图像生成 - arXivDaily 专题

2312.02139 2024-08-30 cs.CV cs.AI cs.LG 86%

DiffiT: Diffusion Vision Transformers for Image Generation

Ali Hatamizadeh, Jiaming Song, Guilin Liu, Jan Kautz, Arash Vahdat

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

Comments Accepted to ECCV'24

2408.02054 2024-08-06 cs.CV 86%

Step Saver: Predicting Minimum Denoising Steps for Diffusion Model Image Generation

Jean Yu, Haim Barad

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

2408.00891 2024-08-05 eess.IV cs.CV 86%

Temporal Evolution of Knee Osteoarthritis: A Diffusion-based Morphing Model for X-ray Medical Image Synthesis

Zhe Wang, Aladine Chetouani, Rachid Jennane, Yuhua Ru, Wasim Issa, Mohamed Jarraya

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

2407.13642 2024-07-19 cs.CV 86%

Open-Vocabulary 3D Semantic Segmentation with Text-to-Image Diffusion Models

Xiaoyu Zhu, Hao Zhou, Pengfei Xing, Long Zhao, Hao Xu, Junwei Liang, Alexander Hauptmann, Ting Liu, Andrew Gallagher

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

Comments ECCV 2024

2407.05428 2024-07-09 eess.IV cs.CV 86%

Diffusion as Sound Propagation: Physics-inspired Model for Ultrasound Image Generation

Marina Domínguez, Yordanka Velikova, Nassir Navab, Mohammad Farid Azampour

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

2407.03018 2024-07-04 cs.CV cs.AI 86%

An Organism Starts with a Single Pix-Cell: A Neural Cellular Diffusion for High-Resolution Image Synthesis

Marawan Elbatel, Konstantinos Kamnitsas, Xiaomeng Li

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

Comments MICCAI 2024

2406.00501 2024-06-04 cs.CV cs.LG 86%

Diffusion-based Image Generation for In-distribution Data Augmentation in Surface Defect Detection

Luigi Capogrosso, Federico Girella, Francesco Taioli, Michele Dalla Chiara, Muhammad Aqeel, Franco Fummi, Francesco Setti, Marco Cristani

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

Comments Accepted at the 19th International Conference on Computer Vision Theory and Applications (VISAPP 2024)

2308.15692 2024-05-03 cs.CV cs.CR 86%

Intriguing Properties of Diffusion Models: An Empirical Study of the Natural Attack Capability in Text-to-Image Generative Models

Takami Sato, Justin Yue, Nanze Chen, Ningfei Wang, Qi Alfred Chen

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

2303.06464 2024-05-03 cs.CV 86%

PARASOL: Parametric Style Control for Diffusion Image Synthesis

Gemma Canet Tarrés, Dan Ruta, Tu Bui, John Collomosse

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

Comments Camera-ready version

2307.08199 2024-04-16 cs.CV 86%

Unbiased Image Synthesis via Manifold Guidance in Diffusion Models

Xingzhe Su, Daixi Jia, Fengge Wu, Junsuo Zhao, Changwen Zheng, Wenwen Qiang

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

2404.04650 2024-04-09 cs.CV 86%

InitNO: Boosting Text-to-Image Diffusion Models via Initial Noise Optimization

Xiefan Guo, Jinlin Liu, Miaomiao Cui, Jiankai Li, Hongyu Yang, Di Huang

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

Comments Accepted by CVPR 2024

2403.14944 2024-03-25 cs.CV 86%

CLIP-VQDiffusion : Langauge Free Training of Text To Image generation using CLIP and vector quantized diffusion model

Seungdae Han, Joohee Kim

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

Comments 15 pages, 9 figures

2312.05767 2024-02-23 cs.CV 86%

AnomalyDiffusion: Few-Shot Anomaly Image Generation with Diffusion Model

Teng Hu, Jiangning Zhang, Ran Yi, Yuzhen Du, Xu Chen, Liang Liu, Yabiao Wang, Chengjie Wang

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

Comments AAAI 2024

2401.06144 2024-01-23 cs.CV cs.LG 86%

DFU: scale-robust diffusion model for zero-shot super-resolution image generation

Alex Havrilla, Kevin Rojas, Wenjing Liao, Molei Tao

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

2303.09375 2023-12-12 cs.CV 86%

DINAR: Diffusion Inpainting of Neural Textures for One-Shot Human Avatars

David Svitov, Dmitrii Gudkov, Renat Bashirov, Victor Lempitsky

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

2312.01152 2023-12-05 eess.IV cs.CV 86%

Ultra-Resolution Cascaded Diffusion Model for Gigapixel Image Synthesis in Histopathology

Sarah Cechnicka, Hadrien Reynaud, James Ball, Naomi Simmonds, Catherine Horsfield, Andrew Smith, Candice Roufosse, Bernhard Kainz

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

Comments MedNeurIPS 2023 poster

2311.16555 2023-11-29 cs.CV 86%

Enhancing Scene Text Detectors with Realistic Text Image Synthesis Using Diffusion Models

Ling Fu, Zijie Wu, Yingying Zhu, Yuliang Liu, Xiang Bai

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

2306.13384 2023-10-26 eess.IV cs.CV cs.LG 86%

DiffInfinite: Large Mask-Image Synthesis via Parallel Random Patch Diffusion in Histopathology

Marco Aversa, Gabriel Nobis, Miriam Hägele, Kai Standvoss, Mihaela Chirica, Roderick Murray-Smith, Ahmed Alaa, Lukas Ruff, Daniela Ivanova, Wojciech Samek, Frederick Klauschen, Bruno Sanguinetti, Luis Oala

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

2302.10326 2023-08-21 cs.CV cs.LG 86%

Unsupervised Out-of-Distribution Detection with Diffusion Inpainting

Zhenzhen Liu, Jin Peng Zhou, Yufan Wang, Kilian Q. Weinberger

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

Comments ICML 2023

2305.05424 2023-08-16 eess.IV cs.CV cs.LG 86%

Echo from noise: synthetic ultrasound image generation using diffusion models for real image segmentation

David Stojanovski, Uxio Hermida, Pablo Lamata, Arian Beqiri, Alberto Gomez

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

2302.11710 2023-08-02 cs.CV 86%

Controlled and Conditional Text to Image Generation with Diffusion Prior

Pranav Aggarwal, Hareesh Ravi, Naveen Marri, Sachin Kelkar, Fengbin Chen, Vinh Khuc, Midhun Harikumar, Ritiz Tambi, Sudharshan Reddy Kakumanu, Purvak Lapsiya, Alvin Ghouas, Sarah Saber, Malavika Ramprasad, Baldo Faieta, Ajinkya Kale

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

2307.01148 2023-07-07 cs.CV eess.IV 86%

Investigating Data Memorization in 3D Latent Diffusion Models for Medical Image Synthesis

Salman Ul Hassan Dar, Arman Ghanaat, Jannik Kahmann, Isabelle Ayx, Theano Papavassiliu, Stefan O. Schoenberg, Sandy Engelhardt

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

2305.01138 2023-05-03 eess.IV cs.CV 86%

High-Fidelity Image Synthesis from Pulmonary Nodule Lesion Maps using Semantic Diffusion Model

Xuan Zhao, Benjamin Hou

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

Comments 4 pages, 1 figure, submitted to MIDL 2023

2304.02012 2023-04-14 cs.CV cs.AI cs.LG 86%

EGC: Image Generation and Classification via a Diffusion Energy-Based Model

Qiushan Guo, Chuofan Ma, Yi Jiang, Zehuan Yuan, Yizhou Yu, Ping Luo

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

2303.11477 2023-03-22 eess.IV cs.CV q-bio.QM 86%

NASDM: Nuclei-Aware Semantic Histopathology Image Generation Using Diffusion Models

Aman Shrivastava, P. Thomas Fletcher

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

Comments 10 pages, 3 figures

2208.08664 2023-03-17 cs.CV cs.LG 86%

Enhancing Diffusion-Based Image Synthesis with Robust Classifier Guidance

Bahjat Kawar, Roy Ganz, Michael Elad

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

Comments Accepted to TMLR

2211.11138 2022-11-22 cs.CV 86%

Diffusion-Based Scene Graph to Image Generation with Masked Contrastive Pre-Training

Ling Yang, Zhilin Huang, Yang Song, Shenda Hong, Guohao Li, Wentao Zhang, Bin Cui, Bernard Ghanem, Ming-Hsuan Yang

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

Comments Code and models shall be released at https://github.com/YangLing0818/SGDiff

2106.15282 2021-12-20 cs.CV cs.AI cs.LG 86%

Cascaded Diffusion Models for High Fidelity Image Generation

Jonathan Ho, Chitwan Saharia, William Chan, David J. Fleet, Mohammad Norouzi, Tim Salimans

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

2111.13606 2021-11-29 cs.LG cs.CV stat.ML 86%

Conditional Image Generation with Score-Based Diffusion Models

Georgios Batzolis, Jan Stanczuk, Carola-Bibiane Schönlieb, Christian Etmann

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

2111.12701 2021-11-25 cs.CV cs.LG 86%

Unleashing Transformers: Parallel Token Prediction with Discrete Absorbing Diffusion for Fast High-Resolution Image Generation from Vector-Quantized Codes

Sam Bond-Taylor, Peter Hessey, Hiroshi Sasaki, Toby P. Breckon, Chris G. Willcocks

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

Comments 19 pages, 14 figures

1. 扩散模型 69868 篇

DiffiT: Diffusion Vision Transformers for Image Generation

Step Saver: Predicting Minimum Denoising Steps for Diffusion Model Image Generation

Temporal Evolution of Knee Osteoarthritis: A Diffusion-based Morphing Model for X-ray Medical Image Synthesis

Open-Vocabulary 3D Semantic Segmentation with Text-to-Image Diffusion Models

Diffusion as Sound Propagation: Physics-inspired Model for Ultrasound Image Generation

An Organism Starts with a Single Pix-Cell: A Neural Cellular Diffusion for High-Resolution Image Synthesis

Diffusion-based Image Generation for In-distribution Data Augmentation in Surface Defect Detection

Intriguing Properties of Diffusion Models: An Empirical Study of the Natural Attack Capability in Text-to-Image Generative Models

PARASOL: Parametric Style Control for Diffusion Image Synthesis

Unbiased Image Synthesis via Manifold Guidance in Diffusion Models

InitNO: Boosting Text-to-Image Diffusion Models via Initial Noise Optimization

CLIP-VQDiffusion : Langauge Free Training of Text To Image generation using CLIP and vector quantized diffusion model

AnomalyDiffusion: Few-Shot Anomaly Image Generation with Diffusion Model

DFU: scale-robust diffusion model for zero-shot super-resolution image generation

DINAR: Diffusion Inpainting of Neural Textures for One-Shot Human Avatars

Ultra-Resolution Cascaded Diffusion Model for Gigapixel Image Synthesis in Histopathology

Enhancing Scene Text Detectors with Realistic Text Image Synthesis Using Diffusion Models

DiffInfinite: Large Mask-Image Synthesis via Parallel Random Patch Diffusion in Histopathology

Unsupervised Out-of-Distribution Detection with Diffusion Inpainting

Echo from noise: synthetic ultrasound image generation using diffusion models for real image segmentation

Controlled and Conditional Text to Image Generation with Diffusion Prior

Investigating Data Memorization in 3D Latent Diffusion Models for Medical Image Synthesis

High-Fidelity Image Synthesis from Pulmonary Nodule Lesion Maps using Semantic Diffusion Model

EGC: Image Generation and Classification via a Diffusion Energy-Based Model

NASDM: Nuclei-Aware Semantic Histopathology Image Generation Using Diffusion Models

Enhancing Diffusion-Based Image Synthesis with Robust Classifier Guidance

Diffusion-Based Scene Graph to Image Generation with Masked Contrastive Pre-Training

Cascaded Diffusion Models for High Fidelity Image Generation

Conditional Image Generation with Score-Based Diffusion Models

Unleashing Transformers: Parallel Token Prediction with Discrete Absorbing Diffusion for Fast High-Resolution Image Generation from Vector-Quantized Codes