Prototypical Contrastive Learning of Unsupervised Representations

11 May 2020

Papers citing "Prototypical Contrastive Learning of Unsupervised Representations"

50 / 581 papers shown

Title
Towards Efficient and Effective Self-Supervised Learning of Visual Representations Sravanti Addepalli Kaushal Bhogale Priyam Dey R. Venkatesh Babu SSL 12 8 0 18 Oct 2022
ZooD: Exploiting Model Zoo for Out-of-Distribution Generalization Qishi Dong Muhammad Awais Fengwei Zhou Chuanlong Xie Tianyang Hu Yongxin Yang Sung-Ho Bae Zhenguo Li OODD VLM 33 14 0 17 Oct 2022
Weakly Supervised Face Naming with Symmetry-Enhanced Contrastive Loss Tingyu Qu Tinne Tuytelaars Marie-Francine Moens CVBM 13 4 0 17 Oct 2022
LESS: Label-Efficient Semantic Segmentation for LiDAR Point Clouds Minghua Liu Yin Zhou C. Qi Boqing Gong Hao Su Drago Anguelov 3DPC 31 54 0 14 Oct 2022
Invariance-adapted decomposition and Lasso-type contrastive learning Masanori Koyama Takeru Miyato Kenji Fukumizu 12 1 0 13 Oct 2022
Multi-Granularity Cross-modal Alignment for Generalized Medical Visual Representation Learning Fuying Wang Yuyin Zhou Shujun Wang V. Vardhanabhuti Lequan Yu 21 137 0 12 Oct 2022
Jitter Does Matter: Adapting Gaze Estimation to New Domains Ruicong Liu Yiwei Bao Mingjie Xu Haofei Wang Yunfei Liu Feng Lu OOD 49 6 0 05 Oct 2022
Efficient block contrastive learning via parameter-free meta-node approximation Gayan K. Kulatilleke Marius Portmann Shekhar S. Chandra 29 3 0 28 Sep 2022
Mine yOur owN Anatomy: Revisiting Medical Image Segmentation with Extremely Limited Labels Chenyu You Weicheng Dai Fenglin Liu Yifei Min Haoran Su Xiaoran Zhang Xiaoxiao Li David A. Clifton Lawrence H. Staib James S. Duncan 43 49 0 27 Sep 2022
OLIVES Dataset: Ophthalmic Labels for Investigating Visual Eye Semantics M. Prabhushankar Kiran Kokilepersaud Yash-yee Logan Stephanie Trejo Corona Ghassan AlRegib C. Wykoff 55 30 0 22 Sep 2022
The Geometry of Self-supervised Learning Models and its Impact on Transfer Learning Romain Cosentino Sarath Shekkizhar Mahdi Soltanolkotabi A. Avestimehr Antonio Ortega SSL 51 7 0 18 Sep 2022
Topological Semantic Graph Memory for Image-Goal Navigation Nuri Kim Obin Kwon Hwiyeon Yoo Yunho Choi Jeongho Park Songhwai Oh 39 51 0 17 Sep 2022
MetaMask: Revisiting Dimensional Confounder for Self-Supervised Learning Jiangmeng Li Wenwen Qiang Yanan Zhang Wenyi Mo Changwen Zheng Bing-Huang Su Hui Xiong SSL 21 14 0 16 Sep 2022
Visual Recognition with Deep Nearest Centroids Wenguan Wang Cheng Han Tianfei Zhou Dongfang Liu 54 91 0 15 Sep 2022
Measuring the Interpretability of Unsupervised Representations via Quantized Reverse Probing Iro Laina Yuki M. Asano Andrea Vedaldi SSL 21 8 0 07 Sep 2022
Multimodal contrastive learning for remote sensing tasks Umang Jain Alex Wilson Varun Gulshan SSL 36 24 0 06 Sep 2022
Prototype-Aware Heterogeneous Task for Point Cloud Completion Junshu Tang Jiacheng Xu Jing-yu Gong Haichuan Song Yuan Xie Lizhuang Ma 3DPC 30 2 0 05 Sep 2022
Self-Supervised Pyramid Representation Learning for Multi-Label Visual Analysis and Beyond Cheng-Yen Hsieh Chih-Jung Chang Fu-En Yang Yu-Chiang Frank Wang SSL 25 8 0 30 Aug 2022
Toward Robust Graph Semi-Supervised Learning against Extreme Data Scarcity Kaize Ding E. Nouri Guoqing Zheng Huan Liu Ryen W. White 21 9 0 26 Aug 2022
Skeleton Prototype Contrastive Learning with Multi-Level Graph Relation Modeling for Unsupervised Person Re-Identification Haocong Rao Chun Miao 3DH 16 3 0 25 Aug 2022
Learning crop type mapping from regional label proportions in large-scale SAR and optical imagery L. E. L. Rosa Dario Augusto Borges Oliveira Pedram Ghamisi 18 7 0 24 Aug 2022
Siamese Prototypical Contrastive Learning Shentong Mo Zhun Sun Chao Li SSL 11 12 0 18 Aug 2022
C3-DINO: Joint Contrastive and Non-contrastive Self-Supervised Learning for Speaker Verification Chunlei Zhang Dong Yu 22 17 0 15 Aug 2022
Instance Image Retrieval by Learning Purely From Within the Dataset Zhongyan Zhang Lei Wang Yang Wang Luping Zhou Jianjia Zhang Peng Wang Fangxiao Chen SSL 10 0 0 12 Aug 2022
MILAN: Masked Image Pretraining on Language Assisted Representation Zejiang Hou Fei Sun Yen-kuang Chen Yuan Xie S. Kung ViT 26 68 0 11 Aug 2022
OpenCon: Open-world Contrastive Learning Yiyou Sun Yixuan Li VLM SSL DRL 44 39 0 04 Aug 2022
Automatically Discovering Novel Visual Categories with Self-supervised Prototype Learning Lu Zhang Lu Qi Xu Yang Hong Qiao Ming Yang Zhiyong Liu SSL 26 3 0 01 Aug 2022
A Deep Dive into Deep Cluster Ahmad Mustapha Wael Khreich Wasim Masr SSL VLM 11 2 0 24 Jul 2022
Adaptive Soft Contrastive Learning Chen Feng Ioannis Patras SSL 25 19 0 22 Jul 2022
Feature Representation Learning for Unsupervised Cross-domain Image Retrieval Conghui Hu G. Lee 14 23 0 20 Jul 2022
FedX: Unsupervised Federated Learning with Cross Knowledge Distillation Sungwon Han Sungwon Park Fangzhao Wu Sundong Kim Chuhan Wu Xing Xie M. Cha FedML 24 53 0 19 Jul 2022
Balanced Contrastive Learning for Long-Tailed Visual Recognition Jianggang Zhu Z. Wang Jingjing Chen Yi-Ping Phoebe Chen Yueping Jiang 24 167 0 19 Jul 2022
Adversarial Contrastive Learning via Asymmetric InfoNCE Qiying Yu Jieming Lou Xianyuan Zhan Qizhang Li W. Zuo Yang Liu Jingjing Liu AAML 19 23 0 18 Jul 2022
Model-Aware Contrastive Learning: Towards Escaping the Dilemmas Zizheng Huang Haoxing Chen Ziqi Wen Chao Zhang Huaxiong Li Bojuan Wang Chunlin Chen 24 8 0 16 Jul 2022
Benchmarking Omni-Vision Representation through the Lens of Visual Realms Yuanhan Zhang Zhen-fei Yin Jing Shao Ziwei Liu VLM 36 26 0 14 Jul 2022
ConCL: Concept Contrastive Learning for Dense Prediction Pre-training in Pathology Images Jiawei Yang Hanbo Chen Yuan Liang Junzhou Huang Lei He Jianhua Yao 40 18 0 14 Jul 2022
Unsupervised Visual Representation Learning by Synchronous Momentum Grouping Bo Pang Yifan Zhang Yaoyi Li Jia Cai Cewu Lu SSL 23 27 0 13 Jul 2022
Experiments on Anomaly Detection in Autonomous Driving by Forward-Backward Style Transfers Daniel Bogdoll Meng Zhang Maximilian Nitsche J. Marius Zöllner 17 1 0 13 Jul 2022
Knowledge Condensation Distillation Chenxin Li Mingbao Lin Zhiyuan Ding Nie Lin Yihong Zhuang Yue Huang Xinghao Ding Liujuan Cao 23 28 0 12 Jul 2022
Few-Example Clustering via Contrastive Learning M-U Jang Sae-Young Chung 15 0 0 08 Jul 2022
An Embedding-Dynamic Approach to Self-supervised Learning Suhong Moon Domas Buracas Seunghyun Park Jinkyu Kim John F. Canny OCL 25 4 0 07 Jul 2022
Not All Models Are Equal: Predicting Model Transferability in a Self-challenging Fisher Space Wenqi Shao Xun Zhao Yixiao Ge Zhaoyang Zhang Lei Yang Xiaogang Wang Ying Shan Ping Luo 19 26 0 07 Jul 2022
Interventional Contrastive Learning with Meta Semantic Regularizer Wenwen Qiang Jiangmeng Li Changwen Zheng Bing-Huang Su Hui Xiong 13 23 0 29 Jun 2022
Semi-supervised Contrastive Outlier removal for Pseudo Expectation Maximization (SCOPE) Sumeet Menon David Chapman 13 0 0 28 Jun 2022
Self-supervised Learning in Remote Sensing: A Review Yi Wang C. Albrecht Nassim Ait Ali Braham Lichao Mou Xiao Xiang Zhu 19 218 0 27 Jun 2022
Graph Component Contrastive Learning for Concept Relatedness Estimation Yueen Ma Zixing Song Xuming Hu Jingjing Li Yifei Zhang Irwin King 32 12 0 25 Jun 2022
SLIC: Self-Supervised Learning with Iterative Clustering for Human Action Videos S. H. Khorasgani Yuxuan Chen Florian Shkurti SSL 45 23 0 25 Jun 2022
ProtoCLIP: Prototypical Contrastive Language Image Pretraining Delong Chen Zhao Wu Fan Liu Zaiquan Yang Huaxi Huang Ying Tan Erjin Zhou VLM CLIP 27 28 0 22 Jun 2022
Bi-Calibration Networks for Weakly-Supervised Video Representation Learning Fuchen Long Ting Yao Zhaofan Qiu Xinmei Tian Jiebo Luo Tao Mei 28 6 0 21 Jun 2022
Self-Supervised Consistent Quantization for Fully Unsupervised Image Retrieval Guile Wu Chaoxi Zhang Stephan Liwicki SSL 14 2 0 20 Jun 2022