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Pros and Cons of GAN Evaluation Measures

9 February 2018

Papers citing "Pros and Cons of GAN Evaluation Measures"

50 / 316 papers shown

Title
Data Augmentation techniques in time series domain: A survey and taxonomy Guillermo Iglesias Edgar Talavera Ángel González-Prieto Alberto Mozo S. Gómez-Canaval AI4TS 367 244 0 25 Jun 2022
StudioGAN: A Taxonomy and Benchmark of GANs for Image SynthesisIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Minguk Kang Joonghyuk Shin Jaesik Park EGVM 308 87 0 19 Jun 2022
Evaluating Graph Generative Models with Contrastively Learned FeaturesNeural Information Processing Systems (NeurIPS), 2022 Hamed Shirzad Kaveh Hassani Danica J. Sutherland 175 9 0 13 Jun 2022
Why is constrained neural language generation particularly challenging? Cristina Garbacea Qiaozhu Mei 322 18 0 11 Jun 2022
Subjective Quality Assessment for Images Generated by Computer GraphicsIEEE International Workshop on Multimedia Signal Processing (MMSP), 2022 Tao Wang Zicheng Zhang Wei Sun Xiongkuo Min Wei Lu Guangtao Zhai 202 5 0 10 Jun 2022
Learning Robust Representations Of Generative Models Using Set-Based Artificial Fingerprints Hae Jin Song Wael AbdAlmageed OOD 134 0 0 04 Jun 2022
Generative Models with Information-Theoretic Protection Against Membership Inference Attacks Parisa Hassanzadeh Rupam Acharyya 100 3 0 31 May 2022
Structured Uncertainty in the Observation Space of Variational Autoencoders James A. G. Langley M. Monteiro Charles Jones Nick Pawlowski Ben Glocker CML OOD BDL DRL 160 3 0 25 May 2022
Paired Image-to-Image Translation Quality Assessment Using Multi-Method Fusion Stefan Borasinski Esin Yavuz Sébastien Béhuret EGVM 45 2 0 09 May 2022
Multichannel Synthetic Preictal EEG Signals to Enhance the Prediction of Epileptic SeizuresIEEE Transactions on Biomedical Engineering (IEEE TBME), 2022 Yankun Xu Jie Yang Mohamad Sawan 170 36 0 29 Apr 2022
Assessing the ability of generative adversarial networks to learn canonical medical image statisticsIEEE Transactions on Medical Imaging (IEEE TMI), 2022 Varun A. Kelkar Dimitrios S. Gotsis F. Brooks K. Prabhat Kyle J. Myers R. Zeng M. Anastasio MedIm GAN LM&MA 195 36 0 26 Apr 2022
Generative Adversarial Networks for Image Augmentation in Agriculture: A Systematic Review E. Olaniyi Dong Chen Yuzhen Lu Ya-Yu Huang 217 40 0 10 Apr 2022
Evaluating Procedures for Establishing Generative Adversarial Network-based Stochastic Image Models in Medical Imaging Varun A. Kelkar Dimitrios S. Gotsis F. Brooks Kyle J. Myers Prabhat Kc R. Zeng M. Anastasio MedIm 126 1 0 07 Apr 2022
Normalizing Flow-based Day-Ahead Wind Power Scenario Generation for Profitable and Reliable Delivery Commitments by Wind Farm OperatorsComputers and Chemical Engineering (CCE), 2022 Eike Cramer Leonard Paeleke Alexander Mitsos Manuel Dahmen 190 14 0 05 Apr 2022
InstaFormer: Instance-Aware Image-to-Image Translation with TransformerComputer Vision and Pattern Recognition (CVPR), 2022 Soohyun Kim Jongbeom Baek Jihye Park Gyeongnyeon Kim Seung Wook Kim ViT 277 55 0 30 Mar 2022
From MIM-Based GAN to Anomaly Detection:Event Probability Influence on Generative Adversarial NetworksIEEE Internet of Things Journal (IEEE IoT J.), 2022 R. She Pingyi Fan GAN 111 8 0 25 Mar 2022
Generative Modeling Helps Weak Supervision (and Vice Versa)International Conference on Learning Representations (ICLR), 2022 Benedikt Boecking Nicholas Roberts Willie Neiswanger Stefano Ermon Frederic Sala Artur Dubrawski 388 1 0 22 Mar 2022
A survey on GANs for computer vision: Recent research, analysis and taxonomyComputer Science Review (CSR), 2022 Guillermo Iglesias Edgar Talavera Alberto Díaz-Álvarez EGVM AI4TS 283 86 0 21 Mar 2022
deepNIR: Datasets for generating synthetic NIR images and improved fruit detection system using deep learning techniquesItalian National Conference on Sensors (INS), 2022 Inkyu Sa Jongyoon Lim H. Ahn Bruce A. MacDonald 145 26 0 17 Mar 2022
Synthetic Defect Generation for Display Front-of-Screen Quality Inspection: A SurveySID Symposium Digest of Technical Papers (SID), 2022 Shancong Mou Mengsi Cao Zhendong Hong Ping Huang Jiulong Shan Jianjun Shi 206 5 0 03 Mar 2022
What Makes Transfer Learning Work For Medical Images: Feature Reuse & Other FactorsComputer Vision and Pattern Recognition (CVPR), 2022 Christos Matsoukas Johan Fredin Haslum Moein Sorkhei Magnus P Soderberg Kevin Smith VLM OOD MedIm 401 109 0 02 Mar 2022
Scenario Parameter Generation Method and Scenario Representativeness Metric for Scenario-Based Assessment of Automated Vehicles Erwin de Gelder Jasper P Hof Eric Cator J. Paardekooper Olaf Op den Camp J. Ploeg B. de Schutter 92 43 0 24 Feb 2022
CycleGAN for Undamaged-to-Damaged Domain Translation for Structural Health Monitoring and Damage DetectionMechanical systems and signal processing (MSSP), 2022 Furkan Luleci F. Catbas Onur Avcı AI4CE 173 67 0 16 Feb 2022
An Optimal Transport Perspective on Unpaired Image Super-ResolutionJournal of Optimization Theory and Applications (JOTA), 2022 Milena Gazdieva Litu Rout Alexander Korotin A. Kravchenko Alexander N. Filippov Evgeny Burnaev Evgeny Burnaev OT 293 14 0 02 Feb 2022
On the Robustness of Quality Measures for GANsEuropean Conference on Computer Vision (ECCV), 2022 Motasem Alfarra Juan C. Pérez Anna Frühstück Juil Sock Peter Wonka Guohao Li AAML EGVM 287 10 0 31 Jan 2022
Addressing the Intra-class Mode Collapse Problem using Adaptive Input Image Normalization in GAN-based X-ray ImagesAnnual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2022 Muhammad Muneeb Saad M. H. Rehmani Ruairi O'Reilly GAN MedIm AI4CE 133 13 0 25 Jan 2022
Generalization Metrics for Practical Quantum Advantage in Generative ModelsPhysical Review Applied (Phys. Rev. Appl.), 2022 Kaitlin Gili M. Mauri A. Perdomo-Ortiz 248 9 0 21 Jan 2022
A Survey on Training Challenges in Generative Adversarial Networks for Biomedical Image AnalysisArtificial Intelligence Review (Artif Intell Rev), 2022 Muhammad Muneeb Saad Ruairi O'Reilly M. H. Rehmani MedIm 343 63 0 19 Jan 2022
Neuroplastic graph attention networks for nuclei segmentation in histopathology images Yoav Alon Huiyu Zhou GNN 185 4 0 10 Jan 2022
Optimal 1-Wasserstein Distance for WGANsBernoulli (Bernoulli), 2022 Arthur Stéphanovitch Ugo Tanielian B. Cadre N. Klutchnikoff Gérard Biau OT GAN 111 5 0 08 Jan 2022
An Evaluation Study of Generative Adversarial Networks for Collaborative FilteringEuropean Conference on Information Retrieval (ECIR), 2022 F. B. P. Maurera Maurizio Ferrari Dacrema Paolo Cremonesi 211 2 0 05 Jan 2022
Culture-to-Culture Image Translation and User Evaluation Giulia Zaino Carmine Tommaso Recchiuto A. Sgorbissa 442 3 0 05 Jan 2022
Comparison and Analysis of Image-to-Image Generative Adversarial Networks: A Survey Sagar Saxena Mohammad Nayeem Teli EGVM GAN MedIm 184 31 0 23 Dec 2021
Generating Synthetic Mixed-type Longitudinal Electronic Health Records for Artificial Intelligent Applications Jin Li B. Cairns Jingsong Li T. Zhu SyDa 243 99 0 22 Dec 2021
Mind the Gap! A Study on the Transferability of Virtual vs Physical-world Testing of Autonomous Driving SystemsIEEE Transactions on Software Engineering (TSE), 2021 Andrea Stocco Brian Pulfer Paolo Tonella 245 93 0 21 Dec 2021
Incentivizing Collaboration in Machine Learning via Synthetic Data Rewards Sebastian Shenghong Tay Xinyi Xu Chuan-Sheng Foo Bryan Kian Hsiang Low SyDa 101 40 0 17 Dec 2021
An Unsupervised Way to Understand Artifact Generating Internal Units in Generative Neural Networks Haedong Jeong Jiyeon Han Jaesik Choi 142 3 0 16 Dec 2021
BIPS: Bi-modal Indoor Panorama Synthesis via Residual Depth-aided Adversarial Learning Chang-Hwan Oh Wonjune Cho Daehee Park Yujeong Chae Lin Wang Kuk-Jin Yoon 3DV MDE 157 25 0 12 Dec 2021
Generative Adversarial Networks for Labeled Acceleration Data Augmentation for Structural Damage DetectionJournal of Civil Structural Health Monitoring (JCSHM), 2021 Furkan Luleci F. Catbas Onur Avcı 202 67 0 07 Dec 2021
Generative Adversarial Networks for Data Generation in Structural Health MonitoringFrontiers in Built Environment (Front. Built Environ.), 2021 Furkan Luleci F. Catbas Onur Avcı 107 21 0 07 Dec 2021
Generative Adversarial Networks for Labelled Vibration Data Generation Furkan Luleci F. Catbas Onur Avcı GAN AI4CE 83 9 0 07 Dec 2021
EAGAN: Efficient Two-stage Evolutionary Architecture Search for GANs Guohao Ying Xin He Bin-Bin Gao Bo Han Xiaowen Chu 147 25 0 30 Nov 2021
Unleashing Transformers: Parallel Token Prediction with Discrete Absorbing Diffusion for Fast High-Resolution Image Generation from Vector-Quantized Codes Sam Bond-Taylor P. Hessey Hiroshi Sasaki T. Breckon Chris G. Willcocks DiffM 228 85 0 24 Nov 2021
LOLNeRF: Learn from One Look Daniel Rebain Mark J. Matthews K. M. Yi Dmitry Lagun Andrea Tagliasacchi 3DV 211 114 0 19 Nov 2021
Visual Intelligence through Human Interaction Ranjay Krishna Mitchell L. Gordon Fei-Fei Li Michael S. Bernstein 178 9 0 12 Nov 2021
Selective Synthetic Augmentation with HistoGAN for Improved Histopathology Image Classification Yuan Xue Jiarong Ye Qianying Zhou L. R. Long Sameer Kiran Antani Z. Xue Carl Cornwell R. Zaino K. Cheng Xiaolei Huang MedIm 298 122 0 10 Nov 2021
Adversarial sampling of unknown and high-dimensional conditional distributions M. Hassanaly Andrew Glaws Karen Stengel Ryan N. King GAN 188 22 0 08 Nov 2021
Improving the quality of generative models through Smirnov transformationInformation Sciences (Inf. Sci.), 2021 Ángel González-Prieto Alberto Mozo Sandra Gómez Canaval Edgar Talavera 168 10 0 29 Oct 2021
Validation Methods for Energy Time Series Scenarios from Deep Generative Models Eike Cramer L. R. Gorjão Alexander Mitsos B. Schäfer D. Witthaut Manuel Dahmen 217 18 0 27 Oct 2021
Employing chunk size adaptation to overcome concept drift Jkedrzej Kozal Filip Guzy Michal Wo'zniak AI4TS 72 4 0 25 Oct 2021