Multimodal Contrastive Learning with Hard Negative Sampling for Human Activity Recognition

3 September 2023

Papers citing "Multimodal Contrastive Learning with Hard Negative Sampling for Human Activity Recognition"

23 / 23 papers shown

Title
BatchSampler: Sampling Mini-Batches for Contrastive Learning in Vision, Language, and Graphs Zhiyong Yang Tinglin Huang Ming Ding Yuxiao Dong Rex Ying Yukuo Cen Yangli-ao Geng Jie Tang SSL VLM 78 9 0 06 Jun 2023
Understanding Multimodal Contrastive Learning and Incorporating Unpaired Data Ryumei Nakada Halil Ibrahim Gulluk Zhun Deng Wenlong Ji James Zou Linjun Zhang SSL VLM 93 41 0 13 Feb 2023
End-to-End Multimodal Representation Learning for Video Dialog Huda AlAmri Anthony Bilic Michael Hu Apoorva Beedu Irfan Essa 76 7 0 26 Oct 2022
Expanding Language-Image Pretrained Models for General Video Recognition Bolin Ni Houwen Peng Minghao Chen Songyang Zhang Gaofeng Meng Jianlong Fu Shiming Xiang Haibin Ling VLM CLIP ViT 112 327 0 04 Aug 2022
Hard Negative Sampling Strategies for Contrastive Representation Learning Afrina Tabassum Muntasir Wahed Hoda Eldardiry Ismini Lourentzou SSL 92 25 0 02 Jun 2022
SimCSE: Simple Contrastive Learning of Sentence Embeddings Tianyu Gao Xingcheng Yao Danqi Chen AILaw SSL 280 3,415 0 18 Apr 2021
MMBERT: Multimodal BERT Pretraining for Improved Medical VQA Yash Khare Viraj Bagal Minesh Mathew Adithi Devi U. Priyakumar C. V. Jawahar MedIm 72 136 0 03 Apr 2021
Human Action Recognition from Various Data Modalities: A Review Zehua Sun Qiuhong Ke Hossein Rahmani Mohammed Bennamoun Gang Wang Jun Liu MU 138 531 0 22 Dec 2020
Contrastive Predictive Coding for Human Activity Recognition H. Haresamudram Irfan Essa Thomas Ploetz 87 121 0 09 Dec 2020
Exploring Contrastive Learning in Human Activity Recognition for Healthcare Chi Ian Tang I. Perez-Pozuelo Dimitris Spathis Cecilia Mascolo 91 122 0 23 Nov 2020
A Survey on Contrastive Self-supervised Learning Ashish Jaiswal Ashwin Ramesh Babu Mohammad Zaki Zadeh Debapriya Banerjee F. Makedon SSL 129 1,398 0 31 Oct 2020
HAMLET: A Hierarchical Multimodal Attention-based Human Activity Recognition Algorithm Md. Mofijul Islam Tariq Iqbal 51 81 0 03 Aug 2020
Debiased Contrastive Learning Ching-Yao Chuang Joshua Robinson Yen-Chen Lin Antonio Torralba Stefanie Jegelka SSL 81 566 0 01 Jul 2020
Human Activity Recognition from Wearable Sensor Data Using Self-Attention Saif Mahmud M. T. H. Tonmoy K. Bhaumik A. Rahman M. A. Amin M. Shoyaib Muhammad Asif Hossain Khan A. Ali HAI 75 85 0 17 Mar 2020
A Simple Framework for Contrastive Learning of Visual Representations Ting-Li Chen Simon Kornblith Mohammad Norouzi Geoffrey E. Hinton SSL 387 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 213 12,124 0 13 Nov 2019
VisualBERT: A Simple and Performant Baseline for Vision and Language Liunian Harold Li Mark Yatskar Da Yin Cho-Jui Hsieh Kai-Wei Chang VLM 153 1,965 0 09 Aug 2019
Contrastive Multiview Coding Yonglong Tian Dilip Krishnan Phillip Isola SSL 174 2,409 0 13 Jun 2019
DenseFusion: 6D Object Pose Estimation by Iterative Dense Fusion Chen Wang Danfei Xu Yuke Zhu Roberto Martín-Martín Cewu Lu Li Fei-Fei Silvio Savarese MDE 107 958 0 15 Jan 2019
Co-occurrence Feature Learning from Skeleton Data for Action Recognition and Detection with Hierarchical Aggregation Chong Li Qiaoyong Zhong Di Xie Shiliang Pu 57 537 0 17 Apr 2018
Rethinking Spatiotemporal Feature Learning: Speed-Accuracy Trade-offs in Video Classification Saining Xie Chen Sun Jonathan Huang Zhuowen Tu Kevin Patrick Murphy 3DH 155 1,333 0 13 Dec 2017
Skeleton-Based Action Recognition Using Spatio-Temporal LSTM Network with Trust Gates Jun Liu Amir Shahroudy Dong Xu Alex C. Kot G. Wang 65 455 0 26 Jun 2017
VQA: Visual Question Answering Aishwarya Agrawal Jiasen Lu Stanislaw Antol Margaret Mitchell C. L. Zitnick Dhruv Batra Devi Parikh CoGe 226 5,509 0 03 May 2015