Self-Damaging Contrastive Learning

Self-Damaging Contrastive Learning

6 June 2021

Bobak J. Mortazavi

Papers citing "Self-Damaging Contrastive Learning"

14 / 14 papers shown

Title
Music Era Recognition Using Supervised Contrastive Learning and Artist Information Qiqi He Xuchen Song Weituo Hao Ju-Chiang Wang Fan Zhang Wei Li 33 0 0 07 Jul 2024
Robustness-Reinforced Knowledge Distillation with Correlation Distance and Network Pruning Seonghak Kim Gyeongdo Ham Yucheol Cho Daeshik Kim 35 3 0 23 Nov 2023
Combating Representation Learning Disparity with Geometric Harmonization Zhihan Zhou Jiangchao Yao Feng Hong Ya Zhang Bo Han Yanfeng Wang 38 12 0 26 Oct 2023
Frequency-Aware Self-Supervised Long-Tailed Learning Ci-Siang Lin Min-Hung Chen Y. Wang 32 3 0 09 Sep 2023
Layer Grafted Pre-training: Bridging Contrastive Learning And Masked Image Modeling For Label-Efficient Representations Ziyu Jiang Yinpeng Chen Mengchen Liu Dongdong Chen Xiyang Dai Lu Yuan Zicheng Liu Zhangyang Wang SSL VLM CLIP 43 16 0 27 Feb 2023
Rethinking the Augmentation Module in Contrastive Learning: Learning Hierarchical Augmentation Invariance with Expanded Views Junbo Zhang Kaisheng Ma 33 43 0 01 Jun 2022
Contrastive Learning with Boosted Memorization Zhihan Zhou Jiangchao Yao Yanfeng Wang Bo Han Ya Zhang SSL 30 29 0 25 May 2022
ReSmooth: Detecting and Utilizing OOD Samples when Training with Data Augmentation Chenyang Wang Junjun Jiang Xiong Zhou Xianming Liu 47 3 0 25 May 2022
Beyond Labels: Visual Representations for Bone Marrow Cell Morphology Recognition Shayan Fazeli Alireza Samiei Thomas D Lee Majid Sarrafzadeh 27 1 0 19 May 2022
Contrastive Learning with Positive-Negative Frame Mask for Music Representation Dongyu Yao Zhou Zhao Shengyu Zhang Jieming Zhu Yudong Zhu Rui Zhang Xiuqiang He 31 21 0 17 Mar 2022
A Primer on Contrastive Pretraining in Language Processing: Methods, Lessons Learned and Perspectives Nils Rethmeier Isabelle Augenstein SSL VLM 96 91 0 25 Feb 2021
Re-labeling ImageNet: from Single to Multi-Labels, from Global to Localized Labels Sangdoo Yun Seong Joon Oh Byeongho Heo Dongyoon Han Junsuk Choe Sanghyuk Chun 414 143 0 13 Jan 2021
Data-Efficient Pretraining via Contrastive Self-Supervision Nils Rethmeier Isabelle Augenstein 36 20 0 02 Oct 2020
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 281 3,386 0 09 Mar 2020