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Weakly-Supervised Text-driven Contrastive Learning for Facial Behavior Understanding

31 March 2023

Papers citing "Weakly-Supervised Text-driven Contrastive Learning for Facial Behavior Understanding"

35 / 35 papers shown

Title
Representation Learning and Identity Adversarial Training for Facial Behavior Understanding Mang Ning A. A. Salah Itir Onal Ertugrul CVBM 134 5 0 15 Jul 2024
Revisiting Self-Supervised Contrastive Learning for Facial Expression Recognition Yuxuan Shu Xiao Gu Guangyao Yang Benny Lo SSL 87 17 0 08 Oct 2022
Learn From All: Erasing Attention Consistency for Noisy Label Facial Expression Recognition Yuhang Zhang Chengrui Wang Xu Ling Weihong Deng 90 143 0 21 Jul 2022
Learning Multi-dimensional Edge Feature-based AU Relation Graph for Facial Action Unit Recognition Cheng Luo Siyang Song Weicheng Xie Linlin Shen Hatice Gunes CVBM 62 131 0 02 May 2022
Your "Attention" Deserves Attention: A Self-Diversified Multi-Channel Attention for Facial Action Analysis Xiaotian Li Zhihua Li Huiyuan Yang Geran Zhao L. Yin 32 11 0 23 Mar 2022
Multi-Modal Learning for AU Detection Based on Multi-Head Fused Transformers Xiang Zhang L. Yin ViT 47 12 0 22 Mar 2022
Language-driven Semantic Segmentation Boyi Li Kilian Q. Weinberger Serge Belongie V. Koltun René Ranftl VLM 122 625 0 10 Jan 2022
General Facial Representation Learning in a Visual-Linguistic Manner Yinglin Zheng Hao Yang Ting Zhang Jianmin Bao Dongdong Chen Yangyu Huang Lu Yuan Dong Chen Ming Zeng Fang Wen CVBM 185 173 0 06 Dec 2021
ActionCLIP: A New Paradigm for Video Action Recognition Mengmeng Wang Jiazheng Xing Yong Liu VLM 209 372 0 17 Sep 2021
Open-vocabulary Object Detection via Vision and Language Knowledge Distillation Xiuye Gu Nayeon Lee Weicheng Kuo Huayu Chen VLM ObjD 283 920 0 28 Apr 2021
Feature Decomposition and Reconstruction Learning for Effective Facial Expression Recognition Delian Ruan Yan Yan Shenqi Lai Z. Chai Chunhua Shen Hanzi Wang CVBM 77 133 0 12 Apr 2021
Dive into Ambiguity: Latent Distribution Mining and Pairwise Uncertainty Estimation for Facial Expression Recognition Jiahui She Yibo Hu Hailin Shi Jun Wang Qiu Shen Tao Mei 81 193 0 01 Apr 2021
Facial Expression Recognition with Visual Transformers and Attentional Selective Fusion Fuyan Ma Bin Sun Shutao Li ViT 65 191 0 31 Mar 2021
Generic Attention-model Explainability for Interpreting Bi-Modal and Encoder-Decoder Transformers Hila Chefer Shir Gur Lior Wolf ViT 64 320 0 29 Mar 2021
Learning Transferable Visual Models From Natural Language Supervision Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 967 29,810 0 26 Feb 2021
Exploring Simple Siamese Representation Learning Xinlei Chen Kaiming He SSL 258 4,072 0 20 Nov 2020
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 670 41,430 0 22 Oct 2020
Supervised Contrastive Learning Prannay Khosla Piotr Teterwak Chen Wang Aaron Sarna Yonglong Tian Phillip Isola Aaron Maschinot Ce Liu Dilip Krishnan SSL 165 4,572 0 23 Apr 2020
Suppressing Uncertainties for Large-Scale Facial Expression Recognition Kai Wang Xiaojiang Peng Jianfei Yang Shijian Lu Yu Qiao 98 491 0 24 Feb 2020
A Simple Framework for Contrastive Learning of Visual Representations Ting-Li Chen Simon Kornblith Mohammad Norouzi Geoffrey E. Hinton SSL 378 18,866 0 13 Feb 2020
Momentum Contrast for Unsupervised Visual Representation Learning Kaiming He Haoqi Fan Yuxin Wu Saining Xie Ross B. Girshick SSL 210 12,124 0 13 Nov 2019
Face Behavior a la carte: Expressions, Affect and Action Units in a Single Network D. Kollias V. Sharmanska Ki-young Shin CVBM 112 215 0 15 Oct 2019
Region Attention Networks for Pose and Occlusion Robust Facial Expression Recognition Kaidi Wang Xiaojiang Peng Jianfei Yang Debin Meng Yu Qiao CVBM 112 608 0 10 May 2019
Semantic Relationships Guided Representation Learning for Facial Action Unit Recognition Guanbin Li Xin Zhu Yirui Zeng Qing Wang Liang Lin CVBM 52 155 0 22 Apr 2019
Deep Structure Inference Network for Facial Action Unit Recognition C. Corneanu Meysam Madadi Sergio Escalera CVBM 53 128 0 15 Mar 2018
Deep Adaptive Attention for Joint Facial Action Unit Detection and Face Alignment Zhiwen Shao Zhilei Liu Jianfei Cai Lizhuang Ma CVBM 93 175 0 15 Mar 2018
Island Loss for Learning Discriminative Features in Facial Expression Recognition Jie Cai Zibo Meng Ahmed-Shehab Khan Zhiyuan Li James O'Reilly Yan Tong CVBM 64 259 0 09 Oct 2017
AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild A. Mollahosseini Behzad Hasani Mohammad H. Mahoor CVBM 88 1,642 0 14 Aug 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 732 132,363 0 12 Jun 2017
EAC-Net: A Region-based Deep Enhancing and Cropping Approach for Facial Action Unit Detection Wei Li Farnaz Abtahi Zhigang Zhu L. Yin 53 124 0 09 Feb 2017
SGDR: Stochastic Gradient Descent with Warm Restarts I. Loshchilov Frank Hutter ODL 350 8,174 0 13 Aug 2016
Training Deep Networks for Facial Expression Recognition with Crowd-Sourced Label Distribution Emad Barsoum Cha Zhang Cristian Canton Ferrer Zhengyou Zhang 108 713 0 03 Aug 2016
VQA: Visual Question Answering Aishwarya Agrawal Jiasen Lu Stanislaw Antol Margaret Mitchell C. L. Zitnick Dhruv Batra Devi Parikh CoGe 220 5,503 0 03 May 2015
Show and Tell: A Neural Image Caption Generator Oriol Vinyals Alexander Toshev Samy Bengio D. Erhan 3DV 253 6,035 0 17 Nov 2014
Challenges in Representation Learning: A report on three machine learning contests Ian Goodfellow D. Erhan P. Carrier Aaron Courville M. Berk Mirza ... Jingjing Xie Lukasz Romaszko Bing Xu Chuang Zhang Yoshua Bengio CVBM 137 1,619 0 01 Jul 2013