ResearchTrend.AI
Distribution Matching for Multi-Task Learning of Classification Tasks: a Large-Scale Study on Faces & Beyond

Distribution Matching for Multi-Task Learning of Classification Tasks: a Large-Scale Study on Faces & Beyond

D. Kollias
V. Sharmanska
Stefanos Zafeiriou
    CVBM
ArXivPDFHTML

Papers citing "Distribution Matching for Multi-Task Learning of Classification Tasks: a Large-Scale Study on Faces & Beyond"

14 / 14 papers shown
Title
In-Context Adaptation to Concept Drift for Learned Database Operations
In-Context Adaptation to Concept Drift for Learned Database Operations
Jiaqi Zhu
Shaofeng Cai
Yanyan Shen
Gang Chen
Fang Deng
Beng Chin Ooi
VLM
123
0
0
07 May 2025
MAVEN: Multi-modal Attention for Valence-Arousal Emotion Network
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
104
0
0
16 Mar 2025
Lightweight Models for Emotional Analysis in Video
Lightweight Models for Emotional Analysis in Video
Quoc-Tien Nguyen
H. Nguyen
V. Huynh
78
0
0
13 Mar 2025
Mini-ResEmoteNet: Leveraging Knowledge Distillation for Human-Centered Design
Mini-ResEmoteNet: Leveraging Knowledge Distillation for Human-Centered Design
Amna Murtada
Omnia Abdelrhman
Tahani Abdalla Attia
117
1
0
30 Jan 2025
Learning from Synthetic Data: Facial Expression Classification based on Ensemble of Multi-task Networks
Learning from Synthetic Data: Facial Expression Classification based on Ensemble of Multi-task Networks
Jae-Yeop Jeong
Yeong-Gi Hong
Jiyeon Oh
Sumin Hong
Jin-Woo Jeong
Yuchul Jung
CVBM
49
7
0
20 Jul 2022
MIA-COV19D: COVID-19 Detection through 3-D Chest CT Image Analysis
MIA-COV19D: COVID-19 Detection through 3-D Chest CT Image Analysis
D. Kollias
Anastasios Arsenos
Levon Soukissian
Stefanos D. Kollias
32
94
0
14 Jun 2021
Facial expression and attributes recognition based on multi-task learning of lightweight neural networks
Facial expression and attributes recognition based on multi-task learning of lightweight neural networks
Andrey V. Savchenko
CVBM
3DH
61
128
0
31 Mar 2021
Multitask Emotion Recognition with Incomplete Labels
Multitask Emotion Recognition with Incomplete Labels
Didan Deng
Zhaokang Chen
Bertram E. Shi
CVBM
34
94
0
10 Feb 2020
Gradient Surgery for Multi-Task Learning
Gradient Surgery for Multi-Task Learning
Tianhe Yu
Saurabh Kumar
Abhishek Gupta
Sergey Levine
Karol Hausman
Chelsea Finn
106
1,190
0
19 Jan 2020
Pareto Multi-Task Learning
Pareto Multi-Task Learning
Xi Lin
Hui-Ling Zhen
Zhenhua Li
Qingfu Zhang
Sam Kwong
54
346
0
30 Dec 2019
Expression, Affect, Action Unit Recognition: Aff-Wild2, Multi-Task Learning and ArcFace
Expression, Affect, Action Unit Recognition: Aff-Wild2, Multi-Task Learning and ArcFace
D. Kollias
Stefanos Zafeiriou
CVBM
58
345
0
25 Sep 2019
Characterizing and Avoiding Negative Transfer
Characterizing and Avoiding Negative Transfer
Zirui Wang
Zihang Dai
Barnabás Póczós
J. Carbonell
75
413
0
24 Nov 2018
Deep Affect Prediction in-the-wild: Aff-Wild Database and Challenge, Deep Architectures, and Beyond
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
88
442
0
29 Apr 2018
Do Deep Neural Networks Learn Facial Action Units When Doing Expression Recognition?
Do Deep Neural Networks Learn Facial Action Units When Doing Expression Recognition?
Pooya Khorrami
T. Paine
Thomas S. Huang
CVBM
54
267
0
10 Oct 2015