SCD: Self-Contrastive Decorrelation for Sentence Embeddings

15 March 2022

Papers citing "SCD: Self-Contrastive Decorrelation for Sentence Embeddings"

18 / 18 papers shown

Title
Towards Better Understanding of Contrastive Sentence Representation Learning: A Unified Paradigm for Gradient Mingxin Li Richong Zhang Zhijie Nie SSL 19 0 0 28 Feb 2024
UNSEE: Unsupervised Non-contrastive Sentence Embeddings Ömer Veysel Çagatan SSL 19 0 0 27 Jan 2024
Unsupervised hard Negative Augmentation for contrastive learning Yuxuan Shu Vasileios Lampos 23 0 0 05 Jan 2024
An Efficient Self-Supervised Cross-View Training For Sentence Embedding Peerat Limkonchotiwat Wuttikorn Ponwitayarat Lalita Lowphansirikul Can Udomcharoenchaikit E. Chuangsuwanich Sarana Nutanong SSL AI4TS 12 4 0 06 Nov 2023
Non-contrastive sentence representations via self-supervision M. Farina D. Pappadopulo SSL 14 1 0 26 Oct 2023
Diversified Ensemble of Independent Sub-Networks for Robust Self-Supervised Representation Learning Amirhossein Vahidi Lisa Wimmer H. Gündüz Bernd Bischl Eyke Hüllermeier Mina Rezaei OOD UQCV 19 4 0 28 Aug 2023
Efficient Document Embeddings via Self-Contrastive Bregman Divergence Learning Daniel Saggau Mina Rezaei Bernd Bischl Ilias Chalkidis SSL MedIm 17 2 0 25 May 2023
SimCSE++: Improving Contrastive Learning for Sentence Embeddings from Two Perspectives Jiahao Xu Wei Shao Lihu Chen Lemao Liu 25 17 0 22 May 2023
Sentence Representations via Gaussian Embedding Shohei Yoda Hayato Tsukagoshi Ryohei Sasano Koichi Takeda 15 0 0 22 May 2023
A Comprehensive Survey of Sentence Representations: From the BERT Epoch to the ChatGPT Era and Beyond Abhinav Ramesh Kashyap Thang-Tung Nguyen Viktor Schlegel Stefan Winkler See-Kiong Ng Soujanya Poria AI4TS 3DV SSL 29 6 0 22 May 2023
Unsupervised Sentence Representation Learning with Frequency-induced Adversarial Tuning and Incomplete Sentence Filtering Bing Wang Ximing Li Zhiyao Yang Yuanyuan Guan Jiayin Li Sheng-sheng Wang 27 6 0 15 May 2023
ESCL: Equivariant Self-Contrastive Learning for Sentence Representations Jie Liu Yixuan Liu Xue Han Chao Deng Junlan Feng SSL 11 2 0 09 Mar 2023
miCSE: Mutual Information Contrastive Learning for Low-shot Sentence Embeddings T. Klein Moin Nabi SSL 18 15 0 09 Nov 2022
Dial2vec: Self-Guided Contrastive Learning of Unsupervised Dialogue Embeddings Che Liu Rui Wang Junfeng Jiang Yongbin Li Fei Huang SSL 28 8 0 27 Oct 2022
A Benchmark Study of Contrastive Learning for Arabic Social Meaning Md. Tawkat Islam Khondaker El Moatez Billah Nagoudi AbdelRahim Elmadany Muhammad Abdul-Mageed L. Lakshmanan 18 3 0 22 Oct 2022
An Information Minimization Based Contrastive Learning Model for Unsupervised Sentence Embeddings Learning Shaobin Chen Jie Zhou Yuling Sun Liang He SSL 8 6 0 22 Sep 2022
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 238 3,367 0 09 Mar 2020
Efficient Estimation of Word Representations in Vector Space Tomáš Mikolov Kai Chen G. Corrado J. Dean 3DV 228 31,244 0 16 Jan 2013