图像生成 - arXivDaily 专题

2211.14451 2022-11-29 cs.CV cs.CL cs.LG 57%

GLAMI-1M: A Multilingual Image-Text Fashion Dataset

Vaclav Kosar, Antonín Hoskovec, Milan Šulc, Radek Bartyzal

专题命中图像生成评测：image generation(abstract)；分类 cs.CV

2206.13903 2022-11-01 eess.IV cs.CV 57%

AS-IntroVAE: Adversarial Similarity Distance Makes Robust IntroVAE

Changjie Lu, Shen Zheng, Zirui Wang, Omar Dib, Gaurav Gupta

专题命中图像生成评测：image generation(abstract)；分类 cs.CV

Comments ACML conference paper

2210.06823 2022-10-14 cs.CV cs.LG 57%

Scalable Neural Video Representations with Learnable Positional Features

Subin Kim, Sihyun Yu, Jaeho Lee, Jinwoo Shin

专题命中图像生成评测：inpainting(abstract)；分类 cs.CV

Comments NeurIPS 2022. Project page with videos and code: https://subin-kim-cv.github.io/NVP/

2209.04804 2022-09-13 cs.CV 57%

OAIR: Object-Aware Image Retargeting Using PSO and Aesthetic Quality Assessment

Mohammad Reza Naderi, Mohammad Hossein Givkashi, Nader Karimi, Shahram Shirani, Shadrokh Samavi

专题命中图像生成评测：inpainting(abstract)；分类 cs.CV

Comments 12 pages, 9 figures

2209.01880 2022-09-13 cs.CV cs.AI cs.LG 57%

ScaleFace: Uncertainty-aware Deep Metric Learning

Roman Kail, Kirill Fedyanin, Nikita Muravev, Alexey Zaytsev, Maxim Panov

专题命中图像生成评测：text-to-image(abstract)；分类 cs.CV

2208.09083 2022-08-22 cs.LG cs.CV 57%

Out-of-distribution Detection via Frequency-regularized Generative Models

Mu Cai, Yixuan Li

专题命中图像生成评测：image generation(abstract)；分类 cs.CV

Comments Paper accepted as a spotlight in WACV2023

2208.01602 2022-08-04 eess.IV cs.CV cs.LG physics.med-ph 57%

Lossy compression of multidimensional medical images using sinusoidal activation networks: an evaluation study

Matteo Mancini, Derek K. Jones, Marco Palombo

专题命中图像生成评测：diffusion(abstract)；分类 cs.CV

2104.14767 2022-07-21 cs.CV cs.LG 57%

TREND: Truncated Generalized Normal Density Estimation of Inception Embeddings for GAN Evaluation

Junghyuk Lee, Jong-Seok Lee

专题命中图像生成评测：image generation(abstract)；分类 cs.CV

Comments Accepted in ECCV 2022

2203.09091 2022-07-18 cs.CV cs.RO 57%

deepNIR: Datasets for generating synthetic NIR images and improved fruit detection system using deep learning techniques

Inkyu Sa, JongYoon Lim, Ho Seok Ahn, Bruce MacDonald

专题命中图像生成评测：image generation(abstract)；分类 cs.CV

Comments 35 pages, 27 figures, published in MDPI Remote Sensing journal

2206.08549 2022-06-28 cs.CV 57%

Rarity Score : A New Metric to Evaluate the Uncommonness of Synthesized Images

Jiyeon Han, Hwanil Choi, Yunjey Choi, Junho Kim, Jung-Woo Ha, Jaesik Choi

专题命中图像生成评测：image synthesis(abstract)；分类 cs.CV

2206.10935 2022-06-23 cs.LG cs.CV 57%

A Study on the Evaluation of Generative Models

Eyal Betzalel, Coby Penso, Aviv Navon, Ethan Fetaya

专题命中图像生成评测：diffusion(abstract)；分类 cs.CV

Comments 13 pages

2103.01623 2022-03-29 cs.CV 57%

Geometry-Guided Street-View Panorama Synthesis from Satellite Imagery

Yujiao Shi, Dylan Campbell, Xin Yu, Hongdong Li

专题命中图像生成评测：image generation(abstract)；分类 cs.CV

Comments accepted to TPAMI

2203.06217 2022-03-15 eess.IV cs.CV 57%

Medical Image Segmentation on MRI Images with Missing Modalities: A Review

Reza Azad, Nika Khosravi, Mohammad Dehghanmanshadi, Julien Cohen-Adad, Dorit Merhof

专题命中图像生成评测：image generation(abstract)；分类 cs.CV

2203.00667 2022-03-02 cs.CV cs.LG 57%

Generative Adversarial Networks

Gilad Cohen, Raja Giryes

专题命中图像生成评测：image generation(abstract)；分类 cs.CV

2112.11929 2021-12-23 cs.CV cs.LG 57%

Meta-Learning and Self-Supervised Pretraining for Real World Image Translation

Ileana Rugina, Rumen Dangovski, Mark Veillette, Pooya Khorrami, Brian Cheung, Olga Simek, Marin Soljačić

专题命中图像生成评测：image generation(abstract)；分类 cs.CV

Comments 10 pages, 8 figures, 2 tables

2112.08814 2021-12-17 cs.CV cs.AI 57%

An Unsupervised Way to Understand Artifact Generating Internal Units in Generative Neural Networks

Haedong Jeong, Jiyeon Han, Jaesik Choi

专题命中图像生成评测：image generation(abstract)；分类 cs.CV

Comments AAAI22 accepted paper

2111.06913 2021-11-16 cs.CV 57%

Visual Intelligence through Human Interaction

Ranjay Krishna, Mitchell Gordon, Li Fei-Fei, Michael Bernstein

专题命中图像生成评测：generative vision(abstract)；分类 cs.CV

Comments This is a preprint of the following chapter: Ranjay Krishna, Mitchell Gordon, Li Fei-Fei, Michael Bernstein, Visual Intelligence through Human Interaction, published in Artificial Intelligence for Human Computer Interaction: A Modern Approach, edited by Yang Li and Otmar Hilliges, 2021, Springer reproduced with permission of Springer Nature. arXiv admin note: substantial text overlap with arXiv:1602.04506, arXiv:1904.01121

2106.10777 2021-08-30 cs.CV 57%

Manifold Matching via Deep Metric Learning for Generative Modeling

Mengyu Dai, Haibin Hang

专题命中图像生成评测：image generation(abstract)；分类 cs.CV

Comments ICCV 2021. Code available at https://github.com/dzld00/pytorch-manifold-matching.git

2108.08585 2021-08-20 cs.CV 57%

Progressive and Selective Fusion Network for High Dynamic Range Imaging

Qian Ye, Jun Xiao, Kin-man Lam, Takayuki Okatani

专题命中图像生成评测：image generation(abstract)；分类 cs.CV

2008.04021 2021-06-09 cs.CV 57%

Road Segmentation for Remote Sensing Images using Adversarial Spatial Pyramid Networks

Pourya Shamsolmoali, Masoumeh Zareapoor, Huiyu Zhou, Ruili Wang, Jie Yang

专题命中图像生成评测：image generation(abstract)；分类 cs.CV

2106.02207 2021-06-07 cs.CV eess.IV 57%

Barcode Method for Generative Model Evaluation driven by Topological Data Analysis

Ryoungwoo Jang, Minjee Kim, Da-in Eun, Kyungjin Cho, Jiyeon Seo, Namkug Kim

专题命中图像生成评测：image synthesis(abstract)；分类 cs.CV

2105.03632 2021-05-12 cs.CV 57%

CASIA-Face-Africa: A Large-scale African Face Image Database

Jawad Muhammad, Yunlong Wang, Caiyong Wang, Kunbo Zhang, Zhenan Sun

专题命中图像生成评测：image generation(abstract)；分类 cs.CV

Comments This paper has been accepted for publication in the journal IEEE TIFS

2006.09205 2021-05-04 cs.CV 57%

Visual Identification of Individual Holstein-Friesian Cattle via Deep Metric Learning

William Andrew, Jing Gao, Siobhan Mullan, Neill Campbell, Andrew W Dowsey, Tilo Burghardt

专题命中图像生成评测：diffusion(abstract)；分类 cs.CV

Comments 41 pages, 18 figures, 2 tables; Submitted to Computers and Electronics in Agriculture ; Source code and network weights available at https://github.com/CWOA/MetricLearningIdentification ; OpenCows2020 dataset available at https://doi.org/10.5523/bris.10m32xl88x2b61zlkkgz3fml17

Journal ref Computers and Electronics in Agriculture 185, 106133 (2021)

2104.06118 2021-04-14 cs.CV 57%

Automatic Correction of Internal Units in Generative Neural Networks

Ali Tousi, Haedong Jeong, Jiyeon Han, Hwanil Choi, Jaesik Choi

专题命中图像生成评测：image generation(abstract)；分类 cs.CV

2012.01778 2020-12-04 cs.HC cs.AI cs.CV cs.LG 57%

NICER: Aesthetic Image Enhancement with Humans in the Loop

Michael Fischer, Konstantin Kobs, Andreas Hotho

专题命中图像生成评测：image editing(abstract)；分类 cs.CV

Comments The code can be found at https://github.com/mr-Mojo/NICER

Journal ref ACHI 2020, The Thirteenth International Conference on Advances in Computer-Human Interactions; 2020; pages 357-362

2004.03064 2020-11-30 cs.CV cs.LG eess.IV 57%

Coarse-to-Fine Gaze Redirection with Numerical and Pictorial Guidance

Jingjing Chen, Jichao Zhang, Enver Sangineto, Jiayuan Fan, Tao Chen, Nicu Sebe

专题命中图像生成评测：image generation(abstract)；分类 cs.CV

Comments 12 pages, accepted by WACV 2021

2010.16030 2020-11-02 cs.IR cs.MM cs.SD eess.AS 57%

Multimodal Metric Learning for Tag-based Music Retrieval

Minz Won, Sergio Oramas, Oriol Nieto, Fabien Gouyon, Xavier Serra

专题命中图像生成评测：text-to-image(abstract)；分类 cs.MM

Comments 5 pages, 2 figures, submitted to ICASSP 2021

2010.06715 2020-10-15 cs.LG cs.CL cs.CV 57%

Random Network Distillation as a Diversity Metric for Both Image and Text Generation

Liam Fowl, Micah Goldblum, Arjun Gupta, Amr Sharaf, Tom Goldstein

专题命中图像生成评测：image generation(abstract)；分类 cs.CV

2008.03364 2020-08-11 cs.LG cs.CV stat.ML 57%

Improving the Speed and Quality of GAN by Adversarial Training

Jiachen Zhong, Xuanqing Liu, Cho-Jui Hsieh

专题命中图像生成评测：image generation(abstract)；分类 cs.CV

2008.00916 2020-08-04 cs.CV 57%

Explainable Face Recognition

Jonathan R. Williford, Brandon B. May, Jeffrey Byrne

专题命中图像生成评测：inpainting(abstract)；分类 cs.CV

Comments To appear in the Proceedings of ECCV 2020. Project page at https://stresearch.github.io/xfr

1. 图像生成评测 1207 篇

GLAMI-1M: A Multilingual Image-Text Fashion Dataset

AS-IntroVAE: Adversarial Similarity Distance Makes Robust IntroVAE

Scalable Neural Video Representations with Learnable Positional Features

OAIR: Object-Aware Image Retargeting Using PSO and Aesthetic Quality Assessment

ScaleFace: Uncertainty-aware Deep Metric Learning

Out-of-distribution Detection via Frequency-regularized Generative Models

Lossy compression of multidimensional medical images using sinusoidal activation networks: an evaluation study

TREND: Truncated Generalized Normal Density Estimation of Inception Embeddings for GAN Evaluation

deepNIR: Datasets for generating synthetic NIR images and improved fruit detection system using deep learning techniques

Rarity Score : A New Metric to Evaluate the Uncommonness of Synthesized Images

A Study on the Evaluation of Generative Models

Geometry-Guided Street-View Panorama Synthesis from Satellite Imagery

Medical Image Segmentation on MRI Images with Missing Modalities: A Review

Generative Adversarial Networks

Meta-Learning and Self-Supervised Pretraining for Real World Image Translation

An Unsupervised Way to Understand Artifact Generating Internal Units in Generative Neural Networks

Visual Intelligence through Human Interaction

Manifold Matching via Deep Metric Learning for Generative Modeling

Progressive and Selective Fusion Network for High Dynamic Range Imaging

Road Segmentation for Remote Sensing Images using Adversarial Spatial Pyramid Networks

Barcode Method for Generative Model Evaluation driven by Topological Data Analysis

CASIA-Face-Africa: A Large-scale African Face Image Database

Visual Identification of Individual Holstein-Friesian Cattle via Deep Metric Learning

Automatic Correction of Internal Units in Generative Neural Networks

NICER: Aesthetic Image Enhancement with Humans in the Loop

Coarse-to-Fine Gaze Redirection with Numerical and Pictorial Guidance

Multimodal Metric Learning for Tag-based Music Retrieval

Random Network Distillation as a Diversity Metric for Both Image and Text Generation

Improving the Speed and Quality of GAN by Adversarial Training

Explainable Face Recognition