Adversarial Training in Affective Computing and Sentiment Analysis: Recent Advances and Perspectives

21 September 2018

Björn Schuller

Papers citing "Adversarial Training in Affective Computing and Sentiment Analysis: Recent Advances and Perspectives"

50 / 64 papers shown

Title
Adversarial Auto-encoders for Speech Based Emotion Recognition Saurabh Sahu Rahul Gupta Ganesh Sivaraman Wael AbdAlmageed C. Espy-Wilson GAN 52 66 0 06 Jun 2018
Beyond Narrative Description: Generating Poetry from Images by Multi-Adversarial Training Bei Liu Jianlong Fu Makoto P. Kato Masatoshi Yoshikawa GAN 55 73 0 23 Apr 2018
Domain Adversarial for Acoustic Emotion Recognition Mohammed Abdelwahab Carlos Busso 74 156 0 20 Apr 2018
Talking Face Generation by Conditional Recurrent Adversarial Network Yang Song Jingwen Zhu Dawei Li Xiaolong Wang Hairong Qi CVBM 122 194 0 13 Apr 2018
Scalable Sentiment for Sequence-to-sequence Chatbot Response with Performance Analysis Chih-Wei Lee Yau-Shian Wang Tsung-Yuan Hsu Kuan-Yu Chen Hung-yi Lee Lin-Shan Lee 48 32 0 07 Apr 2018
Expressive Speech Synthesis via Modeling Expressions with Variational Autoencoder K. Akuzawa Yusuke Iwasawa Y. Matsuo 45 139 0 06 Apr 2018
Correlated discrete data generation using adversarial training Shreyas Patel A. Kakadiya Maitrey Mehta Raj Derasari Rahul Patel Ratnik Gandhi GAN 57 19 0 03 Apr 2018
Towards Open-Set Identity Preserving Face Synthesis Jianmin Bao Dong Chen Fang Wen Houqiang Li G. Hua CVBM GAN 52 248 0 29 Mar 2018
Generative Adversarial Talking Head: Bringing Portraits to Life with a Weakly Supervised Neural Network Hai Xuan Pham Yuting Wang Vladimir Pavlovic GAN 53 33 0 21 Mar 2018
Voice Impersonation using Generative Adversarial Networks Yang Gao Rita Singh Bhiksha Raj GAN 40 100 0 19 Feb 2018
CapsuleGAN: Generative Adversarial Capsule Network Ayush Jaiswal Wael AbdAlmageed Yue Wu Premkumar Natarajan GAN MedIm 48 159 0 17 Feb 2018
Multinomial Adversarial Networks for Multi-Domain Text Classification Xilun Chen Claire Cardie OOD 45 133 0 15 Feb 2018
Geometry-Contrastive GAN for Facial Expression Transfer Fengchun Qiao Nai-Ming Yao Zirui Jiao Zhihao Li Hui Chen Hongan Wang CVBM GAN 99 51 0 06 Feb 2018
Interactive Generative Adversarial Networks for Facial Expression Generation in Dyadic Interactions Behnaz Nojavanasghari Yuchi Huang Saad M. Khan CVBM GAN 44 27 0 27 Jan 2018
Deep Learning for Sentiment Analysis : A Survey Lei Zhang Shuai Wang Bing-Quan Liu VLM 93 1,620 0 24 Jan 2018
MaskGAN: Better Text Generation via Filling in the______ W. Fedus Ian Goodfellow Andrew M. Dai 82 470 0 23 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
AttnGAN: Fine-Grained Text to Image Generation with Attentional Generative Adversarial Networks Tao Xu Pengchuan Zhang Qiuyuan Huang Han Zhang Zhe Gan Xiaolei Huang Xiaodong He GAN ViT 108 1,718 0 28 Nov 2017
Emotional End-to-End Neural Speech Synthesizer Younggun Lee Azam Rabiee Soo-Young Lee 59 106 0 15 Nov 2017
Generative Adversarial Networks: An Overview Antonia Creswell Tom White Vincent Dumoulin Kai Arulkumaran B. Sengupta Anil A Bharath GAN 111 3,051 0 19 Oct 2017
ExprGAN: Facial Expression Editing with Controllable Expression Intensity Hui Ding K. Sricharan Rama Chellappa GAN CVBM 76 197 0 12 Sep 2017
Photorealistic Facial Expression Synthesis by the Conditional Difference Adversarial Autoencoder Yuqian Zhou Bertram Emil Shi CVBM 68 78 0 30 Aug 2017
Statistical Parametric Speech Synthesis Using Generative Adversarial Networks Under A Multi-task Learning Framework Shan Yang Lei Xie Xiao Chen Xiaoyan Lou Xuan Zhu Dongyan Huang Haizhou Li GAN 57 45 0 06 Jul 2017
Adversarial Generation of Natural Language Sai Rajeswar Sandeep Subramanian Francis Dutil C. Pal Aaron Courville GAN 53 205 0 31 May 2017
End-to-End Multimodal Emotion Recognition using Deep Neural Networks Panagiotis Tzirakis George Trigeorgis M. Nicolaou Björn Schuller Stefanos Zafeiriou HAI 37 543 0 27 Apr 2017
Learning Representations of Emotional Speech with Deep Convolutional Generative Adversarial Networks Jonathan D. Chang Stefan Scherer SSL GAN 47 104 0 22 Apr 2017
Adversarial Multi-task Learning for Text Classification Pengfei Liu Xipeng Qiu Xuanjing Huang 136 612 0 19 Apr 2017
Emotional Chatting Machine: Emotional Conversation Generation with Internal and External Memory Hao Zhou Minlie Huang Tianyang Zhang Xiaoyan Zhu Bing-Qian Liu 89 738 0 04 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 85 314 0 04 Apr 2017
Learning Inverse Mapping by Autoencoder based Generative Adversarial Nets Junyu Luo Yong Xu Chenwei Tang Jiancheng Lv GAN 53 58 0 29 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 91 1,979 0 15 Mar 2017
Triple Generative Adversarial Nets Chongxuan Li T. Xu Jun Zhu Bo Zhang GAN 84 455 0 07 Mar 2017
Generalization and Equilibrium in Generative Adversarial Nets (GANs) Sanjeev Arora Rong Ge Yingyu Liang Tengyu Ma Yi Zhang GAN 54 688 0 02 Mar 2017
ArtGAN: Artwork Synthesis with Conditional Categorical GANs W. Tan Chee Seng Chan H. Aguirre Kiyoshi Tanaka GAN 53 112 0 11 Feb 2017
Wasserstein GAN Martín Arjovsky Soumith Chintala Léon Bottou GAN 172 4,826 0 26 Jan 2017
Adversarial Learning for Neural Dialogue Generation Jiwei Li Will Monroe Tianlin Shi Sébastien Jean Alan Ritter Dan Jurafsky 60 899 0 23 Jan 2017
Loss-Sensitive Generative Adversarial Networks on Lipschitz Densities Guo-Jun Qi GAN 59 349 0 23 Jan 2017
AdaGAN: Boosting Generative Models Ilya O. Tolstikhin Sylvain Gelly Olivier Bousquet Carl-Johann Simon-Gabriel Bernhard Schölkopf GAN 46 226 0 09 Jan 2017
Aspect-augmented Adversarial Networks for Domain Adaptation Yuan Zhang Regina Barzilay Tommi Jaakkola 84 96 0 01 Jan 2017
Mode Regularized Generative Adversarial Networks Tong Che Yanran Li Athul Paul Jacob Yoshua Bengio Wenjie Li GAN 103 555 0 07 Dec 2016
C-RNN-GAN: Continuous recurrent neural networks with adversarial training Olof Mogren GAN 105 520 0 29 Nov 2016
Invertible Conditional GANs for image editing Guim Perarnau Joost van de Weijer Bogdan Raducanu J. Álvarez GAN 89 649 0 19 Nov 2016
Least Squares Generative Adversarial Networks Xudong Mao Qing Li Haoran Xie Raymond Y. K. Lau Zhen Wang Stephen Paul Smolley GAN 329 4,574 0 13 Nov 2016
Unrolled Generative Adversarial Networks Luke Metz Ben Poole David Pfau Jascha Narain Sohl-Dickstein GAN 100 1,004 0 07 Nov 2016
SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient Lantao Yu Weinan Zhang Jun Wang Yong Yu GAN 72 2,401 0 18 Sep 2016
WaveNet: A Generative Model for Raw Audio Aaron van den Oord Sander Dieleman Heiga Zen Karen Simonyan Oriol Vinyals Alex Graves Nal Kalchbrenner A. Senior Koray Kavukcuoglu DiffM 406 7,399 0 12 Sep 2016
Energy-based Generative Adversarial Network Jiaqi Zhao Michaël Mathieu Yann LeCun GAN 133 1,114 0 11 Sep 2016
Adversarial Training For Sketch Retrieval Antonia Creswell Anil Anthony Bharath GAN 49 47 0 10 Jul 2016
Conditional Image Generation with PixelCNN Decoders Aaron van den Oord Nal Kalchbrenner Oriol Vinyals L. Espeholt Alex Graves Koray Kavukcuoglu VLM 204 2,513 0 16 Jun 2016