Training Deep Neural Networks with Different Datasets In-the-wild: The Emotion Recognition Paradigm

12 September 2018

Papers citing "Training Deep Neural Networks with Different Datasets In-the-wild: The Emotion Recognition Paradigm"

34 / 34 papers shown

Title
7th ABAW Competition: Multi-Task Learning and Compound Expression Recognition D. Kollias Stefanos Zafeiriou I. Kotsia Abhinav Dhall Shreya Ghosh Chunchang Shao Guanyu Hu 45 35 0 04 Jul 2024
Emotion Recognition from the perspective of Activity Recognition Savinay Nagendra Prapti Panigrahi 42 2 0 24 Mar 2024
COVID-19 Computer-aided Diagnosis through AI-assisted CT Imaging Analysis: Deploying a Medical AI System Demetris Gerogiannis Anastasios Arsenos D. Kollias Dimitris Nikitopoulos Stefanos D. Kollias 45 16 0 10 Mar 2024
Domain adaptation, Explainability & Fairness in AI for Medical Image Analysis: Diagnosis of COVID-19 based on 3-D Chest CT-scans D. Kollias Anastasios Arsenos Stefanos D. Kollias 42 24 0 04 Mar 2024
The 6th Affective Behavior Analysis in-the-wild (ABAW) Competition D. Kollias Panagiotis Tzirakis Alan S. Cowen Stefanos Zafeiriou I. Kotsia Alice Baird Chris Gagne Chunchang Shao Guanyu Hu 45 71 0 29 Feb 2024
Distribution Matching for Multi-Task Learning of Classification Tasks: a Large-Scale Study on Faces & Beyond D. Kollias V. Sharmanska Stefanos Zafeiriou CVBM 38 41 0 02 Jan 2024
BTDNet: a Multi-Modal Approach for Brain Tumor Radiogenomic Classification Dimitrios Kollias Karanjot Vendal Priyanka Gadhavi Solomon Russom 26 20 0 05 Oct 2023
ABAW: Valence-Arousal Estimation, Expression Recognition, Action Unit Detection & Emotional Reaction Intensity Estimation Challenges D. Kollias Panagiotis Tzirakis Alice Baird Alan S. Cowen Stefanos Zafeiriou 63 123 0 02 Mar 2023
A Deep Neural Architecture for Harmonizing 3-D Input Data Analysis and Decision Making in Medical Imaging D. Kollias Anastasios Arsenos Stefanos D. Kollias AI4CE 44 36 0 01 Mar 2023
ABAW: Learning from Synthetic Data & Multi-Task Learning Challenges D. Kollias 52 126 0 03 Jul 2022
AI-MIA: COVID-19 Detection & Severity Analysis through Medical Imaging D. Kollias Anastasios Arsenos Stefanos D. Kollias 37 42 0 09 Jun 2022
MixAugment & Mixup: Augmentation Methods for Facial Expression Recognition Andreas Psaroudakis D. Kollias 30 37 0 09 May 2022
ABAW: Valence-Arousal Estimation, Expression Recognition, Action Unit Detection & Multi-Task Learning Challenges D. Kollias 53 198 0 22 Feb 2022
MIA-COV19D: COVID-19 Detection through 3-D Chest CT Image Analysis D. Kollias Anastasios Arsenos Levon Soukissian Stefanos D. Kollias 19 94 0 14 Jun 2021
Analysing Affective Behavior in the second ABAW2 Competition D. Kollias I. Kotsia Elnar Hajiyev Stefanos Zafeiriou 42 217 0 14 Jun 2021
MAFER: a Multi-resolution Approach to Facial Expression Recognition F. V. Massoli Donato Cafarelli Claudio Gennaro Giuseppe Amato Fabrizio Falchi CVBM 31 3 0 06 May 2021
AI-enabled Efficient and Safe Food Supply Chain I. Kollia J. Stevenson Stefanos D. Kollias 27 30 0 01 May 2021
Affect Analysis in-the-wild: Valence-Arousal, Expressions, Action Units and a Unified Framework D. Kollias Stefanos Zafeiriou CVBM 21 218 0 29 Mar 2021
A Unified Deep Learning Approach for Prediction of Parkinson's Disease J. Wingate I. Kollia L. Bidaut Stefanos D. Kollias MedIm AI4CE 19 50 0 25 Nov 2019
Emotion recognition with 4kresolution database Qi Zheng CVBM 8 0 0 24 Oct 2019
AI in Pursuit of Happiness, Finding Only Sadness: Multi-Modal Facial Emotion Recognition Challenge Carl Norman 14 1 0 24 Oct 2019
Interpretable Deep Neural Networks for Facial Expression and Dimensional Emotion Recognition in-the-wild Valentin Richer D. Kollias GAN CVBM 10 0 0 14 Oct 2019
Interpretable Deep Neural Networks for Dimensional and Categorical Emotion Recognition in-the-wild Xia Yicheng D. Kollias 11 3 0 13 Oct 2019
Image Generation and Recognition (Emotions) Hanne Carlsson D. Kollias GAN 33 0 0 13 Oct 2019
Emotion Generation and Recognition: A StarGAN Approach A. Banerjee D. Kollias CVBM SLR 25 3 0 12 Oct 2019
Aff-Wild Database and AffWildNet Mengyao Liu D. Kollias CVBM 28 4 0 11 Oct 2019
Exploiting multi-CNN features in CNN-RNN based Dimensional Emotion Recognition on the OMG in-the-wild Dataset D. Kollias Tatsuya Harada 63 145 0 03 Oct 2019
Expression, Affect, Action Unit Recognition: Aff-Wild2, Multi-Task Learning and ArcFace D. Kollias Stefanos Zafeiriou CVBM 28 343 0 25 Sep 2019
A Personalized Affective Memory Neural Model for Improving Emotion Recognition Pablo V. A. Barros G. I. Parisi S. Wermter 36 15 0 23 Apr 2019
Predicting Parkinson's Disease using Latent Information extracted from Deep Neural Networks I. Kollia A. Stafylopatis Stefanos D. Kollias 21 33 0 23 Jan 2019
A Multi-Task Learning & Generation Framework: Valence-Arousal, Action Units & Primary Expressions D. Kollias Stefanos Zafeiriou CVBM 27 69 0 11 Nov 2018
Aff-Wild2: Extending the Aff-Wild Database for Affect Recognition D. Kollias Stefanos Zafeiriou CVBM 30 169 0 11 Nov 2018
Photorealistic Facial Synthesis in the Dimensional Affect Space D. Kollias Shiyang Cheng Maja Pantic Stefanos Zafeiriou 3DH CVBM 30 51 0 11 Nov 2018
A Multi-component CNN-RNN Approach for Dimensional Emotion Recognition in-the-wild D. Kollias Stefanos Zafeiriou 28 49 0 03 May 2018