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Unsupervised Feature Learning via Non-Parametric Instance-level
  Discrimination

Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination

5 May 2018
Zhirong Wu
Yuanjun Xiong
Stella X. Yu
Dahua Lin
    SSL
ArXiv (abs)PDFHTML

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

50 / 1,940 papers shown
Title
Understanding Deep Contrastive Learning via Coordinate-wise Optimization
Understanding Deep Contrastive Learning via Coordinate-wise Optimization
Yuandong Tian
172
35
0
29 Jan 2022
Investigating Why Contrastive Learning Benefits Robustness Against Label
  Noise
Investigating Why Contrastive Learning Benefits Robustness Against Label Noise
Yihao Xue
Kyle Whitecross
Baharan Mirzasoleiman
SSLNoLa
105
54
0
29 Jan 2022
PCL: Peer-Contrastive Learning with Diverse Augmentations for
  Unsupervised Sentence Embeddings
PCL: Peer-Contrastive Learning with Diverse Augmentations for Unsupervised Sentence Embeddings
Qiyu Wu
Chongyang Tao
Tao Shen
Can Xu
Xiubo Geng
Daxin Jiang
SSL
63
37
0
28 Jan 2022
Hybrid Contrastive Learning with Cluster Ensemble for Unsupervised
  Person Re-identification
Hybrid Contrastive Learning with Cluster Ensemble for Unsupervised Person Re-identification
He Sun
Mingkun Li
Chun-Guang Li
62
12
0
28 Jan 2022
Contrastive Embedding Distribution Refinement and Entropy-Aware
  Attention for 3D Point Cloud Classification
Contrastive Embedding Distribution Refinement and Entropy-Aware Attention for 3D Point Cloud Classification
Feng Yang
Yichao Cao
Qifan Xue
Shuai Jin
Xuanpeng Li
Weigong Zhang
3DPC
47
4
0
27 Jan 2022
Dissecting the impact of different loss functions with gradient surgery
Dissecting the impact of different loss functions with gradient surgery
Hong Xuan
Robert Pless
30
1
0
27 Jan 2022
Training Vision Transformers with Only 2040 Images
Training Vision Transformers with Only 2040 Images
Yunhao Cao
Hao Yu
Jianxin Wu
ViT
176
44
0
26 Jan 2022
Feature Diversity Learning with Sample Dropout for Unsupervised Domain
  Adaptive Person Re-identification
Feature Diversity Learning with Sample Dropout for Unsupervised Domain Adaptive Person Re-identification
Chunren Tang
Dingyu Xue
Dongyue Chen
86
2
0
25 Jan 2022
SPIRAL: Self-supervised Perturbation-Invariant Representation Learning
  for Speech Pre-Training
SPIRAL: Self-supervised Perturbation-Invariant Representation Learning for Speech Pre-Training
Wenyong Huang
Zhenhe Zhang
Y. Yeung
Xin Jiang
Qun Liu
111
23
0
25 Jan 2022
Bi-CLKT: Bi-Graph Contrastive Learning based Knowledge Tracing
Bi-CLKT: Bi-Graph Contrastive Learning based Knowledge Tracing
Xiangyu Song
Jianxin Li
Qiuyu Lei
Wei Zhao
Yunliang Chen
Ajmal Mian
AI4Ed
75
185
0
22 Jan 2022
Fair Node Representation Learning via Adaptive Data Augmentation
Fair Node Representation Learning via Adaptive Data Augmentation
Öykü Deniz Köse
Yanning Shen
45
31
0
21 Jan 2022
Self-supervised Video Representation Learning with Cascade Positive
  Retrieval
Self-supervised Video Representation Learning with Cascade Positive Retrieval
Cheng-En Wu
Farley Lai
Yujie Hu
Asim Kadav
SSLAI4TS
78
3
0
20 Jan 2022
Can't Steal? Cont-Steal! Contrastive Stealing Attacks Against Image
  Encoders
Can't Steal? Cont-Steal! Contrastive Stealing Attacks Against Image Encoders
Zeyang Sha
Xinlei He
Ning Yu
Michael Backes
Yang Zhang
138
35
0
19 Jan 2022
Lung Swapping Autoencoder: Learning a Disentangled Structure-texture
  Representation of Chest Radiographs
Lung Swapping Autoencoder: Learning a Disentangled Structure-texture Representation of Chest Radiographs
Lei Zhou
Joseph Bae
Huidong Liu
Gagandeep Singh
Jeremy Green
Amit Gupta
Dimitris Samaras
Prateek Prasanna
OODMedIm
66
6
0
18 Jan 2022
Leveraging Real Talking Faces via Self-Supervision for Robust Forgery
  Detection
Leveraging Real Talking Faces via Self-Supervision for Robust Forgery Detection
A. Haliassos
Rodrigo Mira
Stavros Petridis
Maja Pantic
CVBM
121
133
0
18 Jan 2022
Knowledge Sharing via Domain Adaptation in Customs Fraud Detection
Knowledge Sharing via Domain Adaptation in Customs Fraud Detection
Sungwon Park
Sundong Kim
M. Cha
71
9
0
18 Jan 2022
Video Transformers: A Survey
Video Transformers: A Survey
Javier Selva
A. S. Johansen
Sergio Escalera
Kamal Nasrollahi
T. Moeslund
Albert Clapés
ViT
141
107
0
16 Jan 2022
Transferability in Deep Learning: A Survey
Transferability in Deep Learning: A Survey
Junguang Jiang
Yang Shu
Jianmin Wang
Mingsheng Long
OOD
93
105
0
15 Jan 2022
Offline-Online Associated Camera-Aware Proxies for Unsupervised Person
  Re-identification
Offline-Online Associated Camera-Aware Proxies for Unsupervised Person Re-identification
Menglin Wang
Jiachen Li
Baisheng Lai
Xiaojin Gong
Xiansheng Hua
90
23
0
15 Jan 2022
Eliciting Knowledge from Pretrained Language Models for Prototypical
  Prompt Verbalizer
Eliciting Knowledge from Pretrained Language Models for Prototypical Prompt Verbalizer
Yinyi Wei
Tong Mo
Yong Jiang
Weiping Li
Wen Zhao
VLM
126
15
0
14 Jan 2022
Motion-Focused Contrastive Learning of Video Representations
Motion-Focused Contrastive Learning of Video Representations
Rui Li
Yiheng Zhang
Zhaofan Qiu
Ting Yao
Dong Liu
Tao Mei
SSL
90
35
0
11 Jan 2022
Unsupervised Domain Adaptive Person Re-id with Local-enhance and
  Prototype Dictionary Learning
Unsupervised Domain Adaptive Person Re-id with Local-enhance and Prototype Dictionary Learning
Haopeng Hou
72
2
0
11 Jan 2022
Efficient Non-Local Contrastive Attention for Image Super-Resolution
Efficient Non-Local Contrastive Attention for Image Super-Resolution
Bin Xia
Yucheng Hang
Yapeng Tian
Wenming Yang
Q. Liao
Jie Zhou
SupR
89
80
0
11 Jan 2022
Supervised Contrastive Learning for Recommendation
Supervised Contrastive Learning for Recommendation
Chun Yang
69
40
0
10 Jan 2022
Contrastive Neighborhood Alignment
Contrastive Neighborhood Alignment
Pengkai Zhu
Zhaowei Cai
Yuanjun Xiong
Zhuowen Tu
Luis Goncalves
Vijay Mahadevan
Stefano Soatto
49
3
0
06 Jan 2022
3D Intracranial Aneurysm Classification and Segmentation via
  Unsupervised Dual-branch Learning
3D Intracranial Aneurysm Classification and Segmentation via Unsupervised Dual-branch Learning
Di Shao
Xuequan Lu
Xiao Liu
3DPC
65
18
0
06 Jan 2022
Self-Supervised Approach to Addressing Zero-Shot Learning Problem
Self-Supervised Approach to Addressing Zero-Shot Learning Problem
Ademola Okerinde
Sam Hoggatt
Divya Vani Lakkireddy
Nolan Brubaker
William H. Hsu
L. Shamir
Brian Spiesman
SSLVLM
36
2
0
05 Jan 2022
Self-supervised Learning from 100 Million Medical Images
Self-supervised Learning from 100 Million Medical Images
Florin-Cristian Ghesu
Bogdan Georgescu
Awais Mansoor
Y. Yoo
Dominik Neumann
...
R. Vishwanath
J. Balter
Yue Cao
Sasa Grbic
Dorin Comaniciu
SSL
109
51
0
04 Jan 2022
Sound and Visual Representation Learning with Multiple Pretraining Tasks
Sound and Visual Representation Learning with Multiple Pretraining Tasks
A. Vasudevan
Dengxin Dai
Luc Van Gool
SSL
80
6
0
04 Jan 2022
Implicit Autoencoder for Point-Cloud Self-Supervised Representation
  Learning
Implicit Autoencoder for Point-Cloud Self-Supervised Representation Learning
Siming Yan
Zhenpei Yang
Haoxiang Li
Chen Song
Li Guan
Hao Kang
G. Hua
Qi-Xing Huang
3DPC
146
63
0
03 Jan 2022
Representation Learning via Consistent Assignment of Views to Clusters
Representation Learning via Consistent Assignment of Views to Clusters
T. Silva
Adín Ramirez Rivera
SSL
52
10
0
31 Dec 2021
Radiology Report Generation with a Learned Knowledge Base and
  Multi-modal Alignment
Radiology Report Generation with a Learned Knowledge Base and Multi-modal Alignment
Shuxin Yang
Xian Wu
Shen Ge
S.Kevin Zhou
Li Xiao
MedIm
70
97
0
30 Dec 2021
Unsupervised Clustering Active Learning for Person Re-identification
Unsupervised Clustering Active Learning for Person Re-identification
W. Gao
Minxian Li
HAI
56
2
0
26 Dec 2021
Improved skin lesion recognition by a Self-Supervised Curricular Deep
  Learning approach
Improved skin lesion recognition by a Self-Supervised Curricular Deep Learning approach
Kirill Sirotkin
Marcos Escudero-Viñolo
Pablo Carballeira
Juan C. Sanmiguel
SSL
60
7
0
22 Dec 2021
Barely-Supervised Learning: Semi-Supervised Learning with very few
  labeled images
Barely-Supervised Learning: Semi-Supervised Learning with very few labeled images
Thomas Lucas
Philippe Weinzaepfel
Grégory Rogez
SSL
76
31
0
22 Dec 2021
Max-Margin Contrastive Learning
Max-Margin Contrastive Learning
Anshul B. Shah
S. Sra
Ramalingam Chellappa
A. Cherian
SSL
84
46
0
21 Dec 2021
Are Large-scale Datasets Necessary for Self-Supervised Pre-training?
Are Large-scale Datasets Necessary for Self-Supervised Pre-training?
Alaaeldin El-Nouby
Gautier Izacard
Hugo Touvron
Ivan Laptev
Hervé Jégou
Edouard Grave
SSL
106
152
0
20 Dec 2021
Article Reranking by Memory-Enhanced Key Sentence Matching for Detecting
  Previously Fact-Checked Claims
Article Reranking by Memory-Enhanced Key Sentence Matching for Detecting Previously Fact-Checked Claims
Qiang Sheng
Juan Cao
Xueyao Zhang
Xirong Li
L. Zhong
KELM
75
28
0
20 Dec 2021
Contrastive Attention Network with Dense Field Estimation for Face
  Completion
Contrastive Attention Network with Dense Field Estimation for Face Completion
Xin Ma
Xiaoqiang Zhou
Huaibo Huang
Gengyun Jia
Z. Chai
Xiaolin K. Wei
3DHCVBM
68
17
0
20 Dec 2021
Local contrastive loss with pseudo-label based self-training for
  semi-supervised medical image segmentation
Local contrastive loss with pseudo-label based self-training for semi-supervised medical image segmentation
K. Chaitanya
Ertunc Erdil
Neerav Karani
E. Konukoglu
SSL
83
134
0
17 Dec 2021
Semantic-Based Few-Shot Learning by Interactive Psychometric Testing
Semantic-Based Few-Shot Learning by Interactive Psychometric Testing
Lu Yin
Vlado Menkovski
Yulong Pei
Mykola Pechenizkiy
71
1
0
16 Dec 2021
High Fidelity Visualization of What Your Self-Supervised Representation
  Knows About
High Fidelity Visualization of What Your Self-Supervised Representation Knows About
Florian Bordes
Randall Balestriero
Pascal Vincent
DiffM
109
65
0
16 Dec 2021
Masked Feature Prediction for Self-Supervised Visual Pre-Training
Masked Feature Prediction for Self-Supervised Visual Pre-Training
Chen Wei
Haoqi Fan
Saining Xie
Chaoxia Wu
Alan Yuille
Christoph Feichtenhofer
ViT
200
677
0
16 Dec 2021
Unsupervised Dense Information Retrieval with Contrastive Learning
Unsupervised Dense Information Retrieval with Contrastive Learning
Gautier Izacard
Mathilde Caron
Lucas Hosseini
Sebastian Riedel
Piotr Bojanowski
Armand Joulin
Edouard Grave
RALM
277
930
0
16 Dec 2021
Contrastive Spatio-Temporal Pretext Learning for Self-supervised Video
  Representation
Contrastive Spatio-Temporal Pretext Learning for Self-supervised Video Representation
Yujia Zhang
L. Po
Xuyuan Xu
Mengyang Liu
Yexin Wang
Weifeng Ou
Yuzhi Zhao
Weikang Yu
SSLAI4TS
74
17
0
16 Dec 2021
Rethinking Nearest Neighbors for Visual Classification
Rethinking Nearest Neighbors for Visual Classification
Menglin Jia
Bor-Chun Chen
Zuxuan Wu
Claire Cardie
Serge Belongie
Ser-Nam Lim
SSL
92
10
0
15 Dec 2021
Knowledge-Rich Self-Supervision for Biomedical Entity Linking
Knowledge-Rich Self-Supervision for Biomedical Entity Linking
Sheng Zhang
Hao Cheng
Shikhar Vashishth
Cliff Wong
Jinfeng Xiao
Xiaodong Liu
Tristan Naumann
Jianfeng Gao
Hoifung Poon
86
42
0
15 Dec 2021
A Style and Semantic Memory Mechanism for Domain Generalization
A Style and Semantic Memory Mechanism for Domain Generalization
Yang Chen
Yu Wang
Yingwei Pan
Ting Yao
Xinmei Tian
Tao Mei
65
42
0
14 Dec 2021
CoCo-BERT: Improving Video-Language Pre-training with Contrastive
  Cross-modal Matching and Denoising
CoCo-BERT: Improving Video-Language Pre-training with Contrastive Cross-modal Matching and Denoising
Jianjie Luo
Yehao Li
Yingwei Pan
Ting Yao
Hongyang Chao
Tao Mei
VLM
74
42
0
14 Dec 2021
DeepDiffusion: Unsupervised Learning of Retrieval-adapted
  Representations via Diffusion-based Ranking on Latent Feature Manifold
DeepDiffusion: Unsupervised Learning of Retrieval-adapted Representations via Diffusion-based Ranking on Latent Feature Manifold
T. Furuya
Ryutarou Ohbuchi
DiffM
76
1
0
14 Dec 2021
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