Generative Adversarial Networks in Human Emotion Synthesis:A Review

28 October 2020

Noushin Hajarolasvadi

Papers citing "Generative Adversarial Networks in Human Emotion Synthesis:A Review"

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Title
Mic2Mic: Using Cycle-Consistent Generative Adversarial Networks to Overcome Microphone Variability in Speech Systems Akhil Mathur Anton Isopoussu F. Kawsar N. Bianchi-Berthouze Nicholas D. Lane 47 52 0 27 Mar 2020
A Survey and Taxonomy of Adversarial Neural Networks for Text-to-Image Synthesis Jorge Agnese Jonathan Herrera Haicheng Tao Xingquan Zhu EGVM 61 102 0 21 Oct 2019
MetaPix: Few-Shot Video Retargeting Jessica Lee Deva Ramanan Rohit Girdhar VGen ViT 49 26 0 10 Oct 2019
Realistic Speech-Driven Facial Animation with GANs Konstantinos Vougioukas Stavros Petridis Maja Pantic 120 294 0 14 Jun 2019
Generative Adversarial Networks in Computer Vision: A Survey and Taxonomy Zhengwei Wang Qi She T. Ward MedIm EGVM 97 90 0 04 Jun 2019
CycleGAN-VC2: Improved CycleGAN-based Non-parallel Voice Conversion Takuhiro Kaneko Hirokazu Kameoka Kou Tanaka Nobukatsu Hojo 54 258 0 09 Apr 2019
Wav2Pix: Speech-conditioned Face Generation using Generative Adversarial Networks A. Duarte Francisco Roldan Miquel Tubau Janna Escur Santiago Pascual Amaia Salvador Eva Mohedano Kevin McGuinness Jordi Torres Xavier Giró-i-Nieto GAN CVBM 55 79 0 25 Mar 2019
GANSynth: Adversarial Neural Audio Synthesis Jesse Engel Kumar Krishna Agrawal Shuo Chen Ishaan Gulrajani Chris Donahue Adam Roberts 81 392 0 23 Feb 2019
Nonparallel Emotional Speech Conversion Jian Gao Deep Chakraborty H. Tembine Olaitan Olaleye 46 69 0 03 Nov 2018
WaveCycleGAN: Synthetic-to-natural speech waveform conversion using cycle-consistent adversarial networks Kou Tanaka Takuhiro Kaneko Nobukatsu Hojo Hirokazu Kameoka 55 43 0 25 Sep 2018
ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks Xintao Wang Ke Yu Shixiang Wu Jinjin Gu Yihao Liu Chao Dong Chen Change Loy Yu Qiao Xiaoou Tang 131 3,718 0 01 Sep 2018
Recycle-GAN: Unsupervised Video Retargeting Aayush Bansal Shugao Ma Deva Ramanan Yaser Sheikh VGen DiffM 73 297 0 15 Aug 2018
Pose Guided Human Video Generation Ceyuan Yang Zhe Wang Xinge Zhu Chen Huang Jianping Shi Dahua Lin GAN 37 147 0 30 Jul 2018
GANimation: Anatomically-aware Facial Animation from a Single Image Albert Pumarola Antonio Agudo Aleix M. Martinez Alberto Sanfeliu Francesc Moreno-Noguer CVBM GAN 58 586 0 24 Jul 2018
A Large-Scale Study on Regularization and Normalization in GANs Karol Kurach Mario Lucic Xiaohua Zhai Marcin Michalski Sylvain Gelly AI4CE 77 155 0 12 Jul 2018
End-to-End Speech-Driven Facial Animation with Temporal GANs Konstantinos Vougioukas Stavros Petridis Maja Pantic CVBM 62 103 0 23 May 2018
The Voice Conversion Challenge 2018: Promoting Development of Parallel and Nonparallel Methods Jaime Lorenzo-Trueba Junichi Yamagishi Tomoki Toda Daisuke Saito F. Villavicencio Tomi Kinnunen Zhenhua Ling 50 320 0 12 Apr 2018
Speech waveform synthesis from MFCC sequences with generative adversarial networks Lauri Juvela Bajibabu Bollepalli Xin Wang Hirokazu Kameoka Manu Airaksinen Junichi Yamagishi P. Alku 34 52 0 03 Apr 2018
BAGAN: Data Augmentation with Balancing GAN G. Mariani Florian Scheidegger R. Istrate C. Bekas A. Malossi 47 311 0 26 Mar 2018
Which Training Methods for GANs do actually Converge? L. Mescheder Andreas Geiger Sebastian Nowozin 73 1,464 0 13 Jan 2018
Geometry Guided Adversarial Facial Expression Synthesis Lingxiao Song Zhihe Lu Ran He Zhenan Sun Tieniu Tan GAN CVBM 64 155 0 10 Dec 2017
TV-GAN: Generative Adversarial Network Based Thermal to Visible Face Recognition Teng Zhang Arnold Wiliem Siqi Yang Brian C. Lovell GAN CVBM PICV ViT 59 100 0 07 Dec 2017
High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs Ting-Chun Wang Ming-Yuan Liu Jun-Yan Zhu Andrew Tao Jan Kautz Bryan Catanzaro SSeg 161 3,932 0 30 Nov 2017
AttGAN: Facial Attribute Editing by Only Changing What You Want Zhenliang He W. Zuo Meina Kan Shiguang Shan Xilin Chen GAN CVBM 86 703 0 29 Nov 2017
Look, Imagine and Match: Improving Textual-Visual Cross-Modal Retrieval with Generative Models Jiuxiang Gu Jianfei Cai Shafiq Joty Li Niu G. Wang VLM 61 360 0 17 Nov 2017
Dynamic Routing Between Capsules S. Sabour Nicholas Frosst Geoffrey E. Hinton 161 4,589 0 26 Oct 2017
Generative Adversarial Networks: An Overview Antonia Creswell Tom White Vincent Dumoulin Kai Arulkumaran B. Sengupta Anil A Bharath GAN 102 3,033 0 19 Oct 2017
Photorealistic Facial Expression Synthesis by the Conditional Difference Adversarial Autoencoder Yuqian Zhou Bertram Emil Shi CVBM 57 78 0 30 Aug 2017
AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild A. Mollahosseini Behzad Hasani Mohammad H. Mahoor CVBM 80 1,631 0 14 Aug 2017
Improved Speech Reconstruction from Silent Video Ariel Ephrat Tavi Halperin Shmuel Peleg 62 89 0 01 Aug 2017
VoxCeleb: a large-scale speaker identification dataset Arsha Nagrani Joon Son Chung Andrew Zisserman 117 2,273 0 26 Jun 2017
Stabilizing Adversarial Nets With Prediction Methods A. Yadav Sohil Shah Zheng Xu David Jacobs Tom Goldstein ODL 82 89 0 20 May 2017
Generative Face Completion Yijun Li Sifei Liu Jimei Yang Ming-Hsuan Yang CVBM 3DH 59 602 0 19 Apr 2017
Neural Face Editing with Intrinsic Image Disentangling Zhixin Shu Ersin Yumer Sunil Hadap Kalyan Sunkavalli Eli Shechtman Dimitris Samaras CVBM DRL GAN 89 285 0 13 Apr 2017
Beyond Face Rotation: Global and Local Perception GAN for Photorealistic and Identity Preserving Frontal View Synthesis Rui Huang Shu Zhang Tianyu Li Ran He GAN CVBM 87 631 0 13 Apr 2017
Multi-Agent Diverse Generative Adversarial Networks Arna Ghosh Viveka Kulharia Vinay P. Namboodiri Philip Torr P. Dokania GAN 65 305 0 10 Apr 2017
Voice Conversion from Unaligned Corpora using Variational Autoencoding Wasserstein Generative Adversarial Networks Chin-Cheng Hsu Hsin-Te Hwang Yi-Chiao Wu Yu Tsao H. Wang DRL 77 314 0 04 Apr 2017
Improved Training of Wasserstein GANs Ishaan Gulrajani Faruk Ahmed Martín Arjovsky Vincent Dumoulin Aaron Courville GAN 185 9,533 0 31 Mar 2017
BEGAN: Boundary Equilibrium Generative Adversarial Networks David Berthelot Tom Schumm Luke Metz GAN 100 1,154 0 31 Mar 2017
SEGAN: Speech Enhancement Generative Adversarial Network Santiago Pascual Antonio Bonafonte Joan Serrà GAN 76 1,146 0 28 Mar 2017
Learning to Discover Cross-Domain Relations with Generative Adversarial Networks Taeksoo Kim Moonsu Cha Hyunsoo Kim Jung Kwon Lee Jiwon Kim GAN OOD 89 1,979 0 15 Mar 2017
Vid2speech: Speech Reconstruction from Silent Video Ariel Ephrat Shmuel Peleg 80 123 0 02 Jan 2017
Semantic Facial Expression Editing using Autoencoded Flow Raymond A. Yeh Ziwei Liu Dan B. Goldman A. Agarwala CVBM 3DH 54 73 0 30 Nov 2016
Least Squares Generative Adversarial Networks Xudong Mao Qing Li Haoran Xie Raymond Y. K. Lau Zhen Wang Stephen Paul Smolley GAN 321 4,569 0 13 Nov 2016
GANS for Sequences of Discrete Elements with the Gumbel-softmax Distribution Matt J. Kusner José Miguel Hernández-Lobato GAN 81 328 0 12 Nov 2016
Categorical Reparameterization with Gumbel-Softmax Eric Jang S. Gu Ben Poole BDL 295 5,360 0 03 Nov 2016
The Concrete Distribution: A Continuous Relaxation of Discrete Random Variables Chris J. Maddison A. Mnih Yee Whye Teh BDL 169 2,529 0 02 Nov 2016
Conditional Image Synthesis With Auxiliary Classifier GANs Augustus Odena C. Olah Jonathon Shlens GAN 415 3,209 0 30 Oct 2016
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network C. Ledig Lucas Theis Ferenc Huszár Jose Caballero Andrew Cunningham ... Andrew P. Aitken Alykhan Tejani J. Totz Zehan Wang Wenzhe Shi GAN 240 10,674 0 15 Sep 2016
Energy-based Generative Adversarial Network Jiaqi Zhao Michaël Mathieu Yann LeCun GAN 133 1,114 0 11 Sep 2016