图像生成 - arXivDaily 专题

2406.06972 2024-06-12 cs.CV cs.LG 79%

Generative Lifting of Multiview to 3D from Unknown Pose: Wrapping NeRF inside Diffusion

Xin Yuan, Rana Hanocka, Michael Maire

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

2406.06537 2024-06-12 eess.IV cs.AI cs.CV cs.LG 79%

Interactive Generation of Laparoscopic Videos with Diffusion Models

Ivan Iliash, Simeon Allmendinger, Felix Meissen, Niklas Kühl, Daniel Rückert

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

Comments 7 pages, 4 figures

2406.06372 2024-06-11 cs.CV cs.AI 79%

Improving Deep Learning-based Automatic Cranial Defect Reconstruction by Heavy Data Augmentation: From Image Registration to Latent Diffusion Models

Marek Wodzinski, Kamil Kwarciak, Mateusz Daniol, Daria Hemmerling

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

2406.06134 2024-06-11 cs.CV cs.AI cs.LG 79%

DiffInject: Revisiting Debias via Synthetic Data Generation using Diffusion-based Style Injection

Donggeun Ko, Sangwoo Jo, Dongjun Lee, Namjun Park, Jaekwang Kim

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

Comments 10 pages (including supplementary), 3 figures, SynData4CV@CVPR 24 (Workshop)

2406.06045 2024-06-11 cs.CV cs.AI 79%

Synthesizing Efficient Data with Diffusion Models for Person Re-Identification Pre-Training

Ke Niu, Haiyang Yu, Xuelin Qian, Teng Fu, Bin Li, Xiangyang Xue

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

2406.05396 2024-06-11 cs.LG cs.AI cs.CV 79%

Mean-field Chaos Diffusion Models

Sungwoo Park, Dongjun Kim, Ahmed Alaa

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

2406.05136 2024-06-11 physics.geo-ph cs.AI cs.CV 79%

Generative Geostatistical Modeling from Incomplete Well and Imaged Seismic Observations with Diffusion Models

Huseyin Tuna Erdinc, Rafael Orozco, Felix J. Herrmann

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

2403.01666 2024-06-11 cs.LG cs.CV 79%

Improving Adversarial Energy-Based Model via Diffusion Process

Cong Geng, Tian Han, Peng-Tao Jiang, Hao Zhang, Jinwei Chen, Søren Hauberg, Bo Li

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

2303.09508 2024-06-11 eess.IV cs.CV 79%

LDMVFI: Video Frame Interpolation with Latent Diffusion Models

Duolikun Danier, Fan Zhang, David Bull

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

Comments Accepted by AAAI 2024

2406.05082 2024-06-10 cs.CV 79%

CoNo: Consistency Noise Injection for Tuning-free Long Video Diffusion

Xingrui Wang, Xin Li, Zhibo Chen

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

Comments 21 pages

2406.05038 2024-06-10 cs.CV cs.AI cs.LG 79%

Efficient 3D Shape Generation via Diffusion Mamba with Bidirectional SSMs

Shentong Mo

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

2405.18326 2024-06-10 cs.CV 79%

VITON-DiT: Learning In-the-Wild Video Try-On from Human Dance Videos via Diffusion Transformers

Jun Zheng, Fuwei Zhao, Youjiang Xu, Xin Dong, Xiaodan Liang

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

Comments Project Page: https://zhengjun-ai.github.io/viton-dit-page/

2405.16214 2024-06-10 cs.CV 79%

Underwater Image Enhancement by Diffusion Model with Customized CLIP-Classifier

Shuaixin Liu, Kunqian Li, Yilin Ding, Qi Qi

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

2406.00773 2024-06-07 cs.LG cs.CV 79%

Diffusion Tuning: Transferring Diffusion Models via Chain of Forgetting

Jincheng Zhong, Xingzhuo Guo, Jiaxiang Dong, Mingsheng Long

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

2309.08511 2024-06-07 eess.IV cs.CV cs.LG 79%

Generalised Diffusion Probabilistic Scale-Spaces

Pascal Peter

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

2406.03233 2024-06-06 physics.data-an cs.CV hep-ex 79%

Generative Diffusion Models for Fast Simulations of Particle Collisions at CERN

Mikołaj Kita, Jan Dubiński, Przemysław Rokita, Kamil Deja

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

2406.02653 2024-06-06 eess.IV cs.AI cs.CV cs.LG 79%

Pancreatic Tumor Segmentation as Anomaly Detection in CT Images Using Denoising Diffusion Models

Reza Babaei, Samuel Cheng, Theresa Thai, Shangqing Zhao

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

2406.02549 2024-06-05 cs.CV 79%

Dreamguider: Improved Training free Diffusion-based Conditional Generation

Nithin Gopalakrishnan Nair, Vishal M Patel

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

2406.00856 2024-06-05 cs.CV cs.CR cs.LG 79%

DistilDIRE: A Small, Fast, Cheap and Lightweight Diffusion Synthesized Deepfake Detection

Yewon Lim, Changyeon Lee, Aerin Kim, Oren Etzioni

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

Comments 6 pages, 1 figure

2406.01188 2024-06-04 cs.CV 79%

UniAnimate: Taming Unified Video Diffusion Models for Consistent Human Image Animation

Xiang Wang, Shiwei Zhang, Changxin Gao, Jiayu Wang, Xiaoqiang Zhou, Yingya Zhang, Luxin Yan, Nong Sang

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

Comments Project page: https://unianimate.github.io/

2406.00632 2024-06-04 cs.CV 79%

Diff-Mosaic: Augmenting Realistic Representations in Infrared Small Target Detection via Diffusion Prior

Yukai Shi, Yupei Lin, Pengxu Wei, Xiaoyu Xian, Tianshui Chen, Liang Lin

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

2405.16517 2024-06-04 cs.CV 79%

Sp2360: Sparse-view 360 Scene Reconstruction using Cascaded 2D Diffusion Priors

Soumava Paul, Christopher Wewer, Bernt Schiele, Jan Eric Lenssen

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

Comments 18 pages, 11 figures, 4 tables

2402.02149 2024-06-04 cs.CV cs.LG 79%

Improving Diffusion Models for Inverse Problems Using Optimal Posterior Covariance

Xinyu Peng, Ziyang Zheng, Wenrui Dai, Nuoqian Xiao, Chenglin Li, Junni Zou, Hongkai Xiong

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

2312.04557 2024-06-04 cs.CV 79%

GenTron: Diffusion Transformers for Image and Video Generation

Shoufa Chen, Mengmeng Xu, Jiawei Ren, Yuren Cong, Sen He, Yanping Xie, Animesh Sinha, Ping Luo, Tao Xiang, Juan-Manuel Perez-Rua

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

Comments CVPR2024 Camera Ready. Website: https://www.shoufachen.com/gentron_website/

2306.08964 2024-06-04 cs.CV 79%

Exploring Multi-Timestep Multi-Stage Diffusion Features for Hyperspectral Image Classification

Jingyi Zhou, Jiamu Sheng, Jiayuan Fan, Peng Ye, Tong He, Bin Wang, Tao Chen

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

2306.04848 2024-06-04 cs.LG cs.CV math.OC stat.ML 79%

Interpreting and Improving Diffusion Models from an Optimization Perspective

Frank Permenter, Chenyang Yuan

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

Comments 24 pages, 9 figures, 4 tables. To appear in ICML 2024

2305.10754 2024-06-04 cs.CV 79%

Brain Imaging-to-Graph Generation using Adversarial Hierarchical Diffusion Models for MCI Causality Analysis

Qiankun Zuo, Hao Tian, Chi-Man Pun, Hongfei Wang, Yudong Zhang, Jin Hong

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

Comments 10 pages, 12 figures

2406.00287 2024-06-04 cs.CV cs.AI 79%

GenPalm: Contactless Palmprint Generation with Diffusion Models

Steven A. Grosz, Anil K. Jain

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

2405.14832 2024-06-04 cs.CV 79%

Direct3D: Scalable Image-to-3D Generation via 3D Latent Diffusion Transformer

Shuang Wu, Youtian Lin, Feihu Zhang, Yifei Zeng, Jingxi Xu, Philip Torr, Xun Cao, Yao Yao

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

2403.12063 2024-06-04 cs.CV cs.LG 79%

Consistency Model is an Effective Posterior Sample Approximation for Diffusion Inverse Solvers

Tongda Xu, Ziran Zhu, Jian Li, Dailan He, Yuanyuan Wang, Ming Sun, Ling Li, Hongwei Qin, Yan Wang, Jingjing Liu, Ya-Qin Zhang

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

1. 扩散模型 70277 篇

Generative Lifting of Multiview to 3D from Unknown Pose: Wrapping NeRF inside Diffusion

Interactive Generation of Laparoscopic Videos with Diffusion Models

Improving Deep Learning-based Automatic Cranial Defect Reconstruction by Heavy Data Augmentation: From Image Registration to Latent Diffusion Models

DiffInject: Revisiting Debias via Synthetic Data Generation using Diffusion-based Style Injection

Synthesizing Efficient Data with Diffusion Models for Person Re-Identification Pre-Training

Mean-field Chaos Diffusion Models

Generative Geostatistical Modeling from Incomplete Well and Imaged Seismic Observations with Diffusion Models

Improving Adversarial Energy-Based Model via Diffusion Process

LDMVFI: Video Frame Interpolation with Latent Diffusion Models

CoNo: Consistency Noise Injection for Tuning-free Long Video Diffusion

Efficient 3D Shape Generation via Diffusion Mamba with Bidirectional SSMs

VITON-DiT: Learning In-the-Wild Video Try-On from Human Dance Videos via Diffusion Transformers

Underwater Image Enhancement by Diffusion Model with Customized CLIP-Classifier

Diffusion Tuning: Transferring Diffusion Models via Chain of Forgetting

Generalised Diffusion Probabilistic Scale-Spaces

Generative Diffusion Models for Fast Simulations of Particle Collisions at CERN

Pancreatic Tumor Segmentation as Anomaly Detection in CT Images Using Denoising Diffusion Models

Dreamguider: Improved Training free Diffusion-based Conditional Generation

DistilDIRE: A Small, Fast, Cheap and Lightweight Diffusion Synthesized Deepfake Detection

UniAnimate: Taming Unified Video Diffusion Models for Consistent Human Image Animation

Diff-Mosaic: Augmenting Realistic Representations in Infrared Small Target Detection via Diffusion Prior

Sp2360: Sparse-view 360 Scene Reconstruction using Cascaded 2D Diffusion Priors

Improving Diffusion Models for Inverse Problems Using Optimal Posterior Covariance

GenTron: Diffusion Transformers for Image and Video Generation

Exploring Multi-Timestep Multi-Stage Diffusion Features for Hyperspectral Image Classification

Interpreting and Improving Diffusion Models from an Optimization Perspective

Brain Imaging-to-Graph Generation using Adversarial Hierarchical Diffusion Models for MCI Causality Analysis

GenPalm: Contactless Palmprint Generation with Diffusion Models

Direct3D: Scalable Image-to-3D Generation via 3D Latent Diffusion Transformer

Consistency Model is an Effective Posterior Sample Approximation for Diffusion Inverse Solvers