attention for Person Image Generation

Hao Tang, Ling Shao, Nicu Sebe, Luc Van Gool

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

Comments Accepted to TPAMI, an extended version of a paper published in ECCV2020. arXiv admin note: substantial text overlap with arXiv:2007.09278

Watermarking in Diffusion Model: Gaussian Shading with Exact Diffusion Inversion via Coupled Transformations (EDICT)

Krishna Panthi

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

Comments 5 pages

Enhancing Image Generation Fidelity via Progressive Prompts

Zhen Xiong, Yuqi Li, Chuanguang Yang, Tiao Tan, Zhihong Zhu, Siyuan Li, Yue Ma

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

Comments Accepted by ICASSP 2025, Github: https://github.com/ZhenXiong-dl/ICASSP2025-RCAC

Personalized Preference Fine-tuning of Diffusion Models

Meihua Dang, Anikait Singh, Linqi Zhou, Stefano Ermon, Jiaming Song

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

Diffusion Prism: Enhancing Diversity and Morphology Consistency in Mask-to-Image Diffusion

Hao Wang, Xiwen Chen, Ashish Bastola, Jiayou Qin, Abolfazl Razi

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

Zero-1-to-G: Taming Pretrained 2D Diffusion Model for Direct 3D Generation

Xuyi Meng, Chen Wang, Jiahui Lei, Kostas Daniilidis, Jiatao Gu, Lingjie Liu

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

FlexCache: Flexible Approximate Cache System for Video Diffusion

Desen Sun, Henry Tian, Tim Lu, Sihang Liu

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

Open-Source Acceleration of Stable-Diffusion.cpp Deployable on All Devices

Jingxu Ng, Cheng Lv, Pu Zhao, Wei Niu, Juyi Lin, Minzhou Pan, Yun Liang, Yanzhi Wang

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

MedSegDiffNCA: Diffusion Models With Neural Cellular Automata for Skin Lesion Segmentation

Avni Mittal, John Kalkhof, Anirban Mukhopadhyay, Arnav Bhavsar

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

Comments 5 pages, 3 figures