图像生成

Greedy Growing Enables High-Resolution Pixel-Based Diffusion Models

Cristina N. Vasconcelos, Abdullah Rashwan, Austin Waters, Trevor Walker, Keyang Xu, Jimmy Yan, Rui Qian, Shixin Luo, Zarana Parekh, Andrew Bunner, Hongliang Fei, Roopal Garg, Mandy Guo, Ivana Kajic, Yeqing Li, Henna Nandwani, Jordi Pont-Tuset, Yasumasa Onoe, Sarah Rosston, Su Wang, Wenlei Zhou, Kevin Swersky, David J. Fleet, Jason M. Baldridge, Oliver Wang

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

WMAdapter: Adding WaterMark Control to Latent Diffusion Models

Hai Ci, Yiren Song, Pei Yang, Jinheng Xie, Mike Zheng Shou

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

Comments 20 pages, 13 figures

ExtraNeRF: Visibility-Aware View Extrapolation of Neural Radiance Fields with Diffusion Models

Meng-Li Shih, Wei-Chiu Ma, Lorenzo Boyice, Aleksander Holynski, Forrester Cole, Brian L. Curless, Janne Kontkanen

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

Comments 8 pages, 8 figures, CVPR2024

Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

Keyu Tian, Yi Jiang, Zehuan Yuan, Bingyue Peng, Liwei Wang

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

Comments Demo website: https://var.vision/

3D MRI Synthesis with Slice-Based Latent Diffusion Models: Improving Tumor Segmentation Tasks in Data-Scarce Regimes

Aghiles Kebaili, Jérôme Lapuyade-Lahorgue, Pierre Vera, Su Ruan

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

Understanding the Limitations of Diffusion Concept Algebra Through Food

E. Zhixuan Zeng, Yuhao Chen, Alexander Wong

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

EffiVED:Efficient Video Editing via Text-instruction Diffusion Models

Zhenghao Zhang, Zuozhuo Dai, Long Qin, Weizhi Wang

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

Distribution-Aware Data Expansion with Diffusion Models

Haowei Zhu, Ling Yang, Jun-Hai Yong, Hongzhi Yin, Jiawei Jiang, Meng Xiao, Wentao Zhang, Bin Wang

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

Comments Project: https://github.com/haoweiz23/DistDiff

Differentially Private Fine-Tuning of Diffusion Models

Yu-Lin Tsai, Yizhe Li, Zekai Chen, Po-Yu Chen, Chia-Mu Yu, Xuebin Ren, Francois Buet-Golfouse

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

Comments 16 pages, 5 figures, 11 tables

pOps: Photo-Inspired Diffusion Operators

Elad Richardson, Yuval Alaluf, Ali Mahdavi-Amiri, Daniel Cohen-Or

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

Comments Project Page: https://popspaper.github.io/pOps/

$Δ$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Pengtao Chen, Mingzhu Shen, Peng Ye, Jianjian Cao, Chongjun Tu, Christos-Savvas Bouganis, Yiren Zhao, Tao Chen

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

Comments 12 pages, 6 figures, 6 tables

Characteristic Guidance: Non-linear Correction for Diffusion Model at Large Guidance Scale

Candi Zheng, Yuan Lan

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

Comments 8 pages, 7 figures

LatentMan: Generating Consistent Animated Characters using Image Diffusion Models

Abdelrahman Eldesokey, Peter Wonka

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

Comments CVPRW 2024. Project page: https://abdo-eldesokey.github.io/latentman/

Spectrum-Aware Parameter Efficient Fine-Tuning for Diffusion Models

Xinxi Zhang, Song Wen, Ligong Han, Felix Juefei-Xu, Akash Srivastava, Junzhou Huang, Hao Wang, Molei Tao, Dimitris N. Metaxas

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

Kaleido Diffusion: Improving Conditional Diffusion Models with Autoregressive Latent Modeling

Jiatao Gu, Ying Shen, Shuangfei Zhai, Yizhe Zhang, Navdeep Jaitly, Joshua M. Susskind

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

Comments 22 pages, 14 figures

Text Modality Oriented Image Feature Extraction for Detecting Diffusion-based DeepFake

Di Yang, Yihao Huang, Qing Guo, Felix Juefei-Xu, Xiaojun Jia, Run Wang, Geguang Pu, Yang Liu

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

ViViD: Video Virtual Try-on using Diffusion Models

Zixun Fang, Wei Zhai, Aimin Su, Hongliang Song, Kai Zhu, Mao Wang, Yu Chen, Zhiheng Liu, Yang Cao, Zheng-Jun Zha

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

Diff-Plugin: Revitalizing Details for Diffusion-based Low-level Tasks

Yuhao Liu, Zhanghan Ke, Fang Liu, Nanxuan Zhao, Rynson W. H. Lau

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

Comments Accepted to CVPR2024. Replaced some celebrity images to avoid copyright disputes

AutoDIR: Automatic All-in-One Image Restoration with Latent Diffusion

Yitong Jiang, Zhaoyang Zhang, Tianfan Xue, Jinwei Gu

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

I2VEdit: First-Frame-Guided Video Editing via Image-to-Video Diffusion Models

Wenqi Ouyang, Yi Dong, Lei Yang, Jianlou Si, Xingang Pan

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

Comments 19 pages

Pruning for Robust Concept Erasing in Diffusion Models

Tianyun Yang, Juan Cao, Chang Xu

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

Comments Under review

Scaling Diffusion Mamba with Bidirectional SSMs for Efficient Image and Video Generation

Shentong Mo, Yapeng Tian

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

Critical windows: non-asymptotic theory for feature emergence in diffusion models

Marvin Li, Sitan Chen

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

Ctrl-Adapter: An Efficient and Versatile Framework for Adapting Diverse Controls to Any Diffusion Model

Han Lin, Jaemin Cho, Abhay Zala, Mohit Bansal

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

Comments First two authors contributed equally; Project page: https://ctrl-adapter.github.io/

MuLan: Multimodal-LLM Agent for Progressive and Interactive Multi-Object Diffusion

Sen Li, Ruochen Wang, Cho-Jui Hsieh, Minhao Cheng, Tianyi Zhou

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

Comments Added the application to human-agent interaction; added discussion with concurrent work

Breaking Free: How to Hack Safety Guardrails in Black-Box Diffusion Models!

Shashank Kotyan, Po-Yuan Mao, Pin-Yu Chen, Danilo Vasconcellos Vargas

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

Unsupervised Keypoints from Pretrained Diffusion Models

Eric Hedlin, Gopal Sharma, Shweta Mahajan, Xingzhe He, Hossam Isack, Abhishek Kar Helge Rhodin, Andrea Tagliasacchi, Kwang Moo Yi

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

Improving Diffusion Models for Inverse Problems using Manifold Constraints

Hyungjin Chung, Byeongsu Sim, Dohoon Ryu, Jong Chul Ye

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

Comments NeurIPS 2022 camera-ready; 29 pages, 16 figures

Dual3D: Efficient and Consistent Text-to-3D Generation with Dual-mode Multi-view Latent Diffusion

Xinyang Li, Zhangyu Lai, Linning Xu, Jianfei Guo, Liujuan Cao, Shengchuan Zhang, Bo Dai, Rongrong Ji

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

Comments Project Page: https://dual3d.github.io

DeCoDEx: Confounder Detector Guidance for Improved Diffusion-based Counterfactual Explanations

Nima Fathi, Amar Kumar, Brennan Nichyporuk, Mohammad Havaei, Tal Arbel

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

Comments Accepted to Medical Imaging with Deep Learning (MIDL) 2024