Weakly Supervised Contrastive Learning

10 October 2021

Papers citing "Weakly Supervised Contrastive Learning"

23 / 73 papers shown

Title
Label Structure Preserving Contrastive Embedding for Multi-Label Learning with Missing Labels Zhongchen Ma Lisha Li Qi-rong Mao Songcan Chen 20 1 0 03 Sep 2022
OpenCon: Open-world Contrastive Learning Yiyou Sun Yixuan Li VLM SSL DRL 35 39 0 04 Aug 2022
Negative Samples are at Large: Leveraging Hard-distance Elastic Loss for Re-identification Hyungtae Lee Sungmin Eum H. Kwon VLM 15 4 0 20 Jul 2022
LightViT: Towards Light-Weight Convolution-Free Vision Transformers Tao Huang Lang Huang Shan You Fei Wang Chao Qian Chang Xu ViT 17 55 0 12 Jul 2022
Lesion-Aware Contrastive Representation Learning for Histopathology Whole Slide Images Analysis Jun Li Yushan Zheng Kun-Hsuan Wu Jun Shi Feng-ying Xie Zhi-guo Jiang SSL 11 10 0 27 Jun 2022
Utilizing Expert Features for Contrastive Learning of Time-Series Representations Manuel Nonnenmacher Lukas Oldenburg Ingo Steinwart David Reeb AI4TS 19 21 0 23 Jun 2022
Integrating Prior Knowledge in Contrastive Learning with Kernel Benoit Dufumier C. Barbano Robin Louiset Edouard Duchesnay Pietro Gori SSL 9 8 0 03 Jun 2022
Green Hierarchical Vision Transformer for Masked Image Modeling Lang Huang Shan You Mingkai Zheng Fei Wang Chao Qian T. Yamasaki 13 68 0 26 May 2022
Learning Where to Learn in Cross-View Self-Supervised Learning Lang Huang Shan You Mingkai Zheng Fei Wang Chao Qian T. Yamasaki SSL 9 40 0 28 Mar 2022
DyRep: Bootstrapping Training with Dynamic Re-parameterization Tao Huang Shan You Bohan Zhang Yuxuan Du Fei Wang Chao Qian Chang Xu 12 26 0 24 Mar 2022
Weak Augmentation Guided Relational Self-Supervised Learning Mingkai Zheng Shan You Fei Wang Chao Qian Changshui Zhang Xiaogang Wang Chang Xu 9 4 0 16 Mar 2022
Contrastive Learning of Sociopragmatic Meaning in Social Media Chiyu Zhang Muhammad Abdul-Mageed Ganesh Jawahar 28 1 0 15 Mar 2022
SimMatch: Semi-supervised Learning with Similarity Matching Mingkai Zheng Shan You Lang Huang Fei Wang Chao Qian Chang Xu 14 168 0 14 Mar 2022
Learning Weakly-Supervised Contrastive Representations Yao-Hung Hubert Tsai Tianqi Li Weixin Liu Pei-Kai Liao Ruslan Salakhutdinov Louis-Philippe Morency SSL 14 9 0 14 Feb 2022
Similarity Contrastive Estimation for Self-Supervised Soft Contrastive Learning J. Denize Jaonary Rabarisoa Astrid Orcesi Romain Hérault S. Canu SSL 11 29 0 29 Nov 2021
Learning Representation for Clustering via Prototype Scattering and Positive Sampling Zhizhong Huang Jie Chen Junping Zhang Hongming Shan 8 87 0 23 Nov 2021
Learning to Align Sequential Actions in the Wild Weizhe Liu Bugra Tekin Huseyin Coskun Vibhav Vineet Pascal Fua Marc Pollefeys 11 24 0 17 Nov 2021
Deeper-GXX: Deepening Arbitrary GNNs Lecheng Zheng Dongqi Fu Ross Maciejewski Jingrui He 11 11 0 26 Oct 2021
ReSSL: Relational Self-Supervised Learning with Weak Augmentation Mingkai Zheng Shan You Fei-Yue Wang Chao Qian Changshui Zhang Xiaogang Wang Chang Xu 8 112 0 20 Jul 2021
Self-Contrastive Learning: Single-viewed Supervised Contrastive Framework using Sub-network Sangmin Bae Sungnyun Kim Jongwoo Ko Gihun Lee SeungJong Noh Se-Young Yun SSL 17 6 0 29 Jun 2021
ViTAS: Vision Transformer Architecture Search Xiu Su Shan You Jiyang Xie Mingkai Zheng Fei-Yue Wang Chao Qian Changshui Zhang Xiaogang Wang Chang Xu ViT 8 54 0 25 Jun 2021
BCNet: Searching for Network Width with Bilaterally Coupled Network Xiu Su Shan You Fei-Yue Wang Chao Qian Changshui Zhang Chang Xu 41 33 0 21 May 2021
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 238 3,359 0 09 Mar 2020