图像生成 - arXivDaily 专题

2401.14404 2024-01-26 cs.CV cs.LG 83%

Deconstructing Denoising Diffusion Models for Self-Supervised Learning

Xinlei Chen, Zhuang Liu, Saining Xie, Kaiming He

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

Comments Technical report, 10 pages

2306.08877 2024-01-25 cs.CL cs.CV 83%

Linguistic Binding in Diffusion Models: Enhancing Attribute Correspondence through Attention Map Alignment

Royi Rassin, Eran Hirsch, Daniel Glickman, Shauli Ravfogel, Yoav Goldberg, Gal Chechik

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

Comments Accepted to NeurIPS 2023 (oral). Our code is publicly available at https://github.com/RoyiRa/Syntax-Guided-Generation

2309.02773 2024-01-23 cs.CV 83%

Diffusion Model is Secretly a Training-free Open Vocabulary Semantic Segmenter

Jinglong Wang, Xiawei Li, Jing Zhang, Qingyuan Xu, Qin Zhou, Qian Yu, Lu Sheng, Dong Xu

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

2303.11681 2024-01-23 cs.CV 83%

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

Weijia Wu, Yuzhong Zhao, Mike Zheng Shou, Hong Zhou, Chunhua Shen

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

Journal ref ICCV 2023

2208.05481 2024-01-23 eess.IV cs.CV cs.LG 83%

High-Frequency Space Diffusion Models for Accelerated MRI

Chentao Cao, Zhuo-Xu Cui, Yue Wang, Shaonan Liu, Taijin Chen, Hairong Zheng, Dong Liang, Yanjie Zhu

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

Comments accepted for IEEE TMI

2401.10404 2024-01-22 cs.CV 83%

Inflation with Diffusion: Efficient Temporal Adaptation for Text-to-Video Super-Resolution

Xin Yuan, Jinoo Baek, Keyang Xu, Omer Tov, Hongliang Fei

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

Comments WACV'24 workshop

2310.14197 2024-01-22 eess.IV cs.CV 83%

Diffusion-based Data Augmentation for Nuclei Image Segmentation

Xinyi Yu, Guanbin Li, Wei Lou, Siqi Liu, Xiang Wan, Yan Chen, Haofeng Li

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

Comments MICCAI 2023, released code: https://github.com/lhaof/Nudiff

2309.14068 2024-01-19 cs.LG cs.CV 83%

Soft Mixture Denoising: Beyond the Expressive Bottleneck of Diffusion Models

Yangming Li, Boris van Breugel, Mihaela van der Schaar

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

Comments Accepted by ICLR-2024

2308.05021 2024-01-19 cs.LG cs.CV 83%

On Error Propagation of Diffusion Models

Yangming Li, Mihaela van der Schaar

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

Comments Accepted by ICLR-2024

2401.09921 2024-01-19 cs.CV 83%

BlenDA: Domain Adaptive Object Detection through diffusion-based blending

Tzuhsuan Huang, Chen-Che Huang, Chung-Hao Ku, Jun-Cheng Chen

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

Comments ICASSP(2024):2024 IEEE International Conference on Acoustics, Speech and Signal Processing

2401.07087 2024-01-17 cs.CV cs.CR cs.LG 83%

Exploring Adversarial Attacks against Latent Diffusion Model from the Perspective of Adversarial Transferability

Junxi Chen, Junhao Dong, Xiaohua Xie

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

Comments 24 pages, 13 figures

2401.07049 2024-01-17 quant-ph cs.CV 83%

Quantum Denoising Diffusion Models

Michael Kölle, Gerhard Stenzel, Jonas Stein, Sebastian Zielinski, Björn Ommer, Claudia Linnhoff-Popien

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

2206.11892 2024-01-15 cs.CV cs.LG 83%

DDPM-CD: Denoising Diffusion Probabilistic Models as Feature Extractors for Change Detection

Wele Gedara Chaminda Bandara, Nithin Gopalakrishnan Nair, Vishal M. Patel

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

Comments Code available at: https://github.com/wgcban/ddpm-cd

2401.02677 2024-01-08 cs.CV cs.AI 83%

Progressive Knowledge Distillation Of Stable Diffusion XL Using Layer Level Loss

Yatharth Gupta, Vishnu V. Jaddipal, Harish Prabhala, Sayak Paul, Patrick Von Platen

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

2305.13301 2024-01-08 cs.LG cs.AI cs.CV 83%

Training Diffusion Models with Reinforcement Learning

Kevin Black, Michael Janner, Yilun Du, Ilya Kostrikov, Sergey Levine

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

Comments 23 pages, 16 figures

2401.02126 2024-01-05 cs.CV 83%

Unified Diffusion-Based Rigid and Non-Rigid Editing with Text and Image Guidance

Jiacheng Wang, Ping Liu, Wei Xu

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

Comments 15 pages, 13 figures

2312.13763 2024-01-04 cs.CV cs.LG 83%

Align Your Gaussians: Text-to-4D with Dynamic 3D Gaussians and Composed Diffusion Models

Huan Ling, Seung Wook Kim, Antonio Torralba, Sanja Fidler, Karsten Kreis

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

Comments Project page: https://research.nvidia.com/labs/toronto-ai/AlignYourGaussians/

2303.09541 2024-01-02 cs.CV 83%

Diffusion-HPC: Synthetic Data Generation for Human Mesh Recovery in Challenging Domains

Zhenzhen Weng, Laura Bravo-Sánchez, Serena Yeung-Levy

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

2306.06874 2024-01-01 cs.CR cs.CV cs.LG 83%

VillanDiffusion: A Unified Backdoor Attack Framework for Diffusion Models

Sheng-Yen Chou, Pin-Yu Chen, Tsung-Yi Ho

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

Comments Accepted by NeurIPS 2023, NeurIPS 2023 BUGS Workshop Oral

2306.04990 2023-12-29 cs.CV 83%

Multi-Architecture Multi-Expert Diffusion Models

Yunsung Lee, Jin-Young Kim, Hyojun Go, Myeongho Jeong, Shinhyeok Oh, Seungtaek Choi

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

Comments To be published in the AAAI 2024 Proceedings Main Track

2304.14530 2023-12-29 cs.CV cs.LG 83%

Generating images of rare concepts using pre-trained diffusion models

Dvir Samuel, Rami Ben-Ari, Simon Raviv, Nir Darshan, Gal Chechik

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

Comments Accepted to AAAI 2024

2305.15581 2023-12-29 cs.CV 83%

Unsupervised Semantic Correspondence Using Stable Diffusion

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

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

Comments Project website: https://github.com/ubc-vision/LDM_correspondences

2312.15540 2023-12-27 cs.CV 83%

Amodal Completion via Progressive Mixed Context Diffusion

Katherine Xu, Lingzhi Zhang, Jianbo Shi

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

2301.11798 2023-12-27 eess.IV cs.CV 83%

MedSegDiff-V2: Diffusion based Medical Image Segmentation with Transformer

Junde Wu, Wei Ji, Huazhu Fu, Min Xu, Yueming Jin, Yanwu Xu

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

Comments Code will be released at https://github.com/KidsWithTokens/MedSegDiff

2312.14733 2023-12-25 cs.CV 83%

Harnessing Diffusion Models for Visual Perception with Meta Prompts

Qiang Wan, Zilong Huang, Bingyi Kang, Jiashi Feng, Li Zhang

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

2312.13913 2023-12-25 cs.CV 83%

Paint3D: Paint Anything 3D with Lighting-Less Texture Diffusion Models

Xianfang Zeng, Xin Chen, Zhongqi Qi, Wen Liu, Zibo Zhao, Zhibin Wang, Bin Fu, Yong Liu, Gang Yu

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

Comments Project Website: https://github.com/OpenTexture/Paint3D

2311.03830 2023-12-22 cs.CV cs.AI 83%

Reducing Spatial Fitting Error in Distillation of Denoising Diffusion Models

Shengzhe Zhou, Zejian Lee, Shengyuan Zhang, Lefan Hou, Changyuan Yang, Guang Yang, Zhiyuan Yang, Lingyun Sun

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

Comments AAAI 2024

2312.13253 2023-12-21 cs.CV cs.AI cs.LG 83%

Conditional Image Generation with Pretrained Generative Model

Rajesh Shrestha, Bowen Xie

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

2312.12649 2023-12-21 eess.IV cs.CV 83%

Surf-CDM: Score-Based Surface Cold-Diffusion Model For Medical Image Segmentation

Fahim Ahmed Zaman, Mathews Jacob, Amanda Chang, Kan Liu, Milan Sonka, Xiaodong Wu

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

Comments 5 pages, 5 figures, conference

2312.04875 2023-12-21 cs.CV 83%

MVDD: Multi-View Depth Diffusion Models

Zhen Wang, Qiangeng Xu, Feitong Tan, Menglei Chai, Shichen Liu, Rohit Pandey, Sean Fanello, Achuta Kadambi, Yinda Zhang

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

1. 扩散模型 70050 篇

Deconstructing Denoising Diffusion Models for Self-Supervised Learning

Linguistic Binding in Diffusion Models: Enhancing Attribute Correspondence through Attention Map Alignment

Diffusion Model is Secretly a Training-free Open Vocabulary Semantic Segmenter

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

High-Frequency Space Diffusion Models for Accelerated MRI

Inflation with Diffusion: Efficient Temporal Adaptation for Text-to-Video Super-Resolution

Diffusion-based Data Augmentation for Nuclei Image Segmentation

Soft Mixture Denoising: Beyond the Expressive Bottleneck of Diffusion Models

On Error Propagation of Diffusion Models

BlenDA: Domain Adaptive Object Detection through diffusion-based blending

Exploring Adversarial Attacks against Latent Diffusion Model from the Perspective of Adversarial Transferability

Quantum Denoising Diffusion Models

DDPM-CD: Denoising Diffusion Probabilistic Models as Feature Extractors for Change Detection

Progressive Knowledge Distillation Of Stable Diffusion XL Using Layer Level Loss

Training Diffusion Models with Reinforcement Learning

Unified Diffusion-Based Rigid and Non-Rigid Editing with Text and Image Guidance

Align Your Gaussians: Text-to-4D with Dynamic 3D Gaussians and Composed Diffusion Models

Diffusion-HPC: Synthetic Data Generation for Human Mesh Recovery in Challenging Domains

VillanDiffusion: A Unified Backdoor Attack Framework for Diffusion Models

Multi-Architecture Multi-Expert Diffusion Models

Generating images of rare concepts using pre-trained diffusion models

Unsupervised Semantic Correspondence Using Stable Diffusion

Amodal Completion via Progressive Mixed Context Diffusion

MedSegDiff-V2: Diffusion based Medical Image Segmentation with Transformer

Harnessing Diffusion Models for Visual Perception with Meta Prompts

Paint3D: Paint Anything 3D with Lighting-Less Texture Diffusion Models

Reducing Spatial Fitting Error in Distillation of Denoising Diffusion Models

Conditional Image Generation with Pretrained Generative Model

Surf-CDM: Score-Based Surface Cold-Diffusion Model For Medical Image Segmentation

MVDD: Multi-View Depth Diffusion Models