图像生成 - arXivDaily 专题

2002.09797 2020-06-30 cs.CV cs.LG stat.ML 57%

Reliable Fidelity and Diversity Metrics for Generative Models

Muhammad Ferjad Naeem, Seong Joon Oh, Youngjung Uh, Yunjey Choi, Jaejun Yoo

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

Comments First two authors have contributed equally; ICML 2020 accepted

1912.02037 2020-04-09 cs.CV eess.IV 57%

AdversarialNAS: Adversarial Neural Architecture Search for GANs

Chen Gao, Yunpeng Chen, Si Liu, Zhenxiong Tan, Shuicheng Yan

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

Comments Accepted to CVPR 2020

2004.01704 2020-04-07 cs.LG cs.CV stat.ML 57%

Discriminator Contrastive Divergence: Semi-Amortized Generative Modeling by Exploring Energy of the Discriminator

Yuxuan Song, Qiwei Ye, Minkai Xu, Tie-Yan Liu

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

Comments 17 pages, 9 figures, pre-submmited to cvpr2019

2003.10817 2020-03-30 cs.CV 57%

Toward Accurate and Realistic Virtual Try-on Through Shape Matching and Multiple Warps

Kedan Li, Min Jin Chong, Jingen Liu, David Forsyth

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

2002.10174 2020-03-18 cs.CV cs.LG eess.IV 57%

When Relation Networks meet GANs: Relation GANs with Triplet Loss

Runmin Wu, Kunyao Zhang, Lijun Wang, Yue Wang, Pingping Zhang, Huchuan Lu, Yizhou Yu

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

Comments 13 pages

2002.03772 2020-02-11 cs.CV cs.LG 57%

Improving the Evaluation of Generative Models with Fuzzy Logic

Julian Niedermeier, Gonçalo Mordido, Christoph Meinel

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

Comments AAAI 2020 Meta-Eval

1905.04243 2020-02-04 cs.CV cs.LG eess.IV eess.SP 57%

Synthetic-Neuroscore: Using A Neuro-AI Interface for Evaluating Generative Adversarial Networks

Zhengwei Wang, Qi She, Alan F. Smeaton, Tomas E. Ward, Graham Healy

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

1904.01121 2019-11-04 cs.CV cs.HC cs.LG 57%

HYPE: A Benchmark for Human eYe Perceptual Evaluation of Generative Models

Sharon Zhou, Mitchell L. Gordon, Ranjay Krishna, Austin Narcomey, Li Fei-Fei, Michael S. Bernstein

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

Comments https://hype.stanford.edu

1901.08971 2019-08-27 cs.CV 57%

FaceForensics++: Learning to Detect Manipulated Facial Images

Andreas Rössler, Davide Cozzolino, Luisa Verdoliva, Christian Riess, Justus Thies, Matthias Nießner

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

Comments Video: https://youtu.be/x2g48Q2I2ZQ

1907.01432 2019-08-23 cs.CV 57%

An End-to-End Neural Network for Image Cropping by Learning Composition from Aesthetic Photos

Peng Lu, Hao Zhang, Xujun Peng, Xiaofu Jin

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

1908.06837 2019-08-20 cs.CV 57%

Fully Automated Image De-fencing using Conditional Generative Adversarial Networks

Divyanshu Gupta, Shorya Jain, Utkarsh Tripathi, Pratik Chattopadhyay, Lipo Wang

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

Comments 10 pages, 5 figures

1907.03069 2019-07-18 cs.CV 57%

Deep Learning for Fine-Grained Image Analysis: A Survey

Xiu-Shen Wei, Jianxin Wu, Quan Cui

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

Comments Project page: http://www.weixiushen.com/project/Awesome_FGIA/Awesome_FGIA.html. arXiv admin note: text overlap with arXiv:1902.06068 by other authors

1905.06484 2019-05-20 cs.LG cs.CV 57%

Semi-supervised learning based on generative adversarial network: a comparison between good GAN and bad GAN approach

Wenyuan Li, Zichen Wang, Jiayun Li, Jennifer Polson, William Speier, Corey Arnold

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

Comments This paper appears at CVPR 2019 Weakly Supervised Learning for Real-World Computer Vision Applications (LID) Workshop

1901.03554 2019-01-14 cs.CV 57%

CSGAN: Cyclic-Synthesized Generative Adversarial Networks for Image-to-Image Transformation

Kishan Babu Kancharagunta, Shiv Ram Dubey

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

1811.08561 2018-11-22 cs.CV cs.LG 57%

Adaptive Re-ranking of Deep Feature for Person Re-identification

Yong Liu, Lin Shang, Andy Song

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

1806.09764 2018-11-21 cs.LG cs.CL cs.CV stat.ML 57%

Deep Generative Models with Learnable Knowledge Constraints

Zhiting Hu, Zichao Yang, Ruslan Salakhutdinov, Xiaodan Liang, Lianhui Qin, Haoye Dong, Eric Xing

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

Comments Neural Information Processing Systems (NeurIPS) 2018

1806.08672 2018-11-21 stat.ML cs.CV cs.LG 57%

Variational learning across domains with triplet information

Rita Kuznetsova, Oleg Bakhteev, Alexandr Ogaltsov

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

1709.03485 2018-02-05 cs.CV cs.LG cs.NE 57%

NiftyNet: a deep-learning platform for medical imaging

Eli Gibson, Wenqi Li, Carole Sudre, Lucas Fidon, Dzhoshkun I. Shakir, Guotai Wang, Zach Eaton-Rosen, Robert Gray, Tom Doel, Yipeng Hu, Tom Whyntie, Parashkev Nachev, Marc Modat, Dean C. Barratt, Sébastien Ourselin, M. Jorge Cardoso, Tom Vercauteren

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

Comments Wenqi Li and Eli Gibson contributed equally to this work. M. Jorge Cardoso and Tom Vercauteren contributed equally to this work. 26 pages, 6 figures; Update includes additional applications, updated author list and formatting for journal submission

1801.06790 2018-01-23 cs.CV 57%

Decoupled Learning for Conditional Adversarial Networks

Zhifei Zhang, Yang Song, Hairong Qi

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

1712.02854 2017-12-11 cs.CV physics.geo-ph stat.ML 57%

Stochastic reconstruction of an oolitic limestone by generative adversarial networks

Lukas Mosser, Olivier Dubrule, Martin J. Blunt

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

Comments 22 pages, 14 figures

1712.00712 2017-12-05 eess.IV cs.AI cs.CV cs.NE 57%

Evaluation of Alzheimer's Disease by Analysis of MR Images using Multilayer Perceptrons and Kohonen SOM Classifiers as an Alternative to the ADC Maps

Wellington Pinheiro dos Santos, Ricardo Emmanuel de Souza, Plínio B. dos Santos Filho

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

Comments 29th Annual Conference of the IEEE Engineering in Medicine and Biology Society - EMBC 2007

1711.07974 2017-11-22 cs.CV 57%

WAYLA - Generating Images from Eye Movements

Bingqing Yu, James J. Clark

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

1607.05967 2016-07-21 cs.CV 57%

Interactive Illumination Invariance

Han Gong, Graham Finlayson

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

Journal ref Color and Imaging Conference, Volume 2015, Number 1, October 2015, pp. 186-190(5)

1603.06398 2016-03-22 cs.CV 57%

Appearance Harmonization for Single Image Shadow Removal

Liqian Ma, Jue Wang, Eli Shechtman, Kalyan Sunkavalli, Shimin Hu

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

1512.07344 2015-12-25 cs.CV cs.LG stat.ML 57%

A Deep Generative Deconvolutional Image Model

Yunchen Pu, Xin Yuan, Andrew Stevens, Chunyuan Li, Lawrence Carin

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

Comments 10 pages, 7 figures. Appearing in Proceedings of the 19th International Conference on Artificial Intelligence and Statistics (AISTATS) 2016, Cadiz, Spain. JMLR: W&CP volume 41

1302.6557 2013-11-11 cs.CV cs.AI 57%

Geodesic-based Salient Object Detection

Richard M Jiang

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

Comments The manuscript was submitted to a conference. Due to anonymous review policy by the conference, I'd like to withdraw it temporarily

Journal ref This is a revised version of our submissions to CVPR 2012, SIGRAPH Asia 2012, and CVPR 2013;

1210.2826 2012-10-11 cs.CV math.DG 57%

An anisotropy preserving metric for DTI processing

Anne Collard, Silvère Bonnabel, Christophe Phillips, Rodolphe Sepulchre

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

2608.18701 2026-08-20 cs.RO 新提交 50%

SoftVTBench: A Deformation-Aware Visuo-Tactile Dataset and Benchmark for Deformable-Object Manipulation

SoftVTBench：面向可变形物体操作的形变感知视觉-触觉数据集与基准

Bowen Jing, Mingxin Wang, Ruiyang Hao, Chenchen Ge, Hanwen Shen, Junjie He, Yang Cui, Yiming Hou, Weitao Zhou, Jiawei Wang, Minglei Li, Dandan Zhang, Ding Zhao, Houde Liu, Xiaofan Li, Si Liu, Ping Luo, Haibao Yu

机构 * Tuojing Intelligence（拓境智能）； Tsinghua University（清华大学）； Southeast University（东南大学）； Stevens Institute of Technology（斯蒂文斯理工学院）； The Hong Kong University of Science and Technology (Guangzhou)（香港科技大学（广州））； University of Manchester（曼彻斯特大学）； Simple AI ； Imperial College London（帝国理工学院）； Carnegie Mellon University（卡内基梅隆大学）； Zhejiang University（浙江大学）； Beihang University（北京航空航天大学）； The University of Hong Kong（香港大学）

专题命中图像生成评测：diffusion(abstract)

AI总结本研究推出SoftVTBench视觉-触觉数据集与基准，定义形变感知成功率（DSR），发现触觉信息本身未必提升多模态融合，为可变形物体操作的物理交互研究提供资源。

2605.00062 2026-08-18 eess.IV cs.LG 版本更新 50%

RETO: A Rotary-Enhanced Transformer Operator for High-Fidelity Prediction of Automotive Aerodynamics

RETO：一种增强旋转的Transformer操作符用于汽车气动性能的高保真预测

Bojun Zhang, Huiyu Yang, Yunpeng Wang, Yuntian Chen, Yuanwei Bin, Rikui Zhang, Jianchun Wang

机构 * Department of Mechanics and Aerospace Engineering, Southern University of Science and Technology（南方科技大学机械与航空航天工程系）； Shenzhen Key Laboratory of Complex Aerospace Flows, Southern University of Science and Technology（深圳复杂航空航天流动重点实验室）； Ningbo Key Laboratory of Advanced Manufacturing Simulation, Eastern Institute of Technology（宁波先进制造模拟重点实验室）； Shenzhen Tenfong Science and Technology Co., Ltd.（深圳天丰科技有限公司）

专题命中图像生成评测：diffusion(abstract)

AI总结本文提出RETO操作符，通过双阶段空间意识机制提升汽车气动预测精度，实验显示其在ShapeNet和DrivAerML数据集上均优于现有方法。

2505.21116 2026-08-18 cs.HC cs.AI cs.CL 50%

Creativity in LLM-based Multi-Agent Systems: A Survey

Yi-Cheng Lin, Kang-Chieh Chen, Zhe-Yan Li, Tzu-Heng Wu, Tzu-Hsuan Wu, Kuan-Yu Chen, Hung-yi Lee, Yun-Nung Chen

专题命中图像生成评测：image generation(abstract)

Comments 23 pages

Journal ref Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing (EMNLP 2025), pages 27572-27595

1. 图像生成评测 1207 篇

Reliable Fidelity and Diversity Metrics for Generative Models

AdversarialNAS: Adversarial Neural Architecture Search for GANs

Discriminator Contrastive Divergence: Semi-Amortized Generative Modeling by Exploring Energy of the Discriminator

Toward Accurate and Realistic Virtual Try-on Through Shape Matching and Multiple Warps

When Relation Networks meet GANs: Relation GANs with Triplet Loss

Improving the Evaluation of Generative Models with Fuzzy Logic

Synthetic-Neuroscore: Using A Neuro-AI Interface for Evaluating Generative Adversarial Networks

HYPE: A Benchmark for Human eYe Perceptual Evaluation of Generative Models

FaceForensics++: Learning to Detect Manipulated Facial Images

An End-to-End Neural Network for Image Cropping by Learning Composition from Aesthetic Photos

Fully Automated Image De-fencing using Conditional Generative Adversarial Networks

Deep Learning for Fine-Grained Image Analysis: A Survey

Semi-supervised learning based on generative adversarial network: a comparison between good GAN and bad GAN approach

CSGAN: Cyclic-Synthesized Generative Adversarial Networks for Image-to-Image Transformation

Adaptive Re-ranking of Deep Feature for Person Re-identification

Deep Generative Models with Learnable Knowledge Constraints

Variational learning across domains with triplet information

NiftyNet: a deep-learning platform for medical imaging

Decoupled Learning for Conditional Adversarial Networks

Stochastic reconstruction of an oolitic limestone by generative adversarial networks

Evaluation of Alzheimer's Disease by Analysis of MR Images using Multilayer Perceptrons and Kohonen SOM Classifiers as an Alternative to the ADC Maps

WAYLA - Generating Images from Eye Movements

Interactive Illumination Invariance

Appearance Harmonization for Single Image Shadow Removal

A Deep Generative Deconvolutional Image Model

Geodesic-based Salient Object Detection

An anisotropy preserving metric for DTI processing

SoftVTBench: A Deformation-Aware Visuo-Tactile Dataset and Benchmark for Deformable-Object Manipulation

RETO: A Rotary-Enhanced Transformer Operator for High-Fidelity Prediction of Automotive Aerodynamics

Creativity in LLM-based Multi-Agent Systems: A Survey