miCSE: Mutual Information Contrastive Learning for Low-shot Sentence Embeddings

9 November 2022

Papers citing "miCSE: Mutual Information Contrastive Learning for Low-shot Sentence Embeddings"

8 / 8 papers shown

Title
Unveiling Key Aspects of Fine-Tuning in Sentence Embeddings: A Representation Rank Analysis Euna Jung Jaeill Kim Jungmin Ko Jinwoo Park Wonjong Rhee 50 0 0 18 May 2024
Instance Smoothed Contrastive Learning for Unsupervised Sentence Embedding Hongliang He Junlei Zhang Zhenzhong Lan Yue Zhang 33 5 0 12 May 2023
Virtual Augmentation Supported Contrastive Learning of Sentence Representations Dejiao Zhang Wei Xiao Henghui Zhu Xiaofei Ma Andrew O. Arnold SSL 51 29 0 16 Oct 2021
Trans-Encoder: Unsupervised sentence-pair modelling through self- and mutual-distillations Fangyu Liu Yunlong Jiao Jordan Massiah Emine Yilmaz Serhii Havrylov SSL 89 29 0 27 Sep 2021
Artificial Text Detection via Examining the Topology of Attention Maps Laida Kushnareva D. Cherniavskii Vladislav Mikhailov Ekaterina Artemova S. Barannikov A. Bernstein Irina Piontkovskaya D. Piontkovski Evgeny Burnaev 33 49 0 10 Sep 2021
ESimCSE: Enhanced Sample Building Method for Contrastive Learning of Unsupervised Sentence Embedding Xing Wu Chaochen Gao Liangjun Zang Jizhong Han Zhongyuan Wang Songlin Hu SSL AILaw 33 129 0 09 Sep 2021
Mutual Contrastive Learning for Visual Representation Learning Chuanguang Yang Zhulin An Linhang Cai Yongjun Xu VLM SSL 97 75 0 26 Apr 2021
Bayesian Attention Modules Xinjie Fan Shujian Zhang Bo Chen Mingyuan Zhou 109 59 0 20 Oct 2020