Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination

5 May 2018

Papers citing "Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination"

50 / 1,940 papers shown

Title
Uncertainty-aware Clustering for Unsupervised Domain Adaptive Object Re-identification Pengfei Wang Changxing Ding Wentao Tan Biwei Huang Kui Jia Dacheng Tao 87 41 0 22 Aug 2021
Pi-NAS: Improving Neural Architecture Search by Reducing Supernet Training Consistency Shift Jiefeng Peng Jiqi Zhang Changlin Li Guangrun Wang Xiaodan Liang Liang Lin AAML OOD 74 17 0 22 Aug 2021
Unsupervised Local Discrimination for Medical Images Huai Chen Renzhen Wang Xiuying Wang Jieyu Li Qu Fang Hui Li Jianhao Bai Qing Peng Deyu Meng Lisheng Wang SSL 60 7 0 21 Aug 2021
Batch Curation for Unsupervised Contrastive Representation Learning Michael C. Welle Petra Poklukar Danica Kragic SSL 34 1 0 19 Aug 2021
Self-Supervised Video Representation Learning with Meta-Contrastive Network Yuanze Lin Xun Guo Yan Lu SSL 71 41 0 19 Aug 2021
Self-Supervised Visual Representations Learning by Contrastive Mask Prediction Yucheng Zhao Guangting Wang Chong Luo Wenjun Zeng Zhengjun Zha ISeg SSL 89 46 0 18 Aug 2021
RandomRooms: Unsupervised Pre-training from Synthetic Shapes and Randomized Layouts for 3D Object Detection Yongming Rao Benlin Liu Yi Wei Jiwen Lu Cho-Jui Hsieh Jie Zhou 3DPC 112 52 0 17 Aug 2021
MVCNet: Multiview Contrastive Network for Unsupervised Representation Learning for 3D CT Lesions Penghua Zhai Huaiwei Cong Gangming Zhao Chaowei Fang Jinpeng Li Ting Cai Huiguang He 72 10 0 17 Aug 2021
Self-Supervised Pretraining and Controlled Augmentation Improve Rare Wildlife Recognition in UAV Images Xiaochen Zheng B. Kellenberger R. Gong I. Hajnsek D. Tuia 32 13 0 17 Aug 2021
Graph Contrastive Learning for Anomaly Detection Bo Chen Jing Zhang Yanling Wang Yuxiao Dong Jian Song Peng Zhang Kai Xu Evgeny Kharlamov Jie Tang 88 41 0 17 Aug 2021
Investigating a Baseline Of Self Supervised Learning Towards Reducing Labeling Costs For Image Classification Hilal AlQuabeh Ameera Bawazeer Abdulateef Alhashmi SSL 23 3 0 17 Aug 2021
Unsupervised Person Re-identification with Stochastic Training Strategy Tianyang Liu Yutian Lin Bo Du 91 35 0 16 Aug 2021
Collaborative Unsupervised Visual Representation Learning from Decentralized Data Weiming Zhuang Xin Gan Yonggang Wen Shuai Zhang Shuai Yi FedML 116 99 0 14 Aug 2021
Focus on the Positives: Self-Supervised Learning for Biodiversity Monitoring Omiros Pantazis Gabriel J. Brostow Kate E. Jones Oisin Mac Aodha SSL 61 30 0 14 Aug 2021
GeoCLR: Georeference Contrastive Learning for Efficient Seafloor Image Interpretation Takaki Yamada Adam Prugel-Bennett Stefan B. Williams Oscar Pizarro B. Thornton 67 14 0 13 Aug 2021
SimCVD: Simple Contrastive Voxel-Wise Representation Distillation for Semi-Supervised Medical Image Segmentation Chenyu You Yuan Zhou Ruihan Zhao Lawrence H. Staib James S. Duncan 133 234 0 13 Aug 2021
A Systematic Benchmarking Analysis of Transfer Learning for Medical Image Analysis M. Taher F. Haghighi Ruibin Feng Michael B. Gotway Jianming Liang 93 67 0 12 Aug 2021
Distilling Holistic Knowledge with Graph Neural Networks Sheng Zhou Yucheng Wang Defang Chen Jiawei Chen Xin Eric Wang Can Wang Jiajun Bu 78 57 0 12 Aug 2021
Few-Shot Segmentation with Global and Local Contrastive Learning Weide Liu Zhonghua Wu Henghui Ding Fayao Liu Jie Lin Guosheng Lin Wei Zhou 106 24 0 11 Aug 2021
Towards Discriminative Representation Learning for Unsupervised Person Re-identification Takashi Isobe Dong Li Lu Tian Weihua Chen Yi Shan Shengjin Wang OOD 106 62 0 07 Aug 2021
Neighborhood Consensus Contrastive Learning for Backward-Compatible Representation Shengsen Wu Liang Chen Yihang Lou Yan Bai Tao Bai Minghua Deng Ling-yu Duan 69 8 0 07 Aug 2021
Spatiotemporal Contrastive Learning of Facial Expressions in Videos Shuvendu Roy Ali Etemad 108 18 0 06 Aug 2021
Improving Contrastive Learning by Visualizing Feature Transformation Rui Zhu Bingchen Zhao Jingen Liu Zhenglong Sun Chen Chen SSL 167 79 0 06 Aug 2021
Dual-Tuning: Joint Prototype Transfer and Structure Regularization for Compatible Feature Learning Yan Bai J. Jiao Shengsen Wu Yihang Lou Jun Liu Xuetao Feng Ling-yu Duan 79 7 0 06 Aug 2021
Self-Supervised Learning from Unlabeled Fundus Photographs Improves Segmentation of the Retina J. Kukačka Anja Zenz Marcel Kollovieh D. Jüstel V. Ntziachristos 45 2 0 05 Aug 2021
Instance Similarity Learning for Unsupervised Feature Representation Ziwei Wang Yunsong Wang Ziyi Wu Jiwen Lu Jie Zhou GAN 59 8 0 05 Aug 2021
IDM: An Intermediate Domain Module for Domain Adaptive Person Re-ID Yongxing Dai Jun Liu Yifan Sun Zekun Tong Fangqiu Yi Ling-yu Duan 117 116 0 05 Aug 2021
Enhancing Self-supervised Video Representation Learning via Multi-level Feature Optimization Rui Qian Yuxi Li Huabin Liu John See Shuangrui Ding Xian Liu Dian Li Weiyao Lin 82 42 0 04 Aug 2021
Generalized Source-free Domain Adaptation Shiqi Yang Yaxing Wang Joost van de Weijer Luis Herranz Shangling Jui TTA 96 259 0 03 Aug 2021
Object-aware Contrastive Learning for Debiased Scene Representation Sangwoo Mo H. Kang Kihyuk Sohn Chun-Liang Li Jinwoo Shin SSL OCL 170 50 0 30 Jul 2021
Personalized Trajectory Prediction via Distribution Discrimination Guangyi Chen Junlong Li Nuoxing Zhou Liangliang Ren Jiwen Lu 83 55 0 29 Jul 2021
Multimodal Co-learning: Challenges, Applications with Datasets, Recent Advances and Future Directions Anil Rahate Rahee Walambe S. Ramanna K. Kotecha 111 143 0 29 Jul 2021
CCGL: Contrastive Cascade Graph Learning Xovee Xu Fan Zhou Kunpeng Zhang Siyuan Liu SSL 74 41 0 27 Jul 2021
DISP6D: Disentangled Implicit Shape and Pose Learning for Scalable 6D Pose Estimation Yilin Wen Xiangyu Li Hao Pan Lei Yang Zheng Wang Taku Komura Wenping Wang DRL 56 11 0 27 Jul 2021
Improve Unsupervised Pretraining for Few-label Transfer Suichan Li Dongdong Chen Yinpeng Chen Lu Yuan Lei Zhang Qi Chu B. Liu Nenghai Yu SSL 67 20 0 26 Jul 2021
Revisiting Catastrophic Forgetting in Class Incremental Learning Zixuan Ni Haizhou Shi Siliang Tang Longhui Wei Qi Tian Yueting Zhuang CLL 83 8 0 26 Jul 2021
Parametric Contrastive Learning Jiequan Cui Zhisheng Zhong Shu Liu Bei Yu Jiaya Jia 91 281 0 26 Jul 2021
The Impact of Negative Sampling on Contrastive Structured World Models Ondrej Biza Elise van der Pol Thomas Kipf DRL OffRL 70 2 0 24 Jul 2021
Clustering by Maximizing Mutual Information Across Views Kien Do T. Tran Svetha Venkatesh VLM SSL 60 37 0 24 Jul 2021
Trip-ROMA: Self-Supervised Learning with Triplets and Random Mappings Wenbin Li Xuesong Yang Meihao Kong Lei Wang Jing Huo Yang Gao Jiebo Luo 55 0 0 22 Jul 2021
ReSSL: Relational Self-Supervised Learning with Weak Augmentation Mingkai Zheng Shan You Fei Wang Chao Qian Changshui Zhang Xiaogang Wang Chang Xu 83 115 0 20 Jul 2021
Boosting Few-Shot Classification with View-Learnable Contrastive Learning Xu Luo Yuxuan Chen Liangjiang Wen Lili Pan Zenglin Xu VLM SSL 107 25 0 20 Jul 2021
Unsupervised Embedding Learning from Uncertainty Momentum Modeling Jiahuan Zhou Yansong Tang Fuchun Sun Ying Nian Wu 37 1 0 19 Jul 2021
Exploring Set Similarity for Dense Self-supervised Representation Learning Zhaoqing Wang Qiang Li Guoxin Zhang Pengfei Wan Wen Zheng N. Wang Biwei Huang Tongliang Liu SSL 86 44 0 19 Jul 2021
Dynamic Convolution for 3D Point Cloud Instance Segmentation Tong He Chunhua Shen Anton Van Den Hengel 3DPC 94 14 0 18 Jul 2021
Contrastive Predictive Coding for Anomaly Detection Puck de Haan Sindy Löwe UQCV SSL 108 19 0 16 Jul 2021
Detection of Abnormal Behavior with Self-Supervised Gaze Estimation Suneung Kim Seong-Whan Lee 23 2 0 14 Jul 2021
TSCAN : Dialog Structure discovery using SCAN Apurba Nath A. Kubba 64 2 0 13 Jul 2021
Towards Unsupervised Domain Generalization Xingxuan Zhang Linjun Zhou Renzhe Xu Peng Cui Zheyan Shen Haoxin Liu OOD AI4CE 95 51 0 13 Jul 2021
Clustering-Based Representation Learning through Output Translation and Its Application to Remote--Sensing Images Qing Li Bin Li J. Garibaldi Guoping Qiu SSL 61 4 0 13 Jul 2021