Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination

5 May 2018

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

50 / 1,921 papers shown

Title
Towards Discriminative Representation Learning for Unsupervised Person Re-identification Takashi Isobe Dong Li Lu Tian Weihua Chen Yi Shan Shengjin Wang OOD 36 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 26 8 0 07 Aug 2021
Spatiotemporal Contrastive Learning of Facial Expressions in Videos Shuvendu Roy Ali Etemad 49 17 0 06 Aug 2021
Improving Contrastive Learning by Visualizing Feature Transformation Rui Zhu Bingchen Zhao Jingen Liu Zhenglong Sun Chen Chen SSL 101 78 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 34 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 17 2 0 05 Aug 2021
Instance Similarity Learning for Unsupervised Feature Representation Ziwei Wang Yunsong Wang Ziyi Wu Jiwen Lu Jie Zhou GAN 33 8 0 05 Aug 2021
IDM: An Intermediate Domain Module for Domain Adaptive Person Re-ID Yongxing Dai Jun Liu Yifan Sun Zekun Tong Chi Zhang Ling-yu Duan 41 116 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 35 42 0 04 Aug 2021
Generalized Source-free Domain Adaptation Shiqi Yang Yaxing Wang Joost van de Weijer Luis Herranz Shangling Jui TTA 38 252 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 30 49 0 30 Jul 2021
Personalized Trajectory Prediction via Distribution Discrimination Guangyi Chen Junlong Li Nuoxing Zhou Liangliang Ren Jiwen Lu 27 53 0 29 Jul 2021
Multimodal Co-learning: Challenges, Applications with Datasets, Recent Advances and Future Directions Anil Rahate Rahee Walambe S. Ramanna K. Kotecha 27 135 0 29 Jul 2021
CCGL: Contrastive Cascade Graph Learning Xovee Xu Fan Zhou Kunpeng Zhang Siyuan Liu SSL 9 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 16 10 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 18 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 14 8 0 26 Jul 2021
Parametric Contrastive Learning Jiequan Cui Zhisheng Zhong Shu Liu Bei Yu Jiaya Jia 41 270 0 26 Jul 2021
The Impact of Negative Sampling on Contrastive Structured World Models Ondrej Biza Elise van der Pol Thomas Kipf DRL OffRL 13 2 0 24 Jul 2021
Clustering by Maximizing Mutual Information Across Views Kien Do T. Tran Svetha Venkatesh VLM SSL 16 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 24 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 23 113 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 18 25 0 20 Jul 2021
Unsupervised Embedding Learning from Uncertainty Momentum Modeling Jiahuan Zhou Yansong Tang Fuchun Sun Ying Nian Wu 27 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 33 44 0 19 Jul 2021
Dynamic Convolution for 3D Point Cloud Instance Segmentation Tong He Chunhua Shen Anton Van Den Hengel 3DPC 27 13 0 18 Jul 2021
Contrastive Predictive Coding for Anomaly Detection Puck de Haan Sindy Löwe UQCV SSL 42 19 0 16 Jul 2021
Detection of Abnormal Behavior with Self-Supervised Gaze Estimation Suneung Kim Seong-Whan Lee 16 2 0 14 Jul 2021
TSCAN : Dialog Structure discovery using SCAN Apurba Nath A. Kubba 41 2 0 13 Jul 2021
Towards Unsupervised Domain Generalization Xingxuan Zhang Linjun Zhou Renzhe Xu Peng Cui Zheyan Shen Haoxin Liu OOD AI4CE 28 49 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 32 4 0 13 Jul 2021
Anatomy-Constrained Contrastive Learning for Synthetic Segmentation without Ground-truth Bo Zhou Chi Liu James S. Duncan MedIm 61 18 0 12 Jul 2021
Contrast R-CNN for Continual Learning in Object Detection Kai Zheng Cen Chen CLL ObjD 44 1 0 11 Jul 2021
Categorical Relation-Preserving Contrastive Knowledge Distillation for Medical Image Classification Xiaohan Xing Yuenan Hou Han Li Yixuan Yuan Hongsheng Li Max Meng VLM 39 37 0 07 Jul 2021
SelfCF: A Simple Framework for Self-supervised Collaborative Filtering Xin Zhou Aixin Sun Yong Liu Jie Zhang Chunyan Miao SSL 36 77 0 07 Jul 2021
Neural Mixture Models with Expectation-Maximization for End-to-end Deep Clustering Dumindu Tissera Kasun Vithanage Rukshan Wijesinghe A. Xavier Sanath Jayasena Subha Fernando Ranga Rodrigo FedML 19 4 0 06 Jul 2021
Improving Text-to-Image Synthesis Using Contrastive Learning Hui Ye Xiulong Yang Martin Takáč Rajshekhar Sunderraman Shihao Ji 24 83 0 06 Jul 2021
Semi-TCL: Semi-Supervised Track Contrastive Representation Learning Wei Li Yuanjun Xiong Shuo Yang Mingze Xu Yongxin Wang Wei Xia 23 48 0 06 Jul 2021
Do Different Tracking Tasks Require Different Appearance Models? Zhongdao Wang Hengshuang Zhao Yali Li Shengjin Wang Philip Torr Luca Bertinetto 42 82 0 05 Jul 2021
Distance-based Hyperspherical Classification for Multi-source Open-Set Domain Adaptation S. Bucci Francesco Cappio Borlino Barbara Caputo Tatiana Tommasi VLM 35 14 0 05 Jul 2021
Continual Contrastive Learning for Image Classification Zhiwei Lin Yongtao Wang Hongxiang Lin SSL CLL 24 14 0 05 Jul 2021
Inter-intra Variant Dual Representations forSelf-supervised Video Recognition Lin Zhang Qi She Zhengyang Shen Changhu Wang SSL 30 9 0 02 Jul 2021
Simpler, Faster, Stronger: Breaking The log-K Curse On Contrastive Learners With FlatNCE Junya Chen Zhe Gan Xuan Li Qing Guo Liqun Chen ... Belinda Zeng Wenlian Lu Fan Li Lawrence Carin Chenyang Tao 43 28 0 02 Jul 2021
Tight Mutual Information Estimation With Contrastive Fenchel-Legendre Optimization Qing Guo Junya Chen Dong Wang Yuewei Yang Xinwei Deng Lawrence Carin Fan Li Jing-Zheng Huang Chenyang Tao 31 19 0 02 Jul 2021
Magnification-independent Histopathological Image Classification with Similarity-based Multi-scale Embeddings Yibao Sun Xingru Huang Yaqi Wang Huiyu Zhou Qianni Zhang 22 4 0 02 Jul 2021
Stabilizing Deep Q-Learning with ConvNets and Vision Transformers under Data Augmentation Nicklas Hansen H. Su Xiaolong Wang OffRL 44 135 0 01 Jul 2021
Few-Shot Electronic Health Record Coding through Graph Contrastive Learning Shanshan Wang Pengjie Ren Zhumin Chen Zhaochun Ren Huasheng Liang Qiang Yan Evangelos Kanoulas Maarten de Rijke 16 5 0 29 Jun 2021
A Theory-Driven Self-Labeling Refinement Method for Contrastive Representation Learning Pan Zhou Caiming Xiong Xiaotong Yuan Guosheng Lin SSL 22 12 0 28 Jun 2021
SRPN: similarity-based region proposal networks for nuclei and cells detection in histology images Yibao Sun Xingru Huang Huiyu Zhou Qianni Zhang 33 31 0 25 Jun 2021
Unsupervised Object-Level Representation Learning from Scene Images Jiahao Xie Xiaohang Zhan Ziwei Liu Yew-Soon Ong Chen Change Loy SSL OCL 38 73 0 22 Jun 2021