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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 / 2,003 papers shown
Non-Linguistic Supervision for Contrastive Learning of Sentence
  Embeddings
Non-Linguistic Supervision for Contrastive Learning of Sentence EmbeddingsNeural Information Processing Systems (NeurIPS), 2022
Yiren Jian
Chongyang Gao
Soroush Vosoughi
SSL
253
16
0
20 Sep 2022
A Simple and Powerful Global Optimization for Unsupervised Video Object
  Segmentation
A Simple and Powerful Global Optimization for Unsupervised Video Object SegmentationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Georgy Ponimatkin
Nermin Samet
Yanghua Xiao
Yuming Du
Renaud Marlet
Vincent Lepetit
VOS
227
23
0
19 Sep 2022
The Geometry of Self-supervised Learning Models and its Impact on
  Transfer Learning
The Geometry of Self-supervised Learning Models and its Impact on Transfer Learning
Romain Cosentino
Sarath Shekkizhar
Mahdi Soltanolkotabi
A. Avestimehr
Antonio Ortega
SSL
193
10
0
18 Sep 2022
Few-Shot Classification with Contrastive Learning
Few-Shot Classification with Contrastive LearningEuropean Conference on Computer Vision (ECCV), 2022
Zhanyuan Yang
Jinghua Wang
Ying J. Zhu
OODDMQ
285
72
0
17 Sep 2022
MetaMask: Revisiting Dimensional Confounder for Self-Supervised Learning
MetaMask: Revisiting Dimensional Confounder for Self-Supervised LearningNeural Information Processing Systems (NeurIPS), 2022
Jiangmeng Li
Jingyao Wang
Yanan Zhang
Wenyi Mo
Changwen Zheng
Fuchun Sun
Hui Xiong
SSL
398
19
0
16 Sep 2022
Modeling Multiple Views via Implicitly Preserving Global Consistency and
  Local Complementarity
Modeling Multiple Views via Implicitly Preserving Global Consistency and Local ComplementarityIEEE Transactions on Knowledge and Data Engineering (TKDE), 2022
Jiangmeng Li
Jingyao Wang
Changwen Zheng
Fuchun Sun
Farid Razzak
Ji-Rong Wen
Hui Xiong
239
13
0
16 Sep 2022
Spatial-then-Temporal Self-Supervised Learning for Video Correspondence
Spatial-then-Temporal Self-Supervised Learning for Video CorrespondenceComputer Vision and Pattern Recognition (CVPR), 2022
Rui Li
Dong Liu
594
20
0
16 Sep 2022
Graph Contrastive Learning with Cross-view Reconstruction
Graph Contrastive Learning with Cross-view Reconstruction
Qianlong Wen
Z. Ouyang
Chunhui Zhang
Yiyue Qian
Yanfang Ye
Chuxu Zhang
SSL
323
6
0
16 Sep 2022
Visual Recognition with Deep Nearest Centroids
Visual Recognition with Deep Nearest CentroidsInternational Conference on Learning Representations (ICLR), 2022
Wenguan Wang
Cheng Han
Tianfei Zhou
Dongfang Liu
523
179
0
15 Sep 2022
FreeGaze: Resource-efficient Gaze Estimation via Frequency Domain
  Contrastive Learning
FreeGaze: Resource-efficient Gaze Estimation via Frequency Domain Contrastive LearningEuropean Conference/Workshop on Wireless Sensor Networks (EWSN), 2022
Li-Huan Du
Guohao Lan
184
5
0
14 Sep 2022
Improving Self-Supervised Learning by Characterizing Idealized
  Representations
Improving Self-Supervised Learning by Characterizing Idealized RepresentationsNeural Information Processing Systems (NeurIPS), 2022
Yann Dubois
Tatsunori Hashimoto
Stefano Ermon
Abigail Z. Jacobs
SSL
314
46
0
13 Sep 2022
Robust Category-Level 6D Pose Estimation with Coarse-to-Fine Rendering
  of Neural Features
Robust Category-Level 6D Pose Estimation with Coarse-to-Fine Rendering of Neural FeaturesEuropean Conference on Computer Vision (ECCV), 2022
Wufei Ma
Angtian Wang
Alan Yuille
Adam Kortylewski
3DH3DV
208
31
0
12 Sep 2022
A Molecular Multimodal Foundation Model Associating Molecule Graphs with
  Natural Language
A Molecular Multimodal Foundation Model Associating Molecule Graphs with Natural Language
Fuchun Sun
Dazhao Du
Zhao-Qing Yang
Yujie Zhou
Jiangmeng Li
Anyi Rao
Haoran Sun
Zhiwu Lu
Ji-Rong Wen
310
155
0
12 Sep 2022
Information Maximization for Extreme Pose Face Recognition
Information Maximization for Extreme Pose Face Recognition
Mohammad Saeed Ebrahimi Saadabadi
Sahar Rahimi Malakshan
Sobhan Soleymani
Moktari Mostofa
Nasser M. Nasrabadi
CVBM
144
5
0
07 Sep 2022
Measuring the Interpretability of Unsupervised Representations via
  Quantized Reverse Probing
Measuring the Interpretability of Unsupervised Representations via Quantized Reverse ProbingInternational Conference on Learning Representations (ICLR), 2022
Iro Laina
Yuki M. Asano
Andrea Vedaldi
SSL
174
9
0
07 Sep 2022
MimCo: Masked Image Modeling Pre-training with Contrastive Teacher
MimCo: Masked Image Modeling Pre-training with Contrastive TeacherACM Multimedia (ACM MM), 2022
Qiang-feng Zhou
Chaohui Yu
Haowen Luo
Zhibin Wang
Hao Li
VLM
308
28
0
07 Sep 2022
SimCLF: A Simple Contrastive Learning Framework for Function-level
  Binary Embeddings
SimCLF: A Simple Contrastive Learning Framework for Function-level Binary Embeddings
Ruijin Sun
Guo Shize
Jinhong Guo
Li Wei
Zhan Dazhi
Sun Meng
Zhisong Pan
181
0
0
06 Sep 2022
Multimodal contrastive learning for remote sensing tasks
Multimodal contrastive learning for remote sensing tasks
Umang Jain
Alex Wilson
Varun Gulshan
SSL
279
29
0
06 Sep 2022
Design of the topology for contrastive visual-textual alignment
Design of the topology for contrastive visual-textual alignment
Zhun Sun
376
2
0
05 Sep 2022
Single-source Domain Expansion Network for Cross-Scene Hyperspectral
  Image Classification
Single-source Domain Expansion Network for Cross-Scene Hyperspectral Image ClassificationIEEE Transactions on Image Processing (IEEE TIP), 2022
Yuxiang Zhang
Wei Li
Weidong Sun
Ran Tao
Qian Du
249
267
0
04 Sep 2022
Feature diversity in self-supervised learning
Feature diversity in self-supervised learning
Pranshu Malviya
Arjun Vaithilingam Sudhakar
SSLLRM
167
3
0
02 Sep 2022
IMG2IMU: Translating Knowledge from Large-Scale Images to IMU Sensing
  Applications
IMG2IMU: Translating Knowledge from Large-Scale Images to IMU Sensing Applications
Hyungjun Yoon
Hyeong-Tae Cha
Hoang C. Nguyen
Taesik Gong
Sungyeop Lee
VLMSSL
348
4
0
02 Sep 2022
Hierarchical Relational Learning for Few-Shot Knowledge Graph Completion
Hierarchical Relational Learning for Few-Shot Knowledge Graph CompletionInternational Conference on Learning Representations (ICLR), 2022
Han Wu
Jie Yin
B. Rajaratnam
Jianyuan Guo
430
15
0
02 Sep 2022
ViA: View-invariant Skeleton Action Representation Learning via Motion
  Retargeting
ViA: View-invariant Skeleton Action Representation Learning via Motion Retargeting
Di Yang
Yaohui Wang
A. Dantcheva
Lorenzo Garattoni
Gianpiero Francesca
Francois Bremond
254
9
0
31 Aug 2022
EViT: Privacy-Preserving Image Retrieval via Encrypted Vision
  Transformer in Cloud Computing
EViT: Privacy-Preserving Image Retrieval via Encrypted Vision Transformer in Cloud Computing
Qihua Feng
Peiya Li
Zhixun Lu
Chaozhuo Li
Zefang Wang
Zhiquan Liu
Chunhui Duan
Feiran Huang
ViT
123
26
0
31 Aug 2022
Self-Supervised Pyramid Representation Learning for Multi-Label Visual
  Analysis and Beyond
Self-Supervised Pyramid Representation Learning for Multi-Label Visual Analysis and BeyondIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Cheng-Yen Hsieh
Chih-Jung Chang
Fu-En Yang
Yu-Chiang Frank Wang
SSL
217
9
0
30 Aug 2022
Deep Generative Modeling on Limited Data with Regularization by
  Nontransferable Pre-trained Models
Deep Generative Modeling on Limited Data with Regularization by Nontransferable Pre-trained ModelsInternational Conference on Learning Representations (ICLR), 2022
Yong Zhong
Hongtao Liu
Xiaodong Liu
Fan Bao
Weiran Shen
Chongxuan Li
AI4CE
284
7
0
30 Aug 2022
Pipeline-Invariant Representation Learning for Neuroimaging
Pipeline-Invariant Representation Learning for Neuroimaging
Xinhui Li
A. Fedorov
Mrinal Mathur
A. Abrol
Gregory Kiar
Sergey Plis
Vince D. Calhoun
MedIm
224
1
0
27 Aug 2022
MORI-RAN: Multi-view Robust Representation Learning via Hybrid
  Contrastive Fusion
MORI-RAN: Multi-view Robust Representation Learning via Hybrid Contrastive Fusion
Guanzhou Ke
Yong-Nan Zhu
Yang Yu
119
9
0
26 Aug 2022
Segmentation of Parotid Gland Tumors Using Multimodal MRI and
  Contrastive Learning
Segmentation of Parotid Gland Tumors Using Multimodal MRI and Contrastive Learning
Zián Xu
Yin Dai
Fayu Liu
Bo Wu
Weibin Chen
Li-Li Shi
MedIm
134
0
0
26 Aug 2022
Skeleton Prototype Contrastive Learning with Multi-Level Graph Relation
  Modeling for Unsupervised Person Re-Identification
Skeleton Prototype Contrastive Learning with Multi-Level Graph Relation Modeling for Unsupervised Person Re-Identification
Haocong Rao
Steven C. H. Hoi
3DH
186
5
0
25 Aug 2022
Learning crop type mapping from regional label proportions in
  large-scale SAR and optical imagery
Learning crop type mapping from regional label proportions in large-scale SAR and optical imageryIEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2022
L. E. L. Rosa
Dario Augusto Borges Oliveira
Pedram Ghamisi
191
10
0
24 Aug 2022
Semi-Supervised and Unsupervised Deep Visual Learning: A Survey
Semi-Supervised and Unsupervised Deep Visual Learning: A SurveyIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Yanbei Chen
Goran Frehse
Xiatian Zhu
Zeynep Akata
351
176
0
24 Aug 2022
IMPaSh: A Novel Domain-shift Resistant Representation for Colorectal
  Cancer Tissue Classification
IMPaSh: A Novel Domain-shift Resistant Representation for Colorectal Cancer Tissue Classification
T. Vuong
Q. Vu
Mostafa Jahanifar
S. Graham
J. T. Kwak
Nasir M. Rajpoot
OOD
145
16
0
23 Aug 2022
Image as a Foreign Language: BEiT Pretraining for All Vision and
  Vision-Language Tasks
Image as a Foreign Language: BEiT Pretraining for All Vision and Vision-Language Tasks
Wenhui Wang
Hangbo Bao
Li Dong
Johan Bjorck
Zhiliang Peng
...
Kriti Aggarwal
O. Mohammed
Saksham Singhal
Subhojit Som
Furu Wei
MLLMVLMViT
640
707
0
22 Aug 2022
GCISG: Guided Causal Invariant Learning for Improved Syn-to-real
  Generalization
GCISG: Guided Causal Invariant Learning for Improved Syn-to-real GeneralizationEuropean Conference on Computer Vision (ECCV), 2022
Gilhyun Nam
Gyeongjae Choi
Kyungmin Lee
OOD
228
5
0
22 Aug 2022
Relational Self-Supervised Learning on Graphs
Relational Self-Supervised Learning on GraphsInternational Conference on Information and Knowledge Management (CIKM), 2022
Namkyeong Lee
Dongmin Hyun
Junseok Lee
Chanyoung Park
SSL
251
25
0
21 Aug 2022
Siamese Prototypical Contrastive Learning
Siamese Prototypical Contrastive LearningBritish Machine Vision Conference (BMVC), 2022
Shentong Mo
Zhun Sun
Chao Li
SSL
117
14
0
18 Aug 2022
MvDeCor: Multi-view Dense Correspondence Learning for Fine-grained 3D
  Segmentation
MvDeCor: Multi-view Dense Correspondence Learning for Fine-grained 3D SegmentationEuropean Conference on Computer Vision (ECCV), 2022
Gopal Sharma
K. Yin
Subhransu Maji
E. Kalogerakis
Litany
Sanja Fidler
3DV3DPC
182
13
0
18 Aug 2022
CommitBART: A Large Pre-trained Model for GitHub Commits
CommitBART: A Large Pre-trained Model for GitHub Commits
Shangqing Liu
Yanzhou Li
Xiaofei Xie
Yang Liu
VLMAI4TS
215
25
0
17 Aug 2022
Unsupervised domain adaptation semantic segmentation of high-resolution
  remote sensing imagery with invariant domain-level prototype memory
Unsupervised domain adaptation semantic segmentation of high-resolution remote sensing imagery with invariant domain-level prototype memoryIEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2022
Jingru Zhu
Ya Guo
Geng Sun
Libo Yang
M. Deng
Jie Chen
288
78
0
16 Aug 2022
RenyiCL: Contrastive Representation Learning with Skew Renyi Divergence
RenyiCL: Contrastive Representation Learning with Skew Renyi DivergenceNeural Information Processing Systems (NeurIPS), 2022
Kyungmin Lee
Jinwoo Shin
SSLDRL
334
12
0
12 Aug 2022
Motion Sensitive Contrastive Learning for Self-supervised Video
  Representation
Motion Sensitive Contrastive Learning for Self-supervised Video RepresentationEuropean Conference on Computer Vision (ECCV), 2022
Jingcheng Ni
Nana Zhou
Jie Qin
Qianrun Wu
Junqi Liu
Boxun Li
Di Huang
SSL
193
20
0
12 Aug 2022
MILAN: Masked Image Pretraining on Language Assisted Representation
MILAN: Masked Image Pretraining on Language Assisted Representation
Zejiang Hou
Fei Sun
Yen-kuang Chen
Yuan Xie
S. Kung
ViT
308
83
0
11 Aug 2022
Understanding Masked Image Modeling via Learning Occlusion Invariant
  Feature
Understanding Masked Image Modeling via Learning Occlusion Invariant FeatureComputer Vision and Pattern Recognition (CVPR), 2022
Xiangwen Kong
Xiangyu Zhang
SSL
210
67
0
08 Aug 2022
GRIT-VLP: Grouped Mini-batch Sampling for Efficient Vision and Language
  Pre-training
GRIT-VLP: Grouped Mini-batch Sampling for Efficient Vision and Language Pre-trainingEuropean Conference on Computer Vision (ECCV), 2022
Jaeseok Byun
Taebaek Hwang
Jianlong Fu
Taesup Moon
VLM
215
13
0
08 Aug 2022
Distributed Contrastive Learning for Medical Image Segmentation
Distributed Contrastive Learning for Medical Image Segmentation
Yawen Wu
Dewen Zeng
Zhepeng Wang
Yiyu Shi
Jingtong Hu
FedML
252
67
0
07 Aug 2022
Making the Best of Both Worlds: A Domain-Oriented Transformer for
  Unsupervised Domain Adaptation
Making the Best of Both Worlds: A Domain-Oriented Transformer for Unsupervised Domain AdaptationACM Multimedia (ACM MM), 2022
Wen-hui Ma
Jinming Zhang
Shuang Li
Chi Harold Liu
Yulin Wang
Wei Li
144
19
0
02 Aug 2022
Automatically Discovering Novel Visual Categories with Self-supervised
  Prototype Learning
Automatically Discovering Novel Visual Categories with Self-supervised Prototype LearningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Lu Zhang
Lu Qi
Xu Yang
Hong Qiao
Ming-Hsuan Yang
Zhiyong Liu
SSL
181
9
0
01 Aug 2022
SdAE: Self-distillated Masked Autoencoder
SdAE: Self-distillated Masked AutoencoderEuropean Conference on Computer Vision (ECCV), 2022
Yabo Chen
Yuchen Liu
Dongsheng Jiang
Xiaopeng Zhang
Wenrui Dai
H. Xiong
Qi Tian
ViT
216
86
0
31 Jul 2022
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