Deep Bregman Divergence for Contrastive Learning of Visual
Representations

Deep Bregman Divergence for Contrastive Learning of Visual Representations

15 September 2021

Farzin Soleymani

Shekoofeh Azizi

Papers citing "Deep Bregman Divergence for Contrastive Learning of Visual Representations"

12 / 12 papers shown

Title
Stochastic Vision Transformers with Wasserstein Distance-Aware Attention Franciskus Xaverius Erick Mina Rezaei Johanna P. Müller Bernhard Kainz 9 0 0 30 Nov 2023
Temporally Aligning Long Audio Interviews with Questions: A Case Study in Multimodal Data Integration Piyush Singh Pasi Karthikeya Battepati P. Jyothi Ganesh Ramakrishnan T. Mahapatra Manoj Singh 41 0 0 10 Oct 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
Enhancing Contrastive Learning with Noise-Guided Attack: Towards Continual Relation Extraction in the Wild Ting Wu Jingyi Liu Rui Zheng Qi Zhang Tao Gui Xuanjing Huang CLL 22 0 0 11 May 2023
Learning Empirical Bregman Divergence for Uncertain Distance Representation Zhiyuan Li Ziru Liu An–Min Zou Anca L. Ralescu 24 1 0 16 Apr 2023
How to Train Your DRAGON: Diverse Augmentation Towards Generalizable Dense Retrieval Sheng-Chieh Lin Akari Asai Minghan Li Barlas Oğuz Jimmy J. Lin Yashar Mehdad Wen-tau Yih Xilun Chen 26 93 0 15 Feb 2023
Label-efficient Time Series Representation Learning: A Review Emadeldeen Eldele Mohamed Ragab Zhenghua Chen Min-man Wu C. Kwoh Xiaoli Li AI4TS 25 13 0 13 Feb 2023
Joint Debiased Representation and Image Clustering Learning with Self-Supervision Shun Zheng JaeEun Nam Emilio Dorigatti Bernd Bischl Shekoofeh Azizi Mina Rezaei SSL 8 0 0 14 Sep 2022
Robust and Efficient Imbalanced Positive-Unlabeled Learning with Self-supervision Emilio Dorigatti J. Schweisthal Bernd Bischl Mina Rezaei OOD 13 2 0 06 Sep 2022
Cross-Lingual Phrase Retrieval Heqi Zheng Xiao Zhang Zewen Chi Heyan Huang T. Yan Tian Lan Wei Wei Xian-Ling Mao RALM LRM 27 3 0 19 Apr 2022
Generating Synthetic Mixed-type Longitudinal Electronic Health Records for Artificial Intelligent Applications Jin Li B. Cairns Jingsong Li T. Zhu SyDa 20 67 0 22 Dec 2021
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 238 3,367 0 09 Mar 2020