Efficient Contrastive Learning via Novel Data Augmentation and
Curriculum Learning

Efficient Contrastive Learning via Novel Data Augmentation and Curriculum Learning

10 September 2021

Papers citing "Efficient Contrastive Learning via Novel Data Augmentation and Curriculum Learning"

15 / 15 papers shown

Title
Efficient Self-Supervised Learning for Earth Observation via Dynamic Dataset Curation Thomas Kerdreux A. Tuel Quentin Febvre A. Mouche Bertrand Chapron 73 0 0 09 Apr 2025
Diffusion Curriculum: Synthetic-to-Real Generative Curriculum Learning via Image-Guided Diffusion Yijun Liang Shweta Bhardwaj Tianyi Zhou 26 0 0 17 Oct 2024
Contrastive Learning with Synthetic Positives Dewen Zeng Yawen Wu Xinrong Hu Xiaowei Xu Yiyu Shi SyDa SSL 46 1 0 30 Aug 2024
Heterogeneous Contrastive Learning for Foundation Models and Beyond Lecheng Zheng Baoyu Jing Zihao Li Hanghang Tong Jingrui He VLM 24 18 0 30 Mar 2024
Adverb Is the Key: Simple Text Data Augmentation with Adverb Deletion Juhwan Choi Youngbin Kim 17 0 0 29 Mar 2024
Colorful Cutout: Enhancing Image Data Augmentation with Curriculum Learning Juhwan Choi Youngbin Kim 16 1 0 29 Mar 2024
Unsupervised hard Negative Augmentation for contrastive learning Yuxuan Shu Vasileios Lampos 18 0 0 05 Jan 2024
Data Augmentation for Improving Tail-traffic Robustness in Skill-routing for Dialogue Systems Ting-Wei Wu Fatemeh Sheikholeslami Mohammad Kachuee Jaeyoung Do Sungjin Lee 8 0 0 07 Jun 2023
Facilitating Contrastive Learning of Discourse Relational Senses by Exploiting the Hierarchy of Sense Relations Wanqiu Long Bonnie Webber 25 33 0 06 Jan 2023
A Curriculum Learning Approach for Multi-domain Text Classification Using Keyword weight Ranking Zilin Yuan Yinghui Li Y. Li Rui Xie Wei Yu Wu Haitao Zheng 37 2 0 27 Oct 2022
ConEntail: An Entailment-based Framework for Universal Zero and Few Shot Classification with Supervised Contrastive Pretraining H. Zhang Aysa Xuemo Fan Rui Zhang VLM 28 3 0 14 Oct 2022
Label-Driven Denoising Framework for Multi-Label Few-Shot Aspect Category Detection Fei Zhao Yuchen Shen Zhanghua Wu Xinyu Dai 22 11 0 09 Oct 2022
COCO-LM: Correcting and Contrasting Text Sequences for Language Model Pretraining Yu Meng Chenyan Xiong Payal Bajaj Saurabh Tiwary Paul N. Bennett Jiawei Han Xia Song 117 201 0 16 Feb 2021
Shortformer: Better Language Modeling using Shorter Inputs Ofir Press Noah A. Smith M. Lewis 219 87 0 31 Dec 2020
CoDA: Contrast-enhanced and Diversity-promoting Data Augmentation for Natural Language Understanding Yanru Qu Dinghan Shen Yelong Shen Sandra Sajeev Jiawei Han Weizhu Chen 123 65 0 16 Oct 2020