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Pros and Cons of GAN Evaluation Measures

9 February 2018

Papers citing "Pros and Cons of GAN Evaluation Measures"

50 / 270 papers shown

Title
Evaluation of Categorical Generative Models -- Bridging the Gap Between Real and Synthetic DataIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022 Florence Regol Anja Kroon Mark Coates ELM EGVM 145 1 0 28 Oct 2022
Reducing Training Sample Memorization in GANs by Training with Memorization Rejection Andrew Bai Cho-Jui Hsieh Wendy Kan Hsuan-Tien Lin GAN 193 5 0 21 Oct 2022
Quantifying Quality of Class-Conditional Generative Models in Time-Series Domain Alireza Koochali Maria Walch Sankrutyayan Thota P. Schichtel Andreas Dengel Sheraz Ahmed EGVM 139 4 0 14 Oct 2022
HoechstGAN: Virtual Lymphocyte Staining Using Generative Adversarial NetworksIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Georg Wolflein I. Um David J. Harrison Ognjen Arandjelovic MedIm 153 6 0 13 Oct 2022
3D Brain and Heart Volume Generative Models: A SurveyACM Computing Surveys (ACM CSUR), 2022 Yanbin Liu Girish Dwivedi F. Boussaïd Bennamoun MedIm AI4CE 283 7 0 12 Oct 2022
A Self-attention Guided Multi-scale Gradient GAN for Diversified X-ray Image SynthesisIrish Conference on Artificial Intelligence and Cognitive Science (IAICS), 2022 Muhammad Muneeb Saad M. H. Rehmani Ruairi O'Reilly MedIm 182 13 0 09 Oct 2022
Evaluating the Performance of StyleGAN2-ADA on Medical Images M. Woodland J. Wood B. Anderson Suprateek Kundu E. Lin ... S. Yedururi Briand De Yuan-Mao Lin Ankit B. Patel Kristy K. Brock MedIm 180 32 0 07 Oct 2022
DEGAN: Time Series Anomaly Detection using Generative Adversarial Network Discriminators and Density Estimation Yueyang Gu F. Jazizadeh AI4TS 90 0 0 05 Oct 2022
Generated Faces in the Wild: Quantitative Comparison of Stable Diffusion, Midjourney and DALL-E 2 Ali Borji DiffM 307 157 0 02 Oct 2022
Semantics-Guided Object Removal for Facial Images: with Broad Applicability and Robust Style PreservationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022 Jookyung Song Yeonjin Chang Seonguk Park Nojun Kwak CVBM 97 1 0 29 Sep 2022
medigan: a Python library of pretrained generative models for medical image synthesisJournal of Medical Imaging (JMI), 2022 Richard Osuala Grzegorz Skorupko Noussair Lazrak Lidia Garrucho E. García ... Michael Rutherford Fred Prior Kaisar Kushibar Oliver Díaz Karim Lekadir LM&MA MedIm 131 25 0 28 Sep 2022
Distribution Aware Metrics for Conditional Natural Language GenerationInternational Conference on Language Resources and Evaluation (LREC), 2022 David M. Chan Yiming Ni David A. Ross Sudheendra Vijayanarasimhan Austin Myers John F. Canny 278 4 0 15 Sep 2022
Studying Bias in GANs through the Lens of RaceEuropean Conference on Computer Vision (ECCV), 2022 V. Maluleke Neerja Thakkar Tim Brooks Ethan Weber Trevor Darrell Alexei A. Efros Angjoo Kanazawa Devin Guillory 251 43 0 06 Sep 2022
Dynamics of Fourier Modes in Torus Generative Adversarial Networks Ángel González-Prieto Alberto Mozo Edgar Talavera Sandra Gómez Canaval GAN 104 7 0 05 Sep 2022
A Realism Metric for Generated LiDAR Point CloudsInternational Journal of Computer Vision (IJCV), 2022 Larissa T. Triess Christoph B. Rist David Peter J. Marius Zöllner 3DPC 126 11 0 31 Aug 2022
How good are deep models in understanding the generated images? Ali Borji OOD 86 6 0 23 Aug 2022
Evaluating the Quality and Diversity of DCGAN-based Generatively Synthesized Diabetic Retinopathy Imagery Cristina-Madalina Dragan Muhammad Muneeb Saad M. H. Rehmani Ruairi O'Reilly EGVM MedIm 188 7 0 10 Aug 2022
Explicit Use of Fourier Spectrum in Generative Adversarial Networks Soroush Sheikh Gargar GAN OOD 118 2 0 02 Aug 2022
Cooperative Distribution Alignment via JSD Upper BoundNeural Information Processing Systems (NeurIPS), 2022 Wonwoong Cho Ziyu Gong David I. Inouye 118 5 0 05 Jul 2022
Data Augmentation techniques in time series domain: A survey and taxonomy Guillermo Iglesias Edgar Talavera Ángel González-Prieto Alberto Mozo S. Gómez-Canaval AI4TS 347 234 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 272 87 0 19 Jun 2022
Why is constrained neural language generation particularly challenging? Cristina Garbacea Qiaozhu Mei 270 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 126 0 0 04 Jun 2022
Generative Models with Information-Theoretic Protection Against Membership Inference Attacks Parisa Hassanzadeh Rupam Acharyya 68 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 152 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 35 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 171 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 205 39 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 118 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 12 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 261 54 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 103 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 368 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 239 83 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 113 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 186 4 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 397 107 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 91 42 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 169 65 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 277 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 283 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
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 319 60 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 107 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 187 2 0 05 Jan 2022
Culture-to-Culture Image Translation and User Evaluation Giulia Zaino Carmine Tommaso Recchiuto A. Sgorbissa 438 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 172 31 0 23 Dec 2021