图像生成 - arXivDaily 专题

2211.14638 2023-03-21 cs.CV 57%

Cross-domain Microscopy Cell Counting by Disentangled Transfer Learning

Zuhui Wang

专题命中文生图：image synthesis(abstract)；分类 cs.CV

Comments Accepted by ICLR 2023 Workshop on TML4H

2303.08473 2023-03-16 cs.CV cs.LG cs.RO 57%

Unsupervised Traffic Scene Generation with Synthetic 3D Scene Graphs

Artem Savkin, Rachid Ellouze, Nassir Navab, Federico Tombari

专题命中文生图：image synthesis(abstract)；分类 cs.CV

2303.06821 2023-03-14 cs.CV 57%

SDF-3DGAN: A 3D Object Generative Method Based on Implicit Signed Distance Function

Lutao Jiang, Ruyi Ji, Libo Zhang

专题命中文生图：image synthesis(abstract)；分类 cs.CV

2211.07122 2023-03-14 cs.CV 57%

ContextCLIP: Contextual Alignment of Image-Text pairs on CLIP visual representations

Chanda Grover, Indra Deep Mastan, Debayan Gupta

专题命中文生图：text-to-image(abstract)；分类 cs.CV

Comments 11 Pages, 7 Figures, 2 Tables, ICVGIP

Journal ref ICVGIP, 2022

2302.08366 2023-02-17 cs.CV 57%

Defect Transfer GAN: Diverse Defect Synthesis for Data Augmentation

Ruyu Wang, Sabrina Hoppe, Eduardo Monari, Marco F. Huber

专题命中文生图：image synthesis(abstract)；分类 cs.CV

Comments Accepted by BMVC 2022

2106.13804 2023-01-18 cs.CV cs.AI cs.LG 57%

SITTA: Single Image Texture Translation for Data Augmentation

Boyi Li, Yin Cui, Tsung-Yi Lin, Serge Belongie

专题命中文生图：image synthesis(abstract)；分类 cs.CV

Comments Learning from Limited and Imperfect Data (L2ID) Workshop, ECCV 2022

2301.03563 2023-01-10 cs.CV 57%

An Impartial Transformer for Story Visualization

Nikolaos Tsakas, Maria Lymperaiou, Giorgos Filandrianos, Giorgos Stamou

专题命中文生图：image synthesis(abstract)；分类 cs.CV

2212.12986 2022-12-27 eess.IV cs.CV cs.LG 57%

Application of Unsupervised Domain Adaptation for Structural MRI Analysis

Pranath Reddy

专题命中文生图：image synthesis(abstract)；分类 cs.CV

2212.07629 2022-12-16 cs.CV 57%

EM-Paste: EM-guided Cut-Paste with DALL-E Augmentation for Image-level Weakly Supervised Instance Segmentation

Yunhao Ge, Jiashu Xu, Brian Nlong Zhao, Laurent Itti, Vibhav Vineet

专题命中文生图：text-to-image(abstract)；分类 cs.CV

Comments 15 pages (including appendix), 7 figures

2211.16208 2022-12-09 cs.CV 57%

SLAN: Self-Locator Aided Network for Cross-Modal Understanding

Jiang-Tian Zhai, Qi Zhang, Tong Wu, Xing-Yu Chen, Jiang-Jiang Liu, Bo Ren, Ming-Ming Cheng

专题命中文生图：text-to-image(abstract)；分类 cs.CV

Comments 12 pages

2212.01825 2022-12-06 eess.IV cs.CV 57%

MouseGAN++: Unsupervised Disentanglement and Contrastive Representation for Multiple MRI Modalities Synthesis and Structural Segmentation of Mouse Brain

Ziqi Yu, Xiaoyang Han, Shengjie Zhang, Jianfeng Feng, Tingying Peng, Xiao-Yong Zhang

专题命中文生图：image synthesis(abstract)；分类 cs.CV

Comments IEEE Transactions on Medical Imaging (IEEE-TMI) 2022

2107.09543 2022-11-29 eess.IV cs.AI cs.CV cs.LG 57%

Data synthesis and adversarial networks: A review and meta-analysis in cancer imaging

Richard Osuala, Kaisar Kushibar, Lidia Garrucho, Akis Linardos, Zuzanna Szafranowska, Stefan Klein, Ben Glocker, Oliver Diaz, Karim Lekadir

专题命中文生图：image synthesis(abstract)；分类 cs.CV

Comments v2, 51 pages, 15 Figures, 9 Tables, accepted for publication in Medical Image Analysis

Journal ref Medical Image Analysis (2022)

2210.15137 2022-11-07 cs.CV 57%

ScoreMix: A Scalable Augmentation Strategy for Training GANs with Limited Data

Jie Cao, Mandi Luo, Junchi Yu, Ming-Hsuan Yang, Ran He

专题命中文生图：image synthesis(abstract)；分类 cs.CV

2205.12533 2022-11-02 cs.LG cs.CV 57%

Structured Uncertainty in the Observation Space of Variational Autoencoders

James Langley, Miguel Monteiro, Charles Jones, Nick Pawlowski, Ben Glocker

专题命中文生图：image synthesis(abstract)；分类 cs.CV

Comments Published in Transactions on Machine Learning Research (10/2022). Code available on https://github.com/biomedia-mira/sos-vae

2210.13591 2022-10-28 cs.CV 57%

Learning by Hallucinating: Vision-Language Pre-training with Weak Supervision

Tzu-Jui Julius Wang, Jorma Laaksonen, Tomas Langer, Heikki Arponen, Tom E. Bishop

专题命中文生图：text-to-image(abstract)；分类 cs.CV

Comments Accepted to WACV'23. Please find supplementary material at https://drive.google.com/file/d/1SmCBGsUgkYLAhmK83RZqY03bq4j3214p/view?usp=sharing

2112.08723 2022-10-18 cs.CL cs.CV 57%

Distilled Dual-Encoder Model for Vision-Language Understanding

Zekun Wang, Wenhui Wang, Haichao Zhu, Ming Liu, Bing Qin, Furu Wei

专题命中文生图：text-to-image(abstract)；分类 cs.CV

Comments EMNLP 2022

2205.01666 2022-10-13 cs.CV 57%

DANBO: Disentangled Articulated Neural Body Representations via Graph Neural Networks

Shih-Yang Su, Timur Bagautdinov, Helge Rhodin

专题命中文生图：image synthesis(abstract)；分类 cs.CV

Comments ECCV 2022. Project website: https://lemonatsu.github.io/danbo

2002.01048 2022-10-07 cs.CV cs.LG eess.IV 57%

Multi-Channel Attention Selection GANs for Guided Image-to-Image Translation

Hao Tang, Philip H. S. Torr, Nicu Sebe

专题命中文生图：image synthesis(abstract)；分类 cs.CV

Comments Accepted to TPAMI, an extended version of a paper published in CVPR2019. arXiv admin note: substantial text overlap with arXiv:1904.06807

2209.09897 2022-09-21 cs.CV eess.IV 57%

Improving GANs with A Dynamic Discriminator

Ceyuan Yang, Yujun Shen, Yinghao Xu, Deli Zhao, Bo Dai, Bolei Zhou

专题命中文生图：image synthesis(abstract)；分类 cs.CV

Comments To appear in NeurIPS 2022

2209.07547 2022-09-19 cs.CV cs.LG 57%

One-Shot Synthesis of Images and Segmentation Masks

Vadim Sushko, Dan Zhang, Juergen Gall, Anna Khoreva

专题命中文生图：image synthesis(abstract)；分类 cs.CV

Comments Accepted as a conference paper at IEEE Winter Conference on Applications of Computer Vision (WACV) 2023

2006.09373 2022-09-13 cs.CV cs.LG 57%

The shape and simplicity biases of adversarially robust ImageNet-trained CNNs

Peijie Chen, Chirag Agarwal, Anh Nguyen

专题命中文生图：image synthesis(abstract)；分类 cs.CV

2209.04275 2022-09-12 eess.IV cs.CV physics.med-ph 57%

Temporally Adjustable Longitudinal Fluid-Attenuated Inversion Recovery MRI Estimation / Synthesis for Multiple Sclerosis

Jueqi Wang, Derek Berger, Erin Mazerolle, Othman Soufan, Jacob Levman

专题命中文生图：image synthesis(abstract)；分类 cs.CV

Comments 2022 MICCAI BrainLes Workshop paper

2208.11342 2022-08-25 cs.CV cs.CR cs.LG 57%

Discovering Transferable Forensic Features for CNN-generated Images Detection

Keshigeyan Chandrasegaran, Ngoc-Trung Tran, Alexander Binder, Ngai-Man Cheung

专题命中文生图：image synthesis(abstract)；分类 cs.CV

Comments ECCV 2022 Oral; 35 pages

2208.10544 2022-08-24 cs.CV cs.AI 57%

The Value of AI Guidance in Human Examination of Synthetically-Generated Faces

Aidan Boyd, Patrick Tinsley, Kevin Bowyer, Adam Czajka

专题命中文生图：image synthesis(abstract)；分类 cs.CV

2202.12165 2022-08-22 cs.CV 57%

Transformers in Medical Image Analysis: A Review

Kelei He, Chen Gan, Zhuoyuan Li, Islem Rekik, Zihao Yin, Wen Ji, Yang Gao, Qian Wang, Junfeng Zhang, Dinggang Shen

专题命中文生图：image synthesis(abstract)；分类 cs.CV

2208.08284 2022-08-18 eess.IV cs.CV cs.LG 57%

Novel Deep Learning Approach to Derive Cytokeratin Expression and Epithelium Segmentation from DAPI

Felix Jakob Segerer, Katharina Nekolla, Lorenz Rognoni, Ansh Kapil, Markus Schick, Helen Angell, Günter Schmidt

专题命中文生图：image synthesis(abstract)；分类 cs.CV

Comments Short Paper - MIDL2022 (Medical Imaging with Deep Learning)

2208.08207 2022-08-18 cs.CV cs.AI 57%

Time flies by: Analyzing the Impact of Face Ageing on the Recognition Performance with Synthetic Data

Marcel Grimmer, Haoyu Zhang, Raghavendra Ramachandra, Kiran Raja, Christoph Busch

专题命中文生图：image synthesis(abstract)；分类 cs.CV

2111.13105 2022-08-10 eess.IV cs.CV 57%

A Novel Framework for Image-to-image Translation and Image Compression

Fei Yang, Yaxing Wang, Luis Herranz, Yongmei Cheng, Mikhail Mozerov

专题命中文生图：image synthesis(abstract)；分类 cs.CV

Comments 14 pages, 15 figures, accepted by Neurocomputing

2207.11075 2022-07-25 cs.CV 57%

RealFlow: EM-based Realistic Optical Flow Dataset Generation from Videos

Yunhui Han, Kunming Luo, Ao Luo, Jiangyu Liu, Haoqiang Fan, Guiming Luo, Shuaicheng Liu

专题命中文生图：image synthesis(abstract)；分类 cs.CV

Comments ECCV 2022 Oral

2101.08238 2022-07-22 cs.CV cs.LG 57%

AXM-Net: Implicit Cross-Modal Feature Alignment for Person Re-identification

Ammarah Farooq, Muhammad Awais, Josef Kittler, Syed Safwan Khalid

专题命中文生图：text-to-image(abstract)；分类 cs.CV

Comments AAAI-2022 (Oral Paper)

1. 文生图 3480 篇

Cross-domain Microscopy Cell Counting by Disentangled Transfer Learning

Unsupervised Traffic Scene Generation with Synthetic 3D Scene Graphs

SDF-3DGAN: A 3D Object Generative Method Based on Implicit Signed Distance Function

ContextCLIP: Contextual Alignment of Image-Text pairs on CLIP visual representations

Defect Transfer GAN: Diverse Defect Synthesis for Data Augmentation

SITTA: Single Image Texture Translation for Data Augmentation

An Impartial Transformer for Story Visualization

Application of Unsupervised Domain Adaptation for Structural MRI Analysis

EM-Paste: EM-guided Cut-Paste with DALL-E Augmentation for Image-level Weakly Supervised Instance Segmentation

SLAN: Self-Locator Aided Network for Cross-Modal Understanding

MouseGAN++: Unsupervised Disentanglement and Contrastive Representation for Multiple MRI Modalities Synthesis and Structural Segmentation of Mouse Brain

Data synthesis and adversarial networks: A review and meta-analysis in cancer imaging

ScoreMix: A Scalable Augmentation Strategy for Training GANs with Limited Data

Structured Uncertainty in the Observation Space of Variational Autoencoders

Learning by Hallucinating: Vision-Language Pre-training with Weak Supervision

Distilled Dual-Encoder Model for Vision-Language Understanding

DANBO: Disentangled Articulated Neural Body Representations via Graph Neural Networks

Multi-Channel Attention Selection GANs for Guided Image-to-Image Translation

Improving GANs with A Dynamic Discriminator

One-Shot Synthesis of Images and Segmentation Masks

The shape and simplicity biases of adversarially robust ImageNet-trained CNNs

Temporally Adjustable Longitudinal Fluid-Attenuated Inversion Recovery MRI Estimation / Synthesis for Multiple Sclerosis

Discovering Transferable Forensic Features for CNN-generated Images Detection

The Value of AI Guidance in Human Examination of Synthetically-Generated Faces

Transformers in Medical Image Analysis: A Review

Novel Deep Learning Approach to Derive Cytokeratin Expression and Epithelium Segmentation from DAPI

Time flies by: Analyzing the Impact of Face Ageing on the Recognition Performance with Synthetic Data

A Novel Framework for Image-to-image Translation and Image Compression

RealFlow: EM-based Realistic Optical Flow Dataset Generation from Videos

AXM-Net: Implicit Cross-Modal Feature Alignment for Person Re-identification