图像生成 - arXivDaily 专题

2409.01199 2024-09-10 cs.CV eess.IV 79%

OD-VAE: An Omni-dimensional Video Compressor for Improving Latent Video Diffusion Model

Liuhan Chen, Zongjian Li, Bin Lin, Bin Zhu, Qian Wang, Shenghai Yuan, Xing Zhou, Xinhua Cheng, Li Yuan

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

Comments https://github.com/PKU-YuanGroup/Open-Sora-Plan

2408.14846 2024-09-10 cs.CV 79%

Diffusion-Occ: 3D Point Cloud Completion via Occupancy Diffusion

Guoqing Zhang, Jian Liu

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

Comments After a closer examination of our work, we've determined that our experiments are not thorough and robust enough, possibly impacting the accuracy of our conclusions. Hence, we've decided to withdraw our article and, after refining our experiments, intend to resubmit the paper once significant improvements have been made

2407.11398 2024-09-10 cs.CV 79%

Animate3D: Animating Any 3D Model with Multi-view Video Diffusion

Yanqin Jiang, Chaohui Yu, Chenjie Cao, Fan Wang, Weiming Hu, Jin Gao

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

Comments Project Page: https://animate3d.github.io/

2406.07487 2024-09-10 cs.CV 79%

GLAD: Towards Better Reconstruction with Global and Local Adaptive Diffusion Models for Unsupervised Anomaly Detection

Hang Yao, Ming Liu, Haolin Wang, Zhicun Yin, Zifei Yan, Xiaopeng Hong, Wangmeng Zuo

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

Comments Accepted by ECCV 2024, code and models: https://github.com/hyao1/GLAD. Due to the limitation "The abstract field cannot be longer than 1,920 characters", the abstract here is shorter than that in the PDF file

2311.08955 2024-09-10 cs.CV eess.IV 79%

A Spectral Diffusion Prior for Hyperspectral Image Super-Resolution

Jianjun Liu, Zebin Wu, Liang Xiao

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

Journal ref IEEE Transactions on Geoscience and Remote Sensing, 2024

2303.09627 2024-09-10 eess.IV cs.CV 79%

Denoising Diffusion Post-Processing for Low-Light Image Enhancement

Savvas Panagiotou, Anna S. Bosman

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

2409.04060 2024-09-09 cs.CV cs.AI cs.LG 79%

D4: Text-guided diffusion model-based domain adaptive data augmentation for vineyard shoot detection

Kentaro Hirahara, Chikahito Nakane, Hajime Ebisawa, Tsuyoshi Kuroda, Yohei Iwaki, Tomoyoshi Utsumi, Yuichiro Nomura, Makoto Koike, Hiroshi Mineno

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

2409.03755 2024-09-06 cs.CV 79%

DC-Solver: Improving Predictor-Corrector Diffusion Sampler via Dynamic Compensation

Wenliang Zhao, Haolin Wang, Jie Zhou, Jiwen Lu

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

Comments Accepted by ECCV 2024

2409.03455 2024-09-06 cs.CV 79%

Data-free Distillation with Degradation-prompt Diffusion for Multi-weather Image Restoration

Pei Wang, Xiaotong Luo, Yuan Xie, Yanyun Qu

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

2409.03326 2024-09-06 cs.CV 79%

Enhancing User-Centric Privacy Protection: An Interactive Framework through Diffusion Models and Machine Unlearning

Huaxi Huang, Xin Yuan, Qiyu Liao, Dadong Wang, Tongliang Liu

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

2409.03106 2024-09-06 cs.CV 79%

Spatial Diffusion for Cell Layout Generation

Chen Li, Xiaoling Hu, Shahira Abousamra, Meilong Xu, Chao Chen

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

Comments 12 pages, 4 figures, accepted by MICCAI 2024

2311.14189 2024-09-06 cs.CV 79%

D-SCo: Dual-Stream Conditional Diffusion for Monocular Hand-Held Object Reconstruction

Bowen Fu, Gu Wang, Chenyangguang Zhang, Yan Di, Ziqin Huang, Zhiying Leng, Fabian Manhardt, Xiangyang Ji, Federico Tombari

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

Comments ECCV 2024

2409.02492 2024-09-05 cs.CV cs.LG eess.IV 79%

Reliable Deep Diffusion Tensor Estimation: Rethinking the Power of Data-Driven Optimization Routine

Jialong Li, Zhicheng Zhang, Yunwei Chen, Qiqi Lu, Ye Wu, Xiaoming Liu, QianJin Feng, Yanqiu Feng, Xinyuan Zhang

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

2409.01128 2024-09-05 cs.LG cs.CV 79%

Diffusion-Driven Data Replay: A Novel Approach to Combat Forgetting in Federated Class Continual Learning

Jinglin Liang, Jin Zhong, Hanlin Gu, Zhongqi Lu, Xingxing Tang, Gang Dai, Shuangping Huang, Lixin Fan, Qiang Yang

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

Comments Accepted by ECCV 2024 Oral

2407.14434 2024-09-05 cs.CV 79%

Co-synthesis of Histopathology Nuclei Image-Label Pairs using a Context-Conditioned Joint Diffusion Model

Seonghui Min, Hyun-Jic Oh, Won-Ki Jeong

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

Comments ECCV 2024 accepted

2404.18820 2024-09-05 eess.IV cs.CV 79%

Towards Extreme Image Compression with Latent Feature Guidance and Diffusion Prior

Zhiyuan Li, Yanhui Zhou, Hao Wei, Chenyang Ge, Jingwen Jiang

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

Comments Accepted by IEEE TCSVT

2409.02048 2024-09-04 cs.CV 79%

ViewCrafter: Taming Video Diffusion Models for High-fidelity Novel View Synthesis

Wangbo Yu, Jinbo Xing, Li Yuan, Wenbo Hu, Xiaoyu Li, Zhipeng Huang, Xiangjun Gao, Tien-Tsin Wong, Ying Shan, Yonghong Tian

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

Comments Project page: https://drexubery.github.io/ViewCrafter/

2409.01571 2024-09-04 cs.CV 79%

CT-SDM: A Sampling Diffusion Model for Sparse-View CT Reconstruction across All Sampling Rates

Liutao Yang, Jiahao Huang, Guang Yang, Daoqiang Zhang

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

2409.01317 2024-09-04 cs.CV cs.LG 79%

LoGex: Improved tail detection of extremely rare histopathology classes via guided diffusion

Maximilian Mueller, Matthias Hein

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

2409.00807 2024-09-04 cs.CV cs.AI eess.IV 79%

Diffusion based multi-domain neuroimaging harmonization method with preservation of anatomical details

Haoyu Lan, Bino A. Varghese, Nasim Sheikh-Bahaei, Farshid Sepehrband, Arthur W Toga, Jeiran Choupan

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

2409.00726 2024-09-04 cs.CV cs.AI 79%

LPUWF-LDM: Enhanced Latent Diffusion Model for Precise Late-phase UWF-FA Generation on Limited Dataset

Zhaojie Fang, Xiao Yu, Guanyu Zhou, Ke Zhuang, Yifei Chen, Ruiquan Ge, Changmiao Wang, Gangyong Jia, Qing Wu, Juan Ye, Maimaiti Nuliqiman, Peifang Xu, Ahmed Elazab

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

Comments 13 pages, 7 figures

2408.17095 2024-09-04 cs.CV cs.LG 79%

RISSOLE: Parameter-efficient Diffusion Models via Block-wise Generation and Retrieval-Guidance

Avideep Mukherjee, Soumya Banerjee, Piyush Rai, Vinay P. Namboodiri

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

2408.16845 2024-09-04 cs.CV cs.LG 79%

Enabling Local Editing in Diffusion Models by Joint and Individual Component Analysis

Theodoros Kouzelis, Manos Plitsis, Mihalis A. Nicolaou, Yannis Panagakis

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

Comments Accepted at BMVC2024

2409.00585 2024-09-04 cs.CV 79%

McCaD: Multi-Contrast MRI Conditioned, Adaptive Adversarial Diffusion Model for High-Fidelity MRI Synthesis

Sanuwani Dayarathna, Kh Tohidul Islam, Bohan Zhuang, Guang Yang, Jianfei Cai, Meng Law, Zhaolin Chen

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

2409.00499 2024-09-04 cs.RO cs.CV 79%

DAP: Diffusion-based Affordance Prediction for Multi-modality Storage

Haonan Chang, Kowndinya Boyalakuntla, Yuhan Liu, Xinyu Zhang, Liam Schramm, Abdeslam Boularias

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

Comments Paper Accepted by IROS2024. Arxiv version is 8 pages

2409.00340 2024-09-04 cs.CR cs.CV 79%

LightPure: Realtime Adversarial Image Purification for Mobile Devices Using Diffusion Models

Hossein Khalili, Seongbin Park, Vincent Li, Brandan Bright, Ali Payani, Ramana Rao Kompella, Nader Sehatbakhsh

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

2409.00014 2024-09-04 cs.CV cs.AI 79%

DivDiff: A Conditional Diffusion Model for Diverse Human Motion Prediction

Hua Yu, Yaqing Hou, Wenbin Pei, Qiang Zhang

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

2408.00347 2024-09-04 cs.CV cs.AI 79%

Advancing Medical Image Segmentation: Morphology-Driven Learning with Diffusion Transformer

Sungmin Kang, Jaeha Song, Jihie Kim

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

Comments Accepted in BMVC 2024

2405.02008 2024-09-04 cs.CV 79%

DiffMap: Enhancing Map Segmentation with Map Prior Using Diffusion Model

Peijin Jia, Tuopu Wen, Ziang Luo, Mengmeng Yang, Kun Jiang, Zhiquan Lei, Xuewei Tang, Ziyuan Liu, Le Cui, Bo Zhang, Long Huang, Diange Yang

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

2403.12172 2024-09-04 cs.CV cs.AI 79%

Graph-Jigsaw Conditioned Diffusion Model for Skeleton-based Video Anomaly Detection

Ali Karami, Thi Kieu Khanh Ho, Narges Armanfard

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

Comments Accepted at the Winter Conference on Applications of Computer Vision (WACV). 17 pages, 6 figures, 6 tables

1. 扩散模型 70277 篇

OD-VAE: An Omni-dimensional Video Compressor for Improving Latent Video Diffusion Model

Diffusion-Occ: 3D Point Cloud Completion via Occupancy Diffusion

Animate3D: Animating Any 3D Model with Multi-view Video Diffusion

GLAD: Towards Better Reconstruction with Global and Local Adaptive Diffusion Models for Unsupervised Anomaly Detection

A Spectral Diffusion Prior for Hyperspectral Image Super-Resolution

Denoising Diffusion Post-Processing for Low-Light Image Enhancement

D4: Text-guided diffusion model-based domain adaptive data augmentation for vineyard shoot detection

DC-Solver: Improving Predictor-Corrector Diffusion Sampler via Dynamic Compensation

Data-free Distillation with Degradation-prompt Diffusion for Multi-weather Image Restoration

Enhancing User-Centric Privacy Protection: An Interactive Framework through Diffusion Models and Machine Unlearning

Spatial Diffusion for Cell Layout Generation

D-SCo: Dual-Stream Conditional Diffusion for Monocular Hand-Held Object Reconstruction

Reliable Deep Diffusion Tensor Estimation: Rethinking the Power of Data-Driven Optimization Routine

Diffusion-Driven Data Replay: A Novel Approach to Combat Forgetting in Federated Class Continual Learning

Co-synthesis of Histopathology Nuclei Image-Label Pairs using a Context-Conditioned Joint Diffusion Model

Towards Extreme Image Compression with Latent Feature Guidance and Diffusion Prior

ViewCrafter: Taming Video Diffusion Models for High-fidelity Novel View Synthesis

CT-SDM: A Sampling Diffusion Model for Sparse-View CT Reconstruction across All Sampling Rates

LoGex: Improved tail detection of extremely rare histopathology classes via guided diffusion

Diffusion based multi-domain neuroimaging harmonization method with preservation of anatomical details

LPUWF-LDM: Enhanced Latent Diffusion Model for Precise Late-phase UWF-FA Generation on Limited Dataset

RISSOLE: Parameter-efficient Diffusion Models via Block-wise Generation and Retrieval-Guidance

Enabling Local Editing in Diffusion Models by Joint and Individual Component Analysis

McCaD: Multi-Contrast MRI Conditioned, Adaptive Adversarial Diffusion Model for High-Fidelity MRI Synthesis

DAP: Diffusion-based Affordance Prediction for Multi-modality Storage

LightPure: Realtime Adversarial Image Purification for Mobile Devices Using Diffusion Models

DivDiff: A Conditional Diffusion Model for Diverse Human Motion Prediction

Advancing Medical Image Segmentation: Morphology-Driven Learning with Diffusion Transformer

DiffMap: Enhancing Map Segmentation with Map Prior Using Diffusion Model

Graph-Jigsaw Conditioned Diffusion Model for Skeleton-based Video Anomaly Detection