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Challenges in Representation Learning: A report on three machine
  learning contests

Challenges in Representation Learning: A report on three machine learning contests

1 July 2013
Ian Goodfellow
D. Erhan
P. Carrier
Aaron Courville
M. Berk Mirza
Benjamin Hamner
William J. Cukierski
Yichuan Tang
David Thaler
Dong-Hyun Lee
Yingbo Zhou
Chetan Ramaiah
Fangxiang Feng
Ruifan Li
Xiaojie Wang
Dimitris Athanasakis
John Shawe-Taylor
Maxim Milakov
John Park
Radu Tudor Ionescu
Marius Popescu
C. Grozea
James Bergstra
Jingjing Xie
Lukasz Romaszko
Bing Xu
Chuang Zhang
Yoshua Bengio
    CVBM
ArXivPDFHTML

Papers citing "Challenges in Representation Learning: A report on three machine learning contests"

50 / 196 papers shown
Title
Music Recommendation Based on Facial Emotion Recognition
Music Recommendation Based on Facial Emotion Recognition
B. Rajesh
V. Keerthana
Narayana Darapaneni
A. Paduri
19
0
0
06 Apr 2024
A Lightweight Attention-based Deep Network via Multi-Scale Feature Fusion for Multi-View Facial Expression Recognition
A Lightweight Attention-based Deep Network via Multi-Scale Feature Fusion for Multi-View Facial Expression Recognition
Ali Ezati
Mohammadreza Dezyani
Rajib Rana
Roozbeh Rajabi
Ahmad Ayatollahi
CVBM
22
1
0
21 Mar 2024
SUN Team's Contribution to ABAW 2024 Competition: Audio-visual
  Valence-Arousal Estimation and Expression Recognition
SUN Team's Contribution to ABAW 2024 Competition: Audio-visual Valence-Arousal Estimation and Expression Recognition
D. Dresvyanskiy
M. Markitantov
Jiawei Yu
Peitong Li
Heysem Kaya
Alexey Karpov
35
8
0
19 Mar 2024
Faceptor: A Generalist Model for Face Perception
Faceptor: A Generalist Model for Face Perception
Lixiong Qin
Mei Wang
Xuannan Liu
Yuhang Zhang
Weihong Deng
Xiaoshuai Song
Weiran Xu
Weihong Deng
CVBM
32
6
0
14 Mar 2024
Self-Supervised Facial Representation Learning with Facial Region
  Awareness
Self-Supervised Facial Representation Learning with Facial Region Awareness
Zheng Gao
Ioannis Patras
SSL
43
11
0
04 Mar 2024
Headset: Human emotion awareness under partial occlusions multimodal
  dataset
Headset: Human emotion awareness under partial occlusions multimodal dataset
Fatemeh Ghorbani Lohesara
Davi R. Freitas
Christine Guillemot
Karen Eguiazarian
Sebastian Knorr
19
5
0
14 Feb 2024
EVA-CLIP-18B: Scaling CLIP to 18 Billion Parameters
EVA-CLIP-18B: Scaling CLIP to 18 Billion Parameters
Quan-Sen Sun
Jinsheng Wang
Qiying Yu
Yufeng Cui
Fan Zhang
Xiaosong Zhang
Xinlong Wang
VLM
CLIP
MLLM
97
42
0
06 Feb 2024
FindingEmo: An Image Dataset for Emotion Recognition in the Wild
FindingEmo: An Image Dataset for Emotion Recognition in the Wild
Laurent Mertens
E. Yargholi
H. O. D. Beeck
Jan Van den Stock
Joost Vennekens
VLM
41
4
0
02 Feb 2024
Open-Set Facial Expression Recognition
Open-Set Facial Expression Recognition
Yuhang Zhang
Yue Yao
Xuannan Liu
Lixiong Qin
Wenjing Wang
Weihong Deng
CVBM
27
3
0
23 Jan 2024
Adaptive Global-Local Representation Learning and Selection for
  Cross-Domain Facial Expression Recognition
Adaptive Global-Local Representation Learning and Selection for Cross-Domain Facial Expression Recognition
Yuefang Gao
Yuhao Xie
Zeke Zexi Hu
Tianshui Chen
Liang Lin
CVBM
30
3
0
20 Jan 2024
UMG-CLIP: A Unified Multi-Granularity Vision Generalist for Open-World Understanding
Bowen Shi
Peisen Zhao
Zichen Wang
Yuhang Zhang
Yaoming Wang
...
Wenrui Dai
Junni Zou
Hongkai Xiong
Qi Tian
Xiaopeng Zhang
VLM
40
7
0
12 Jan 2024
MERBench: A Unified Evaluation Benchmark for Multimodal Emotion
  Recognition
MERBench: A Unified Evaluation Benchmark for Multimodal Emotion Recognition
Zheng Lian
Guoying Zhao
Yong Ren
Hao Gu
Haiyang Sun
Lan Chen
Bin Liu
Jianhua Tao
21
12
0
07 Jan 2024
DSAP: Analyzing Bias Through Demographic Comparison of Datasets
DSAP: Analyzing Bias Through Demographic Comparison of Datasets
Iris Dominguez-Catena
D. Paternain
M. Galar
35
4
0
22 Dec 2023
InternVL: Scaling up Vision Foundation Models and Aligning for Generic
  Visual-Linguistic Tasks
InternVL: Scaling up Vision Foundation Models and Aligning for Generic Visual-Linguistic Tasks
Zhe Chen
Jiannan Wu
Wenhai Wang
Weijie Su
Guo Chen
...
Bin Li
Ping Luo
Tong Lu
Yu Qiao
Jifeng Dai
VLM
MLLM
176
943
0
21 Dec 2023
Facial Emotion Recognition using CNN in PyTorch
Facial Emotion Recognition using CNN in PyTorch
Deyuan Qu
Sudip Dhakal
Dominic Carrillo
CVBM
11
3
0
17 Dec 2023
Multimodality in Online Education: A Comparative Study
Multimodality in Online Education: A Comparative Study
Praneeta Immadisetty
Pooja Rajesh
Akshita Gupta
R. AnalaM
A. Soumya
K. Subramanya
13
1
0
10 Dec 2023
Subject-Based Domain Adaptation for Facial Expression Recognition
Subject-Based Domain Adaptation for Facial Expression Recognition
Muhammad Osama Zeeshan
Haseeb Aslam
Soufiane Belharbi
A. L. Koerich
M. Pedersoli
Simon L Bacon
Eric Granger
33
3
0
09 Dec 2023
GPT-4V with Emotion: A Zero-shot Benchmark for Generalized Emotion
  Recognition
GPT-4V with Emotion: A Zero-shot Benchmark for Generalized Emotion Recognition
Zheng Lian
Guoying Zhao
Haiyang Sun
Kang Chen
Zhuofan Wen
Hao Gu
Bin Liu
Jianhua Tao
31
29
0
07 Dec 2023
The Potential of Vision-Language Models for Content Moderation of
  Children's Videos
The Potential of Vision-Language Models for Content Moderation of Children's Videos
Syed Hammad Ahmed
Shengnan Hu
G. Sukthankar
VLM
29
3
0
06 Dec 2023
Predicting Scores of Various Aesthetic Attribute Sets by Learning from
  Overall Score Labels
Predicting Scores of Various Aesthetic Attribute Sets by Learning from Overall Score Labels
Heng Huang
Xin Jin
Yaqi Liu
Hao Lou
Chaoen Xiao
Shuai Cui
Xinning Li
Dongqing Zou
25
1
0
06 Dec 2023
LightCLIP: Learning Multi-Level Interaction for Lightweight
  Vision-Language Models
LightCLIP: Learning Multi-Level Interaction for Lightweight Vision-Language Models
Ying Nie
Wei He
Kai Han
Yehui Tang
Tianyu Guo
Fanyi Du
Yunhe Wang
VLM
19
3
0
01 Dec 2023
An integrated framework for developing and evaluating an automated
  lecture style assessment system
An integrated framework for developing and evaluating an automated lecture style assessment system
Eleni Dimitriadou
A. Lanitis
10
0
0
30 Nov 2023
Let's Get the FACS Straight -- Reconstructing Obstructed Facial Features
Let's Get the FACS Straight -- Reconstructing Obstructed Facial Features
Tim Buchner
Sven Sickert
G. Volk
C. Anders
Orlando Guntinas-Lichius
Joachim Denzler
CVBM
6
5
0
09 Nov 2023
Leave No Stone Unturned: Mine Extra Knowledge for Imbalanced Facial
  Expression Recognition
Leave No Stone Unturned: Mine Extra Knowledge for Imbalanced Facial Expression Recognition
Yuhang Zhang
Yaqi Li
Lixiong Qin
Xuannan Liu
Weihong Deng
51
16
0
30 Oct 2023
CAPIVARA: Cost-Efficient Approach for Improving Multilingual CLIP
  Performance on Low-Resource Languages
CAPIVARA: Cost-Efficient Approach for Improving Multilingual CLIP Performance on Low-Resource Languages
G. O. D. Santos
Diego A. B. Moreira
Alef Iury Ferreira
Jhessica Silva
Luiz Pereira
...
H. Maia
Nádia Da Silva
Esther Colombini
Hélio Pedrini
Sandra Avila
VLM
CLIP
34
4
0
20 Oct 2023
Factorized Tensor Networks for Multi-Task and Multi-Domain Learning
Factorized Tensor Networks for Multi-Task and Multi-Domain Learning
Yash Garg
Nebiyou Yismaw
Rakib Hyder
Ashley Prater-Bennette
M. Salman Asif
31
2
0
09 Oct 2023
ASM: Adaptive Sample Mining for In-The-Wild Facial Expression
  Recognition
ASM: Adaptive Sample Mining for In-The-Wild Facial Expression Recognition
Ziyang Zhang
Xiao Sun
Liuwei An
Meng Wang
49
1
0
09 Oct 2023
Towards Few-Call Model Stealing via Active Self-Paced Knowledge Distillation and Diffusion-Based Image Generation
Towards Few-Call Model Stealing via Active Self-Paced Knowledge Distillation and Diffusion-Based Image Generation
Vlad Hondru
Radu Tudor Ionescu
DiffM
50
1
0
29 Sep 2023
Hydra: Multi-head Low-rank Adaptation for Parameter Efficient
  Fine-tuning
Hydra: Multi-head Low-rank Adaptation for Parameter Efficient Fine-tuning
Sanghyeon Kim
Hyunmo Yang
Younghyun Kim
Youngjoon Hong
Eunbyung Park
AI4CE
32
16
0
13 Sep 2023
SpeechMirror: A Multimodal Visual Analytics System for Personalized
  Reflection of Online Public Speaking Effectiveness
SpeechMirror: A Multimodal Visual Analytics System for Personalized Reflection of Online Public Speaking Effectiveness
Zeyuan Huang
Qiang He
Kevin M. Maher
Xiaoming Deng
Yu-Kun Lai
Cuixia Ma
Sheng-feng Qin
Yong-Jin Liu
Hongan Wang
13
4
0
10 Sep 2023
Fuzzy Approach for Audio-Video Emotion Recognition in Computer Games for
  Children
Fuzzy Approach for Audio-Video Emotion Recognition in Computer Games for Children
Pavel Kozlov
Alisher Akram
Pakizar Shamoi
26
11
0
31 Aug 2023
Emotion Embeddings $\unicode{x2014}$ Learning Stable and Homogeneous
  Abstractions from Heterogeneous Affective Datasets
Emotion Embeddings \unicodex2014\unicode{x2014}\unicodex2014 Learning Stable and Homogeneous Abstractions from Heterogeneous Affective Datasets
Sven Buechel
U. Hahn
28
1
0
15 Aug 2023
Addressing Racial Bias in Facial Emotion Recognition
Addressing Racial Bias in Facial Emotion Recognition
Alex Fan
Xuesu Xiao
Peter Washington
29
1
0
09 Aug 2023
Facial Point Graphs for Amyotrophic Lateral Sclerosis Identification
Facial Point Graphs for Amyotrophic Lateral Sclerosis Identification
N. Gomes
Arissa Yoshida
Mateus Roder
Guilherme C. Oliveira
João Paulo Papa
CVBM
17
3
0
22 Jul 2023
LA-Net: Landmark-Aware Learning for Reliable Facial Expression
  Recognition under Label Noise
LA-Net: Landmark-Aware Learning for Reliable Facial Expression Recognition under Label Noise
Zhi-Fan Wu
J. Cui
40
14
0
18 Jul 2023
EmoSet: A Large-scale Visual Emotion Dataset with Rich Attributes
EmoSet: A Large-scale Visual Emotion Dataset with Rich Attributes
Jingyuan Yang
Qiruin Huang
Tingting Ding
Dani Lischinski
Daniel Cohen-Or
Hui Huang
17
40
0
16 Jul 2023
Active Learning with Contrastive Pre-training for Facial Expression
  Recognition
Active Learning with Contrastive Pre-training for Facial Expression Recognition
Shuvendu Roy
Ali Etemad
36
5
0
06 Jul 2023
A Dual Stealthy Backdoor: From Both Spatial and Frequency Perspectives
A Dual Stealthy Backdoor: From Both Spatial and Frequency Perspectives
Yudong Gao
Honglong Chen
Peng Sun
Junjian Li
Anqing Zhang
Zhibo Wang
AAML
33
13
0
03 Jul 2023
PAtt-Lite: Lightweight Patch and Attention MobileNet for Challenging
  Facial Expression Recognition
PAtt-Lite: Lightweight Patch and Attention MobileNet for Challenging Facial Expression Recognition
Jia Le Ngwe
K. Lim
C. Lee
T. Ong
CVBM
40
11
0
16 Jun 2023
Unleashing Mask: Explore the Intrinsic Out-of-Distribution Detection
  Capability
Unleashing Mask: Explore the Intrinsic Out-of-Distribution Detection Capability
Jianing Zhu
Hengzhuang Li
Jiangchao Yao
Tongliang Liu
Jianliang Xu
Bo Han
OODD
45
12
0
06 Jun 2023
Exploring the Boundaries of Semi-Supervised Facial Expression
  Recognition: Learning from In-Distribution, Out-of-Distribution, and
  Unconstrained Data
Exploring the Boundaries of Semi-Supervised Facial Expression Recognition: Learning from In-Distribution, Out-of-Distribution, and Unconstrained Data
Shuvendu Roy
Ali Etemad
37
0
0
02 Jun 2023
Images in Language Space: Exploring the Suitability of Large Language
  Models for Vision & Language Tasks
Images in Language Space: Exploring the Suitability of Large Language Models for Vision & Language Tasks
Sherzod Hakimov
David Schlangen
VLM
36
5
0
23 May 2023
A Hybrid of Generative and Discriminative Models Based on the
  Gaussian-coupled Softmax Layer
A Hybrid of Generative and Discriminative Models Based on the Gaussian-coupled Softmax Layer
Hideaki Hayashi
46
3
0
10 May 2023
A Comprehensive Survey on Affective Computing; Challenges, Trends,
  Applications, and Future Directions
A Comprehensive Survey on Affective Computing; Challenges, Trends, Applications, and Future Directions
Sitara Afzal
Haseeb Ali Khan
Imran Ullah Khan
Md. Jalil Piran
Jong Weon Lee
31
12
0
08 May 2023
Class adaptive threshold and negative class guided noisy annotation
  robust Facial Expression Recognition
Class adaptive threshold and negative class guided noisy annotation robust Facial Expression Recognition
Francisco Andrade
Mário A. T. Figueiredo
Bobbili Veerendra Raj Kumar
S. Balasubramanian
33
1
0
03 May 2023
Vision-based Estimation of Fatigue and Engagement in Cognitive Training
  Sessions
Vision-based Estimation of Fatigue and Engagement in Cognitive Training Sessions
Yanchen Wang
Adam Turnbull
Yunlong Xu
Kathi Heffner
F. Lin
Ehsan Adeli
20
1
0
24 Apr 2023
The Face of Populism: Examining Differences in Facial Emotional
  Expressions of Political Leaders Using Machine Learning
The Face of Populism: Examining Differences in Facial Emotional Expressions of Political Leaders Using Machine Learning
Sara Major
A. Tomašević
FAtt
21
0
0
19 Apr 2023
MER 2023: Multi-label Learning, Modality Robustness, and Semi-Supervised
  Learning
MER 2023: Multi-label Learning, Modality Robustness, and Semi-Supervised Learning
Zheng Lian
Haiyang Sun
Guoying Zhao
Kang Chen
Mingyu Xu
...
Meng Wang
Min Zhang
Guoying Zhao
Björn W. Schuller
Jianhua Tao
40
48
0
18 Apr 2023
How you feelin'? Learning Emotions and Mental States in Movie Scenes
How you feelin'? Learning Emotions and Mental States in Movie Scenes
D. Srivastava
A. Singh
Makarand Tapaswi
37
10
0
12 Apr 2023
Vision-Language Models for Vision Tasks: A Survey
Vision-Language Models for Vision Tasks: A Survey
Jingyi Zhang
Jiaxing Huang
Sheng Jin
Shijian Lu
VLM
43
486
0
03 Apr 2023
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