A Multi-Task Learning & Generation Framework: Valence-Arousal, Action Units & Primary Expressions

11 November 2018

Papers citing "A Multi-Task Learning & Generation Framework: Valence-Arousal, Action Units & Primary Expressions"

16 / 16 papers shown

Title
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 221 30,089 0 01 Mar 2022
Face Behavior a la carte: Expressions, Affect and Action Units in a Single Network D. Kollias V. Sharmanska Ki-young Shin CVBM 92 215 0 15 Oct 2019
Expression, Affect, Action Unit Recognition: Aff-Wild2, Multi-Task Learning and ArcFace D. Kollias Stefanos Zafeiriou CVBM 68 346 0 25 Sep 2019
Deep Neural Network Augmentation: Generating Faces for Affect Analysis D. Kollias Shiyang Cheng Evangelos Ververas I. Kotsia Stefanos Zafeiriou GAN CVBM 43 17 0 12 Nov 2018
Aff-Wild2: Extending the Aff-Wild Database for Affect Recognition D. Kollias Stefanos Zafeiriou CVBM 98 170 0 11 Nov 2018
Photorealistic Facial Synthesis in the Dimensional Affect Space D. Kollias Shiyang Cheng Maja Pantic Stefanos Zafeiriou 3DH CVBM 60 52 0 11 Nov 2018
Training Deep Neural Networks with Different Datasets In-the-wild: The Emotion Recognition Paradigm D. Kollias Stefanos Zafeiriou 53 46 0 12 Sep 2018
A Multi-component CNN-RNN Approach for Dimensional Emotion Recognition in-the-wild D. Kollias Stefanos Zafeiriou 70 50 0 03 May 2018
Deep Affect Prediction in-the-wild: Aff-Wild Database and Challenge, Deep Architectures, and Beyond D. Kollias Panagiotis Tzirakis M. Nicolaou A. Papaioannou Guoying Zhao Björn Schuller I. Kotsia Stefanos Zafeiriou CVBM 95 443 0 29 Apr 2018
BEGAN: Boundary Equilibrium Generative Adversarial Networks David Berthelot Tom Schumm Luke Metz GAN 100 1,153 0 31 Mar 2017
Improved Techniques for Training GANs Tim Salimans Ian Goodfellow Wojciech Zaremba Vicki Cheung Alec Radford Xi Chen GAN 452 9,027 0 10 Jun 2016
Survey on RGB, 3D, Thermal, and Multimodal Approaches for Facial Expression Recognition: History, Trends, and Affect-related Applications C. Corneanu Marc Oliu J. Cohn Sergio Escalera 40 479 0 10 Jun 2016
Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks Alec Radford Luke Metz Soumith Chintala GAN OOD 243 13,989 0 19 Nov 2015
Distilling the Knowledge in a Neural Network Geoffrey E. Hinton Oriol Vinyals J. Dean FedML 304 19,580 0 09 Mar 2015
Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling Junyoung Chung Çağlar Gülçehre Kyunghyun Cho Yoshua Bengio 441 12,680 0 11 Dec 2014
Unsupervised Domain Adaptation by Backpropagation Yaroslav Ganin Victor Lempitsky OOD 231 6,012 0 26 Sep 2014