图像生成 - arXivDaily 专题

2312.10120 2023-12-19 cs.CV 79%

MVHuman: Tailoring 2D Diffusion with Multi-view Sampling For Realistic 3D Human Generation

Suyi Jiang, Haimin Luo, Haoran Jiang, Ziyu Wang, Jingyi Yu, Lan Xu

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

2306.04445 2023-12-19 cs.LG cs.CV 79%

Multi-modal Latent Diffusion

Mustapha Bounoua, Giulio Franzese, Pietro Michiardi

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

2208.09141 2023-12-19 cs.CV 79%

G2P-DDM: Generating Sign Pose Sequence from Gloss Sequence with Discrete Diffusion Model

Pan Xie, Qipeng Zhang, Taiyi Peng, Hao Tang, Yao Du, Zexian Li

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

Comments Accepted by AAAI2024

2312.08843 2023-12-15 cs.LG cs.AI cs.CV 79%

Diffusion-C: Unveiling the Generative Challenges of Diffusion Models through Corrupted Data

Keywoong Bae, Suan Lee, Wookey Lee

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

Comments 11 pages

2312.08825 2023-12-15 cs.CV 79%

Guided Diffusion from Self-Supervised Diffusion Features

Vincent Tao Hu, Yunlu Chen, Mathilde Caron, Yuki M. Asano, Cees G. M. Snoek, Bjorn Ommer

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

Comments Work In Progress

2310.06372 2023-12-15 cs.CR cs.CV cs.LG 79%

Leveraging Diffusion-Based Image Variations for Robust Training on Poisoned Data

Lukas Struppek, Martin B. Hentschel, Clifton Poth, Dominik Hintersdorf, Kristian Kersting

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

Comments Published at NeurIPS 2023 Workshop on Backdoors in Deep Learning: The Good, the Bad, and the Ugly

2312.08029 2023-12-14 cs.LG cs.CV 79%

ClusterDDPM: An EM clustering framework with Denoising Diffusion Probabilistic Models

Jie Yan, Jing Liu, Zhong-yuan Zhang

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

2312.07971 2023-12-14 cs.CV cs.AI 79%

LMD: Faster Image Reconstruction with Latent Masking Diffusion

Zhiyuan Ma, zhihuan yu, Jianjun Li, Bowen Zhou

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

2212.01789 2023-12-14 cs.CV 79%

Multiscale Structure Guided Diffusion for Image Deblurring

Mengwei Ren, Mauricio Delbracio, Hossein Talebi, Guido Gerig, Peyman Milanfar

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

Comments Camera ready for ICCV2023

2312.07231 2023-12-13 cs.CV cs.AI cs.LG 79%

Fast Training of Diffusion Transformer with Extreme Masking for 3D Point Clouds Generation

Shentong Mo, Enze Xie, Yue Wu, Junsong Chen, Matthias Nießner, Zhenguo Li

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

Comments Project Page: https://dit-3d.github.io/FastDiT-3D/

2312.06899 2023-12-13 cs.CV cs.LG 79%

LoRA-Enhanced Distillation on Guided Diffusion Models

Pareesa Ameneh Golnari

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

2312.06640 2023-12-12 cs.CV 79%

Upscale-A-Video: Temporal-Consistent Diffusion Model for Real-World Video Super-Resolution

Shangchen Zhou, Peiqing Yang, Jianyi Wang, Yihang Luo, Chen Change Loy

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

Comments Equal contributions from first two authors. Project page: https://shangchenzhou.com/projects/upscale-a-video/

2312.06607 2023-12-12 cs.CV 79%

DiAD: A Diffusion-based Framework for Multi-class Anomaly Detection

Haoyang He, Jiangning Zhang, Hongxu Chen, Xuhai Chen, Zhishan Li, Xu Chen, Yabiao Wang, Chengjie Wang, Lei Xie

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

Comments Accepted by AAAI 2024

2312.06400 2023-12-12 cs.AI cs.CV cs.LG 79%

DiT-Head: High-Resolution Talking Head Synthesis using Diffusion Transformers

Aaron Mir, Eduardo Alonso, Esther Mondragón

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

2312.06205 2023-12-12 cs.CV cs.LG 79%

The Journey, Not the Destination: How Data Guides Diffusion Models

Kristian Georgiev, Joshua Vendrow, Hadi Salman, Sung Min Park, Aleksander Madry

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

Comments 29 pages, 17 figures

2312.06187 2023-12-12 eess.IV cs.CV 79%

SP-DiffDose: A Conditional Diffusion Model for Radiation Dose Prediction Based on Multi-Scale Fusion of Anatomical Structures, Guided by SwinTransformer and Projector

Linjie Fu, Xia Li, Xiuding Cai, Yingkai Wang, Xueyao Wang, Yu Yao, Yali Shen

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

2312.06063 2023-12-12 cs.CV cs.AI 79%

PCRDiffusion: Diffusion Probabilistic Models for Point Cloud Registration

Yue Wu, Yongzhe Yuan, Xiaolong Fan, Xiaoshui Huang, Maoguo Gong, Qiguang Miao

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

2312.05464 2023-12-12 cs.CV cs.LG 79%

Identifying and Mitigating Model Failures through Few-shot CLIP-aided Diffusion Generation

Atoosa Chegini, Soheil Feizi

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

2312.05107 2023-12-12 cs.CV 79%

DreaMoving: A Human Video Generation Framework based on Diffusion Models

Mengyang Feng, Jinlin Liu, Kai Yu, Yuan Yao, Zheng Hui, Xiefan Guo, Xianhui Lin, Haolan Xue, Chen Shi, Xiaowen Li, Aojie Li, Xiaoyang Kang, Biwen Lei, Miaomiao Cui, Peiran Ren, Xuansong Xie

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

Comments 5 pages, 5 figures, Tech. Report

2306.02316 2023-12-12 cs.CV 79%

Temporal Dynamic Quantization for Diffusion Models

Junhyuk So, Jungwon Lee, Daehyun Ahn, Hyungjun Kim, Eunhyeok Park

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

2308.16355 2023-12-11 eess.IV cs.CV 79%

A Recycling Training Strategy for Medical Image Segmentation with Diffusion Denoising Models

Yunguan Fu, Yiwen Li, Shaheer U Saeed, Matthew J Clarkson, Yipeng Hu

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

Comments Accepted for publication at the Journal of Machine Learning for Biomedical Imaging (MELBA) https://melba-journal.org/2023:016

Journal ref Machine.Learning.for.Biomedical.Imaging. 2 (2023)

2312.04963 2023-12-11 cs.CV cs.AI 79%

Text-to-3D Generation with Bidirectional Diffusion using both 2D and 3D priors

Lihe Ding, Shaocong Dong, Zhanpeng Huang, Zibin Wang, Yiyuan Zhang, Kaixiong Gong, Dan Xu, Tianfan Xue

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

2312.04853 2023-12-11 eess.IV cs.CV 79%

DiffCMR: Fast Cardiac MRI Reconstruction with Diffusion Probabilistic Models

Tianqi Xiang, Wenjun Yue, Yiqun Lin, Jiewen Yang, Zhenkun Wang, Xiaomeng Li

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

Comments MICCAI 2023 STACOM-CMRxRecon

2312.04823 2023-12-11 cs.CV cs.AI cs.IT cs.LG math.IT 79%

Assessing Neural Network Representations During Training Using Noise-Resilient Diffusion Spectral Entropy

Danqi Liao, Chen Liu, Benjamin W. Christensen, Alexander Tong, Guillaume Huguet, Guy Wolf, Maximilian Nickel, Ian Adelstein, Smita Krishnaswamy

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

Journal ref ICML 2023 Workshop on Topology, Algebra, and Geometry in Machine Learning

2312.04820 2023-12-11 cs.CV cs.AI 79%

Learn to Optimize Denoising Scores for 3D Generation: A Unified and Improved Diffusion Prior on NeRF and 3D Gaussian Splatting

Xiaofeng Yang, Yiwen Chen, Cheng Chen, Chi Zhang, Yi Xu, Xulei Yang, Fayao Liu, Guosheng Lin

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

2312.04802 2023-12-11 cs.CV 79%

MimicDiffusion: Purifying Adversarial Perturbation via Mimicking Clean Diffusion Model

Kaiyu Song, Hanjiang Lai

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

2312.04549 2023-12-08 cs.RO cs.AI cs.CV cs.LG cs.SY eess.SY 79%

PlayFusion: Skill Acquisition via Diffusion from Language-Annotated Play

Lili Chen, Shikhar Bahl, Deepak Pathak

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

Comments In CoRL 2023. Website at https://play-fusion.github.io

2312.04385 2023-12-08 eess.IV cs.CV 79%

AniRes2D: Anisotropic Residual-enhanced Diffusion for 2D MR Super-Resolution

Zejun Wu, Samuel W. Remedios, Blake E. Dewey, Aaron Carass, Jerry L. Prince

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

Comments Accepted for presentation at SPIE Medical Imaging 2024, Clinical and Biomedical Imaging

2312.04337 2023-12-08 cs.CV 79%

Multi-View Unsupervised Image Generation with Cross Attention Guidance

Llukman Cerkezi, Aram Davtyan, Sepehr Sameni, Paolo Favaro

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

2312.04036 2023-12-08 cs.CV cs.LG 79%

DiffusionPhase: Motion Diffusion in Frequency Domain

Weilin Wan, Yiming Huang, Shutong Wu, Taku Komura, Wenping Wang, Dinesh Jayaraman, Lingjie Liu

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

1. 扩散模型 70277 篇

MVHuman: Tailoring 2D Diffusion with Multi-view Sampling For Realistic 3D Human Generation

Multi-modal Latent Diffusion

G2P-DDM: Generating Sign Pose Sequence from Gloss Sequence with Discrete Diffusion Model

Diffusion-C: Unveiling the Generative Challenges of Diffusion Models through Corrupted Data

Guided Diffusion from Self-Supervised Diffusion Features

Leveraging Diffusion-Based Image Variations for Robust Training on Poisoned Data

ClusterDDPM: An EM clustering framework with Denoising Diffusion Probabilistic Models

LMD: Faster Image Reconstruction with Latent Masking Diffusion

Multiscale Structure Guided Diffusion for Image Deblurring

Fast Training of Diffusion Transformer with Extreme Masking for 3D Point Clouds Generation

LoRA-Enhanced Distillation on Guided Diffusion Models

Upscale-A-Video: Temporal-Consistent Diffusion Model for Real-World Video Super-Resolution

DiAD: A Diffusion-based Framework for Multi-class Anomaly Detection

DiT-Head: High-Resolution Talking Head Synthesis using Diffusion Transformers

The Journey, Not the Destination: How Data Guides Diffusion Models

SP-DiffDose: A Conditional Diffusion Model for Radiation Dose Prediction Based on Multi-Scale Fusion of Anatomical Structures, Guided by SwinTransformer and Projector

PCRDiffusion: Diffusion Probabilistic Models for Point Cloud Registration

Identifying and Mitigating Model Failures through Few-shot CLIP-aided Diffusion Generation

DreaMoving: A Human Video Generation Framework based on Diffusion Models

Temporal Dynamic Quantization for Diffusion Models

A Recycling Training Strategy for Medical Image Segmentation with Diffusion Denoising Models

Text-to-3D Generation with Bidirectional Diffusion using both 2D and 3D priors

DiffCMR: Fast Cardiac MRI Reconstruction with Diffusion Probabilistic Models

Assessing Neural Network Representations During Training Using Noise-Resilient Diffusion Spectral Entropy

Learn to Optimize Denoising Scores for 3D Generation: A Unified and Improved Diffusion Prior on NeRF and 3D Gaussian Splatting

MimicDiffusion: Purifying Adversarial Perturbation via Mimicking Clean Diffusion Model

PlayFusion: Skill Acquisition via Diffusion from Language-Annotated Play

AniRes2D: Anisotropic Residual-enhanced Diffusion for 2D MR Super-Resolution

Multi-View Unsupervised Image Generation with Cross Attention Guidance

DiffusionPhase: Motion Diffusion in Frequency Domain