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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
SketchyCOCO: Image Generation from Freehand Scene SketchesComputer Vision and Pattern Recognition (CVPR), 2020 Chengying Gao Qi Liu Qi Xu Limin Wang Jianzhuang Liu C. Zou 444 132 0 05 Mar 2020
GANwriting: Content-Conditioned Generation of Styled Handwritten Word ImagesEuropean Conference on Computer Vision (ECCV), 2020 Lei Kang Pau Riba Yaxing Wang Marçal Rusiñol Alicia Fornés M. Villegas DiffM GAN 217 105 0 05 Mar 2020
A Novel Measure to Evaluate Generative Adversarial Networks Based on Direct Analysis of Generated Images Shuyue Guan Murray H. Loew EGVM 163 13 0 27 Feb 2020
Topology Distance: A Topology-Based Approach For Evaluating Generative Adversarial NetworksAAAI Conference on Artificial Intelligence (AAAI), 2020 Danijela Horak Simiao Yu G. Salimi-Khorshidi EGVM 95 18 0 27 Feb 2020
xAI-GAN: Enhancing Generative Adversarial Networks via Explainable AI Systems Vineel Nagisetty Laura Graves Joseph Scott Vijay Ganesh GAN DRL 177 34 0 24 Feb 2020
A Novel Framework for Selection of GANs for an Application Tanya Motwani Manojkumar Somabhai Parmar 260 10 0 20 Feb 2020
GANILLA: Generative Adversarial Networks for Image to Illustration TranslationImage and Vision Computing (IVC), 2020 Samet Hicsonmez Nermin Samet Emre Akbas P. D. Sahin EGVM GAN 191 50 0 13 Feb 2020
A Review on Generative Adversarial Networks: Algorithms, Theory, and ApplicationsIEEE Transactions on Knowledge and Data Engineering (TKDE), 2020 Jie Gui Zhenan Sun Yonggang Wen Dacheng Tao Jieping Ye EGVM 234 992 0 20 Jan 2020
Motion Classification using Kinematically Sifted ACGAN-Synthesized Radar Micro-Doppler SignaturesIEEE Transactions on Aerospace and Electronic Systems (TAES), 2020 B. Erol S. Gurbuz M. Amin 67 66 0 19 Jan 2020
Latent Variables on Spheres for Autoencoders in High Dimensions Deli Zhao Jiapeng Zhu Bo Zhang DRL 69 10 0 21 Dec 2019
Lower Dimensional Kernels for Video DiscriminatorsNeural Networks (NN), 2019 Emmanuel Kahembwe S. Ramamoorthy 177 52 0 18 Dec 2019
Normalization of breast MRIs using Cycle-Consistent Generative Adversarial Networks Gourav Modanwal Adithya Vellal Maciej A. Mazurowski MedIm 200 30 0 16 Dec 2019
Modeling EEG data distribution with a Wasserstein Generative Adversarial Network to predict RSVP EventsIEEE transactions on neural systems and rehabilitation engineering (TNSRE), 2019 Sharaj Panwar P. Rad T. Jung Yufei Huang GAN 194 60 0 11 Nov 2019
Semantic Object Accuracy for Generative Text-to-Image SynthesisIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019 Tobias Hinz Stefan Heinrich S. Wermter EGVM 299 177 0 29 Oct 2019
The Six Fronts of the Generative Adversarial Networks Alceu Bissoto Eduardo Valle Sandra Avila GAN AI4CE 147 18 0 29 Oct 2019
Fully Parallel Hyperparameter Search: Reshaped Space-FillingInternational Conference on Machine Learning (ICML), 2019 Marie-Liesse Cauwet Camille Couprie J. Dehos Pauline Luc Jérémy Rapin M. Rivière F. Teytaud O. Teytaud 203 28 0 18 Oct 2019
A cost-effective method for improving and re-purposing large, pre-trained GANs by fine-tuning their class-embeddings Qi Li Long Mai Michael A. Alcorn Anh Totti Nguyen 303 6 0 10 Oct 2019
Training Generative Networks with general Optimal Transport distances Vaios Laschos Jan Tinapp Klaus Obermayer OT GAN 114 0 0 01 Oct 2019
Synthesis of Realistic ECG using Generative Adversarial Networks Anne Marie Delaney Eoin Brophy T. Ward 143 94 0 19 Sep 2019
Cosmological N-body simulations: a challenge for scalable generative modelsComputational Astrophysics and Cosmology (CAC), 2019 Nathanael Perraudin Ankit Srivastava Aurelien Lucchi T. Kacprzak Thomas Hofmann Alexandre Réfrégier 161 36 0 15 Aug 2019
Controlling biases and diversity in diverse image-to-image translationComputer Vision and Image Understanding (CVIU), 2019 Yaxing Wang Abel Gonzalez-Garcia Joost van de Weijer Luis Herranz 125 6 0 23 Jul 2019
Gesture-to-Gesture Translation in the Wild via Category-Independent Conditional MapsACM Multimedia (ACM MM), 2019 Yahui Liu Marco De Nadai Gloria Zen Andrii Zadaianchuk Bruno Lepri GAN SLR 134 19 0 12 Jul 2019
On the Evaluation of Conditional GANs Terrance Devries Adriana Romero Luis Villaseñor-Pineda Graham W. Taylor M. Drozdzal EGVM 144 48 0 11 Jul 2019
Enhanced generative adversarial network for 3D brain MRI super-resolutionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2019 Jiancong Wang Yuhua Chen Yifan Wu Jianbo Shi J. Gee MedIm GAN 122 73 0 10 Jul 2019
Continual Learning for Robotics: Definition, Framework, Learning Strategies, Opportunities and ChallengesInformation Fusion (Inf. Fusion), 2019 Timothée Lesort Vincenzo Lomonaco Andrei Stoian Davide Maltoni David Filliat Natalia Díaz Rodríguez CLL 284 281 0 29 Jun 2019
Curriculum Learning for Deep Generative Models with Clustering Deli Zhao Jiapeng Zhu Zhenfang Guo Bo Zhang GNN 155 2 0 27 Jun 2019
Generative Adversarial Networks in Computer Vision: A Survey and Taxonomy Zhengwei Wang Qi She T. Ward MedIm EGVM 635 92 0 04 Jun 2019
Near-Term Quantum-Classical Associative Adversarial Networks Eric R. Anschütz Cristian Zanoci GAN 129 13 0 30 May 2019
Semi-Implicit Generative Model Mingzhang Yin Mingyuan Zhou VLM GAN 114 3 0 29 May 2019
The Shape of Data: Intrinsic Distance for Data DistributionsInternational Conference on Learning Representations (ICLR), 2019 Anton Tsitsulin Marina Munkhoeva Davide Mottin Panagiotis Karras A. Bronstein Ivan Oseledets Emmanuel Müller 188 57 0 27 May 2019
Augmenting Physiological Time Series Data: A Case Study for Sleep Apnea Detection K. Nikolaidis Stein Kristiansen V. Goebel T. Plagemann Knut Liestøl Mohan S. Kankanhalli AI4TS 114 23 0 22 May 2019
ReshapeGAN: Object Reshaping by Providing A Single Reference Image Ziqiang Zheng Yang Wu Zhibin Yu Yang Yang Haiyong Zheng T. Kanade GAN 81 0 0 16 May 2019
One-Shot Image-to-Image Translation via Part-Global Learning with a Multi-adversarial FrameworkIEEE transactions on multimedia (IEEE TMM), 2019 Ziqiang Zheng Zhibin Yu Haiyong Zheng Yang Yang Heng Tao Shen 132 15 0 12 May 2019
Synthetic-Neuroscore: Using A Neuro-AI Interface for Evaluating Generative Adversarial Networks Zhengwei Wang Qi She Alan F. Smeaton T. Ward Graham Healy EGVM 248 12 0 10 May 2019
DiamondGAN: Unified Multi-Modal Generative Adversarial Networks for MRI Sequences SynthesisInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2019 Hongwei Bran Li Johannes C. Paetzold Anjany Sekuboyina Florian Kofler Jianguo Zhang Jan S. Kirschke Benedikt Wiestler Bjoern Menze GAN MedIm 149 92 0 29 Apr 2019
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 VLM EGVM 180 131 0 01 Apr 2019
GAN- vs. JPEG2000 Image Compression for Distributed Automotive Perception: Higher Peak SNR Does Not Mean Better Semantic Segmentation Jonas Löhdefink Andreas Bär Nico M. Schmidt Fabian Hüger Peter Schlicht Tim Fingscheidt 129 15 0 12 Feb 2019
Out-of-Sample Testing for GANs Pablo Sánchez-Martín Pablo M. Olmos Fernando Perez-Cruz 126 2 0 28 Jan 2019
Detecting Overfitting of Deep Generative Networks via Latent Recovery Ryan Webster Julien Rabin Loïc Simon F. Jurie GAN 155 103 0 09 Jan 2019
On Relativistic $f$ -Divergences Alexia Jolicoeur-Martineau 77 21 0 08 Jan 2019
Evaluating Generative Adversarial Networks on Explicitly Parameterized Distributions S. O'Brien Matthew Groh Abhimanyu Dubey 51 2 0 27 Dec 2018
Generative Models from the perspective of Continual Learning Timothée Lesort Hugo Caselles-Dupré Michael Garcia Ortiz Andrei Stoian David Filliat VLM DiffM 147 167 0 21 Dec 2018
A Survey of Unsupervised Deep Domain Adaptation Garrett Wilson D. Cook OOD 293 909 0 06 Dec 2018
Void Filling of Digital Elevation Models with Deep Generative Models K. Gavriil G. Muntingh O. Barrowclough GAN DiffM 193 24 0 30 Nov 2018
GAN Dissection: Visualizing and Understanding Generative Adversarial Networks David Bau Jun-Yan Zhu Hendrik Strobelt Bolei Zhou J. Tenenbaum William T. Freeman Antonio Torralba GAN 67 0 0 26 Nov 2018
Train Sparsely, Generate Densely: Memory-efficient Unsupervised Training of High-resolution Temporal GANInternational Journal of Computer Vision (IJCV), 2018 Masaki Saito Shunta Saito Masanori Koyama Sosuke Kobayashi 240 156 0 22 Nov 2018
Adversarial Feedback LoopIEEE International Conference on Computer Vision (ICCV), 2018 Firas Shama Roey Mechrez Alon Shoshan Lihi Zelnik-Manor 163 23 0 20 Nov 2018
A domain agnostic measure for monitoring and evaluating GANs Paulina Grnarova Kfir Y. Levy Aurelien Lucchi Nathanael Perraudin Ian Goodfellow Thomas Hofmann Andreas Krause EGVM 226 8 0 13 Nov 2018
Use of Neural Signals to Evaluate the Quality of Generative Adversarial Network Performance in Facial Image Generation Zhengwei Wang Graham Healy Alan F. Smeaton T. Ward EGVM 213 39 0 10 Nov 2018
Bias and Generalization in Deep Generative Models: An Empirical StudyNeural Information Processing Systems (NeurIPS), 2018 Shengjia Zhao Hongyu Ren Arianna Yuan Jiaming Song Noah D. Goodman Stefano Ermon AI4CE 145 147 0 08 Nov 2018