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
Momentum^2 Teacher: Momentum Teacher with Momentum Statistics for Self-Supervised Learning Zeming Li Songtao Liu Jian Sun 51 16 0 19 Jan 2021
Unsupervised Noisy Tracklet Person Re-identification Minxian Li Xiatian Zhu S. Gong 21 1 0 16 Jan 2021
Big Self-Supervised Models Advance Medical Image Classification Shekoofeh Azizi Basil Mustafa Fiona Ryan Zach Beaver Jan Freyberg ... Alan Karthikesalingam Simon Kornblith Ting-Li Chen Vivek Natarajan Mohammad Norouzi SSL 48 508 0 13 Jan 2021
Learning to Anticipate Egocentric Actions by Imagination Yu Wu Linchao Zhu Xiaohan Wang Yi Yang Fei Wu EgoV 85 69 0 13 Jan 2021
SEED: Self-supervised Distillation For Visual Representation Zhiyuan Fang Jianfeng Wang Lijuan Wang Lei Zhang Yezhou Yang Zicheng Liu SSL 247 190 0 12 Jan 2021
Cross-Modal Contrastive Learning for Text-to-Image Generation Han Zhang Jing Yu Koh Jason Baldridge Honglak Lee Yinfei Yang GAN 22 355 0 12 Jan 2021
Self-Supervised Pretraining of 3D Features on any Point-Cloud Zaiwei Zhang Rohit Girdhar Armand Joulin Ishan Misra 3DPC 137 267 0 07 Jan 2021
CLEAR: Contrastive Learning for Sentence Representation Zhuofeng Wu Sinong Wang Jiatao Gu Madian Khabsa Fei Sun Hao Ma SSL 33 320 0 31 Dec 2020
COIN: Contrastive Identifier Network for Breast Mass Diagnosis in Mammography Heyi Li Dongdong Chen W. Nailon Mike E. Davies Dave Laurenson 21 1 0 29 Dec 2020
ANL: Anti-Noise Learning for Cross-Domain Person Re-Identification Hongliang Zhang Shoudong Han Xiaofeng Pan Jun Zhao 33 1 0 27 Dec 2020
Spatial Contrastive Learning for Few-Shot Classification Yassine Ouali C´eline Hudelot Myriam Tami 19 49 0 26 Dec 2020
Few Shot Learning With No Labels Aditya Bharti V. Balasubramanian C. V. Jawahar VLM 20 3 0 26 Dec 2020
Dual-Refinement: Joint Label and Feature Refinement for Unsupervised Domain Adaptive Person Re-Identification Yongxing Dai Jun Liu Yan Bai Zekun Tong Ling-yu Duan 26 77 0 26 Dec 2020
Self-supervised Pre-training with Hard Examples Improves Visual Representations Chunyuan Li Xiujun Li Lei Zhang Baolin Peng Mingyuan Zhou Jianfeng Gao SSL 25 24 0 25 Dec 2020
P4Contrast: Contrastive Learning with Pairs of Point-Pixel Pairs for RGB-D Scene Understanding Yunze Liu Li Yi Shanghang Zhang Qingnan Fan Thomas Funkhouser Hao Dong SSL 39 58 0 24 Dec 2020
Social NCE: Contrastive Learning of Socially-aware Motion Representations Yuejiang Liu Qi Yan Alexandre Alahi 34 101 0 21 Dec 2020
Camera-aware Proxies for Unsupervised Person Re-Identification Menglin Wang Baisheng Lai Jianqiang Huang Xiaojin Gong Xiansheng Hua 26 201 0 19 Dec 2020
Leveraging Meta-path Contexts for Classification in Heterogeneous Information Networks Xiang Li Danhao Ding B. Kao Yizhou Sun N. Mamoulis 39 46 0 18 Dec 2020
Unsupervised Learning of Local Discriminative Representation for Medical Images Huai Chen Jieyu Li Renzhen Wang Yijie Huang Fanrui Meng Deyu Meng Qing Peng Lisheng Wang SSL 19 8 0 17 Dec 2020
ISD: Self-Supervised Learning by Iterative Similarity Distillation Ajinkya Tejankar Soroush Abbasi Koohpayegani Vipin Pillai Paolo Favaro Hamed Pirsiavash SSL 27 44 0 16 Dec 2020
Exploring Data-Efficient 3D Scene Understanding with Contrastive Scene Contexts Ji Hou Benjamin Graham Matthias Nießner Saining Xie 3DPC 56 262 0 16 Dec 2020
Joint Generative and Contrastive Learning for Unsupervised Person Re-identification Hao Chen Yaohui Wang Benoit Lagadec A. Dantcheva F. Brémond GAN SSL 25 138 0 16 Dec 2020
Understanding the Behaviour of Contrastive Loss Feng Wang Huaping Liu SSL 61 670 0 15 Dec 2020
Scaling Semantic Segmentation Beyond 1K Classes on a Single GPU Shipra Jain D. Pani Martin Danelljan Luc Van Gool VLM 26 12 0 14 Dec 2020
Learning Category-level Shape Saliency via Deep Implicit Surface Networks Chaozheng Wu Lin Sun Xun Xu Kui Jia 3DPC 26 0 0 14 Dec 2020
Contrastive Learning for Label-Efficient Semantic Segmentation Xiangyu Zhao Raviteja Vemulapalli Philip Mansfield Boqing Gong Bradley Green Lior Shapira Ying Nian Wu SSL SSeg 36 174 0 13 Dec 2020
The Lottery Tickets Hypothesis for Supervised and Self-supervised Pre-training in Computer Vision Models Tianlong Chen Jonathan Frankle Shiyu Chang Sijia Liu Yang Zhang Michael Carbin Zhangyang Wang 27 123 0 12 Dec 2020
A Comprehensive Study of Deep Video Action Recognition Yi Zhu Xinyu Li Chunhui Liu Mohammadreza Zolfaghari Yuanjun Xiong Chongruo Wu Zhi-Li Zhang Joseph Tighe R. Manmatha Mu Li VLM AI4TS 38 185 0 11 Dec 2020
Context Matters: Graph-based Self-supervised Representation Learning for Medical Images Li Sun Ke Yu Kayhan Batmanghelich SSL 32 23 0 11 Dec 2020
Are Fewer Labels Possible for Few-shot Learning? Suichan Li Dongdong Chen Yinpeng Chen Lu Yuan Lefei Zhang Qi Chu Nenghai Yu SSL 29 3 0 10 Dec 2020
CASTing Your Model: Learning to Localize Improves Self-Supervised Representations Ramprasaath R. Selvaraju Karan Desai Justin Johnson Nikhil Naik SSL 36 79 0 08 Dec 2020
Unsupervised Pre-training for Person Re-identification Dengpan Fu Dongdong Chen Jianmin Bao Hao Yang Lu Yuan Lei Zhang Houqiang Li Dong Chen 34 134 0 07 Dec 2020
Self-Supervised Visual Representation Learning from Hierarchical Grouping Xiao Zhang Michael Maire SSL 21 74 0 05 Dec 2020
Seed the Views: Hierarchical Semantic Alignment for Contrastive Representation Learning Haohang Xu Xiaopeng Zhang Hao Li Lingxi Xie H. Xiong Qi Tian SSL 16 12 0 04 Dec 2020
Super-Selfish: Self-Supervised Learning on Images with PyTorch Nicolas Wagner Anirban Mukhopadhyay SSL 40 0 0 04 Dec 2020
Effective Label Propagation for Discriminative Semi-Supervised Domain Adaptation Zhiyong Huang Kekai Sheng Weiming Dong Xing Mei Chongyang Ma Feiyue Huang D. Zhou Changsheng Xu 23 7 0 04 Dec 2020
SAM: Self-supervised Learning of Pixel-wise Anatomical Embeddings in Radiological Images K. Yan Jinzheng Cai D. Jin S. Miao Dazhou Guo Adam P. Harrison Youbao Tang Jing Xiao Jingjing Lu Le Lu MedIm 24 82 0 04 Dec 2020
Multi-Label Contrastive Learning for Abstract Visual Reasoning Mikolaj Malkiñski Jacek Mańdziuk 8 40 0 03 Dec 2020
Towards Good Practices in Self-supervised Representation Learning Srikar Appalaraju Yi Zhu Yusheng Xie István Fehérvári SSL 20 21 0 01 Dec 2020
MaX-DeepLab: End-to-End Panoptic Segmentation with Mask Transformers Huiyu Wang Yukun Zhu Hartwig Adam Alan Yuille Liang-Chieh Chen ViT 55 527 0 01 Dec 2020
Multi-level Knowledge Distillation via Knowledge Alignment and Correlation Fei Ding Yin Yang Hongxin Hu Venkat Krovi Feng Luo 22 4 0 01 Dec 2020
Revisiting Unsupervised Meta-Learning via the Characteristics of Few-Shot Tasks Han-Jia Ye Lu Han De-Chuan Zhan OffRL SSL VLM 27 27 0 30 Nov 2020
Self supervised contrastive learning for digital histopathology Ozan Ciga Tony Xu Anne L. Martel SSL 114 307 0 27 Nov 2020
Self-EMD: Self-Supervised Object Detection without ImageNet Songtao Liu Zeming Li Jian Sun SSL ObjD 34 92 0 27 Nov 2020
Generalization in Reinforcement Learning by Soft Data Augmentation Nicklas Hansen Xiaolong Wang OffRL 17 168 0 26 Nov 2020
How Well Do Self-Supervised Models Transfer? Linus Ericsson Henry Gouk Timothy M. Hospedales SSL 35 274 0 26 Nov 2020
A Unified Mixture-View Framework for Unsupervised Representation Learning Xiangxiang Chu Xiaohang Zhan Bo Zhang SSL 17 1 0 26 Nov 2020
Can Temporal Information Help with Contrastive Self-Supervised Learning? Yutong Bai Haoqi Fan Ishan Misra Ganesh Venkatesh Yongyi Lu Yuyin Zhou Qihang Yu Vikas Chandra Alan Yuille 24 40 0 25 Nov 2020
Unsupervised Object Detection with LiDAR Clues Haofei Tian Yuntao Chen Jifeng Dai Zhaoxiang Zhang Xizhou Zhu 3DPC 33 28 0 25 Nov 2020
StackMix: A complementary Mix algorithm John Chen Samarth Sinha Anastasios Kyrillidis 20 3 0 25 Nov 2020