Distribution Matching for Heterogeneous Multi-Task Learning: a Large-scale Face Study

8 May 2021

Papers citing "Distribution Matching for Heterogeneous Multi-Task Learning: a Large-scale Face Study"

45 / 45 papers shown

Title
MAVEN: Multi-modal Attention for Valence-Arousal Emotion Network Vrushank Ahire Kunal Shah Mudasir Nazir Khan Nikhil Pakhale L. Sookha M. A. Ganaie Abhinav Dhall 65 0 0 16 Mar 2025
Lightweight Models for Emotional Analysis in Video Quoc-Tien Nguyen H. Nguyen V. Huynh 45 0 0 13 Mar 2025
Robust Facial Reactions Generation: An Emotion-Aware Framework with Modality Compensation Guanyu Hu Jie Wei Siyang Song Dimitrios Kollias Xinyu Yang Zhonglin Sun Odysseus Kaloidas 32 0 0 22 Jul 2024
Multi-Task Learning for Affect Analysis Fazeel Asim 29 0 0 30 Jun 2024
The 6th Affective Behavior Analysis in-the-wild (ABAW) Competition D. Kollias Panagiotis Tzirakis Alan S. Cowen S. Zafeiriou I. Kotsia Alice Baird Chris Gagne Chunchang Shao Guanyu Hu 38 71 0 29 Feb 2024
Spatio-Temporal AU Relational Graph Representation Learning For Facial Action Units Detection Zihan Wang Siyang Song Cheng Luo Yuzhi Zhou Shiling Wu Weicheng Xie Linlin Shen CVBM 33 13 0 19 Mar 2023
Exploring Expression-related Self-supervised Learning for Affective Behaviour Analysis Fanglei Xue Yifan Sun Yi Yang 26 4 0 18 Mar 2023
Multi-modal Expression Recognition with Ensemble Method Chuanhe Liu Xinjie Zhang Xiaolong Liu Tenggan Zhang Liyu Meng Yuchen Liu Yuanyuan Deng Wenqiang Jiang CVBM 20 7 0 17 Mar 2023
A transformer-based approach to video frame-level prediction in Affective Behaviour Analysis In-the-wild Dang-Khanh Nguyen Ngoc-Huynh Ho Sudarshan Pant Hyung-Jeong Yang ViT 19 19 0 16 Mar 2023
A Dual Branch Network for Emotional Reaction Intensity Estimation Jun-chen Yu Jichao Zhu Wangyuan Zhu Zhongpeng Cai Guochen Xie Renda Li Gongpeng Zhao 24 6 0 16 Mar 2023
EmotiEffNet Facial Features in Uni-task Emotion Recognition in Video at ABAW-5 competition Andrey V. Savchenko CVBM 21 18 0 16 Mar 2023
Facial Affective Behavior Analysis Method for 5th ABAW Competition Shangfei Wang Yanan Chang Yi Wu Xiangyu Miao Jiaqiang Wu Zhouan Zhu Jiahe Wang Yufei Xiao CVBM 25 15 0 16 Mar 2023
Multi Modal Facial Expression Recognition with Transformer-Based Fusion Networks and Dynamic Sampling Jun-Hwa Kim Namho Kim C. Won CVBM 16 8 0 15 Mar 2023
Leveraging TCN and Transformer for effective visual-audio fusion in continuous emotion recognition Weiwei Zhou Jiada Lu Zhaolong Xiong Weifeng Wang 19 28 0 15 Mar 2023
Personalised Federated Learning On Heterogeneous Feature Spaces A. Rakotomamonjy Maxime Vono H. M. Ruiz L. Ralaivola FedML 18 8 0 26 Jan 2023
Deep Adaptation of Adult-Child Facial Expressions by Fusing Landmark Features Megan A. Witherow Manar D. Samad N. Diawara H. Bar Khan M. Iftekharuddin CVBM 3DH 22 5 0 18 Sep 2022
Hybrid CNN-Transformer Model For Facial Affect Recognition In the ABAW4 Challenge Lingfeng Wang Haocheng Li Chun-Qi Liu ViT CVBM 11 5 0 20 Jul 2022
BYEL : Bootstrap Your Emotion Latent Hyungjun Lee Hwangyu Lim Sejoon Lim 16 3 0 20 Jul 2022
AI-MIA: COVID-19 Detection & Severity Analysis through Medical Imaging D. Kollias Anastasios Arsenos Stefanos D. Kollias 25 41 0 09 Jun 2022
MixAugment & Mixup: Augmentation Methods for Facial Expression Recognition Andreas Psaroudakis D. Kollias 14 37 0 09 May 2022
Facial Expression Recognition with Swin Transformer Jun-Hwa Kim Namho Kim C. Won ViT 21 28 0 25 Mar 2022
Facial Action Unit Recognition Based on Transfer Learning Shangfei Wang Yanan Chang Jiahe Wang CVBM 34 5 0 25 Mar 2022
Continuous-Time Audiovisual Fusion with Recurrence vs. Attention for In-The-Wild Affect Recognition Vincent Karas M. Tellamekala Adria Mallol-Ragolta M. Valstar Björn W. Schuller 17 13 0 24 Mar 2022
Facial Expression Recognition based on Multi-head Cross Attention Network Jae-Yeop Jeong Yeong-Gi Hong Daun Kim Yuchul Jung Jin-Woo Jeong CVBM 22 14 0 24 Mar 2022
Multitask Emotion Recognition Model with Knowledge Distillation and Task Discriminator Euiseok Jeong Geesung Oh Sejoon Lim CVBM 17 7 0 24 Mar 2022
Continuous Emotion Recognition using Visual-audio-linguistic information: A Technical Report for ABAW3 Su Zhang Ruyi An Yi Ding Cuntai Guan 17 28 0 24 Mar 2022
Facial Expression Classification using Fusion of Deep Neural Network in Video for the 3rd ABAW3 Competition Kim Ngan Phan Hong Hai Nguyen V. Huynh Soo-Hyung Kim CVBM 33 12 0 24 Mar 2022
An Ensemble Approach for Facial Expression Analysis in Video H. Nguyen V. Huynh Soo-Hyung Kim CVBM 27 21 0 24 Mar 2022
Multiple Emotion Descriptors Estimation at the ABAW3 Challenge Didan Deng CVBM 42 11 0 24 Mar 2022
Multi-label Transformer for Action Unit Detection Gauthier Tallec Edouard Yvinec Arnaud Dapogny Kévin Bailly ViT 25 15 0 23 Mar 2022
An Attention-based Method for Action Unit Detection at the 3rd ABAW Competition Duy Le Hoai Eunchae Lim Eunbin Choi Si-Yeol Kim Sudarshan Pant Gueesang Lee Soohyun Kim Hyung-Jeong Yang CVBM 20 7 0 23 Mar 2022
ABAW: Valence-Arousal Estimation, Expression Recognition, Action Unit Detection & Multi-Task Learning Challenges D. Kollias 29 198 0 22 Feb 2022
Neural Emotion Director: Speech-preserving semantic control of facial expressions in "in-the-wild" videos Foivos Paraperas-Papantoniou P. Filntisis Petros Maragos A. Roussos 3DH CVBM 21 22 0 01 Dec 2021
Consensual Collaborative Training And Knowledge Distillation Based Facial Expression Recognition Under Noisy Annotations Darshan Gera B. S 11 7 0 10 Jul 2021
A Multi-task Mean Teacher for Semi-supervised Facial Affective Behavior Analysis Lingfeng Wang Shisen Wang Jin Qi Kenji Suzuki CVBM 14 32 0 09 Jul 2021
Emotion Recognition with Incomplete Labels Using Modified Multi-task Learning Technique Phan Tran Dac Thinh Hoang Manh Hung Hyung-Jeong Yang Soohyung Kim Gueesang Lee CVBM 13 17 0 09 Jul 2021
A Multi-modal and Multi-task Learning Method for Action Unit and Expression Recognition Yue Jin Tianqing Zheng Chao Gao Guoqiang Xu 27 38 0 09 Jul 2021
Prior Aided Streaming Network for Multi-task Affective Recognitionat the 2nd ABAW2 Competition Wei Zhang Zunhu Guo Keyu Chen Lincheng Li Zhimeng Zhang Yu-qiong Ding CVBM 21 35 0 08 Jul 2021
Feature Pyramid Network for Multi-task Affective Analysis Ruian He Zhen Xing Weimin Tan Bo Yan CVBM 22 8 0 08 Jul 2021
Action Units Recognition Using Improved Pairwise Deep Architecture Junya Saito Xiaoyue Mi A. Uchida Sachihiro Youoku Takahisa Yamamoto Kentaro Murase Osafumi Nakayama CVBM 16 8 0 07 Jul 2021
Multi-modal Affect Analysis using standardized data within subjects in the Wild Sachihiro Youoku Takahisa Yamamoto Junya Saito A. Uchida Xiaoyue Mi Ziqiang Shi Liu Liu Zhongling Liu Osafumi Nakayama Kentaro Murase CVBM 30 6 0 07 Jul 2021
Continuous Emotion Recognition with Audio-visual Leader-follower Attentive Fusion Su Zhang Yi Ding Ziquan Wei Cuntai Guan 28 25 0 02 Jul 2021
Analysing Affective Behavior in the second ABAW2 Competition D. Kollias I. Kotsia Elnar Hajiyev S. Zafeiriou 23 217 0 14 Jun 2021
Two-Stream Aural-Visual Affect Analysis in the Wild Felix Kuhnke Lars Rumberg Jörn Ostermann CVBM 45 77 0 09 Feb 2020
An All-In-One Convolutional Neural Network for Face Analysis Rajeev Ranjan S. Sankaranarayanan Carlos D. Castillo Rama Chellappa CVBM 124 428 0 03 Nov 2016