Data-Efficient Pretraining via Contrastive Self-Supervision

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Data-Efficient Pretraining via Contrastive Self-Supervision

2 October 2020

Isabelle Augenstein

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Papers citing "Data-Efficient Pretraining via Contrastive Self-Supervision"

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Title
CXR-LT 2024: A MICCAI challenge on long-tailed, multi-label, and zero-shot disease classification from chest X-ray Mingquan Lin G. Holste Song Wang Yiliang Zhou Yishu Wei ... Hao Chen Adam Flanders George Shih Zhangyang Wang Yifan Peng LM&MA 166 2 0 09 Jun 2025
A Survey of Deep Long-Tail Classification Advancements Charika De Alvis Suranga Seneviratne 215 9 0 24 Apr 2024
Decoupled DETR For Few-shot Object Detection Zeyu Shangguan Lian Huai Tong Liu Xingqun Jiang 235 3 0 20 Nov 2023
Towards long-tailed, multi-label disease classification from chest X-ray: Overview of the CXR-LT challenge G. Holste Yiliang Zhou Song Wang Ajay Jaiswal Mingquan Lin ... Zhiyong Lu Ronald M. Summers George Shih Zhangyang Wang Yifan Peng 194 30 0 24 Oct 2023
How Does Pruning Impact Long-Tailed Multi-Label Medical Image Classifiers?International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023 G. Holste Ziyu Jiang Ajay Jaiswal Maria Hanna Shlomo Minkowitz ... Ying Ding Ronald M. Summers George Shih Yifan Peng Zhangyang Wang 234 1 0 17 Aug 2023
Label Semantic Aware Pre-training for Few-shot Text ClassificationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Aaron Mueller Jason Krone Salvatore Romeo Saab Mansour Elman Mansimov Yi Zhang Dan Roth VLM 109 40 0 14 Apr 2022
Fact Checking with Insufficient EvidenceTransactions of the Association for Computational Linguistics (TACL), 2022 Pepa Atanasova J. Simonsen Christina Lioma Isabelle Augenstein 261 18 0 05 Apr 2022
VLP: A Survey on Vision-Language Pre-trainingMachine Intelligence Research (MIR), 2022 Feilong Chen Duzhen Zhang Minglun Han Xiuyi Chen Jing Shi Shuang Xu Bo Xu VLM 327 282 0 18 Feb 2022
Neighborhood Contrastive Learning for Scientific Document Representations with Citation EmbeddingsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Malte Ostendorff Nils Rethmeier Isabelle Augenstein Bela Gipp Georg Rehm 348 93 0 14 Feb 2022
Adversarial Training with Contrastive Learning in NLP Daniela N. Rim DongNyeong Heo Heeyoul Choi AAML 152 14 0 19 Sep 2021
When Does Contrastive Visual Representation Learning Work?Computer Vision and Pattern Recognition (CVPR), 2021 Elijah Cole Xuan S. Yang Kimberly Wilber Oisin Mac Aodha Serge Belongie SSL 310 135 0 12 May 2021
Cross-Domain Label-Adaptive Stance DetectionConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Momchil Hardalov Arnav Arora Preslav Nakov Isabelle Augenstein 269 82 0 15 Apr 2021
A Survey on Stance Detection for Mis- and Disinformation Identification Momchil Hardalov Arnav Arora Preslav Nakov Isabelle Augenstein 370 152 0 27 Feb 2021
A Primer on Contrastive Pretraining in Language Processing: Methods, Lessons Learned and PerspectivesACM Computing Surveys (CSUR), 2021 Nils Rethmeier Isabelle Augenstein SSL VLM 209 110 0 25 Feb 2021