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  4. Cited By
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 / 2,002 papers shown
Rethinking Self-supervised Correspondence Learning: A Video Frame-level
  Similarity Perspective
Rethinking Self-supervised Correspondence Learning: A Video Frame-level Similarity PerspectiveIEEE International Conference on Computer Vision (ICCV), 2021
Jiarui Xu
Xiaolong Wang
VOS
385
107
0
31 Mar 2021
Prototypical Cross-domain Self-supervised Learning for Few-shot
  Unsupervised Domain Adaptation
Prototypical Cross-domain Self-supervised Learning for Few-shot Unsupervised Domain AdaptationComputer Vision and Pattern Recognition (CVPR), 2021
Xiangyu Yue
Zangwei Zheng
Shanghang Zhang
Yang Gao
Trevor Darrell
Kurt Keutzer
Alberto L. Sangiovanni-Vincentelli
198
185
0
31 Mar 2021
Dual Contrastive Loss and Attention for GANs
Dual Contrastive Loss and Attention for GANsIEEE International Conference on Computer Vision (ICCV), 2021
Ning Yu
Guilin Liu
Aysegül Dündar
Andrew Tao
Bryan Catanzaro
Larry S. Davis
Mario Fritz
GAN
327
68
0
31 Mar 2021
Denoise and Contrast for Category Agnostic Shape Completion
Denoise and Contrast for Category Agnostic Shape CompletionComputer Vision and Pattern Recognition (CVPR), 2021
A. Alliegro
D. Valsesia
Giulia Fracastoro
E. Magli
Tatiana Tommasi
3DPC
246
40
0
30 Mar 2021
Contrastive Learning of Single-Cell Phenotypic Representations for
  Treatment Classification
Contrastive Learning of Single-Cell Phenotypic Representations for Treatment Classification
A. Perakis
A. Gorji
Samriddhi Jain
K. Chaitanya
Simone Rizza
E. Konukoglu
SSL
228
39
0
30 Mar 2021
Seasonal Contrast: Unsupervised Pre-Training from Uncurated Remote
  Sensing Data
Seasonal Contrast: Unsupervised Pre-Training from Uncurated Remote Sensing DataIEEE International Conference on Computer Vision (ICCV), 2021
Oscar Manas
Alexandre Lacoste
Xavier Giró-i-Nieto
David Vazquez
Pau Rodríguez López
257
333
0
30 Mar 2021
Pre-training strategies and datasets for facial representation learning
Pre-training strategies and datasets for facial representation learningEuropean Conference on Computer Vision (ECCV), 2021
Adrian Bulat
Shiyang Cheng
Jing Yang
A. Garbett
Enrique Sanchez
Georgios Tzimiropoulos
CVBMSSL
273
41
0
30 Mar 2021
Benchmarking Representation Learning for Natural World Image Collections
Benchmarking Representation Learning for Natural World Image CollectionsComputer Vision and Pattern Recognition (CVPR), 2021
Grant Van Horn
Elijah Cole
Sara Beery
Kimberly Wilber
Serge J. Belongie
Oisin Mac Aodha
SSLVLM
266
205
0
30 Mar 2021
ICE: Inter-instance Contrastive Encoding for Unsupervised Person
  Re-identification
ICE: Inter-instance Contrastive Encoding for Unsupervised Person Re-identificationIEEE International Conference on Computer Vision (ICCV), 2021
Hao Chen
Benoit Lagadec
Francois Bremond
SSL
377
245
0
30 Mar 2021
Contrastive Embedding for Generalized Zero-Shot Learning
Contrastive Embedding for Generalized Zero-Shot LearningComputer Vision and Pattern Recognition (CVPR), 2021
Zongyan Han
Zhenyong Fu
Shuo Chen
Zhiqiang Wang
VLM
207
248
0
30 Mar 2021
Robust Audio-Visual Instance Discrimination
Robust Audio-Visual Instance DiscriminationComputer Vision and Pattern Recognition (CVPR), 2021
Pedro Morgado
Ishan Misra
Nuno Vasconcelos
SSL
253
117
0
29 Mar 2021
Complementary Relation Contrastive Distillation
Complementary Relation Contrastive DistillationComputer Vision and Pattern Recognition (CVPR), 2021
Jinguo Zhu
Weizhen He
Dapeng Chen
Shijie Yu
Yakun Liu
A. Yang
M. Rong
Xiaohua Wang
198
92
0
29 Mar 2021
HiT: Hierarchical Transformer with Momentum Contrast for Video-Text
  Retrieval
HiT: Hierarchical Transformer with Momentum Contrast for Video-Text RetrievalIEEE International Conference on Computer Vision (ICCV), 2021
Song Liu
Haoqi Fan
Shengsheng Qian
Yiru Chen
Wenkui Ding
Zhongyuan Wang
336
165
0
28 Mar 2021
Contrastive Domain Adaptation
Contrastive Domain Adaptation
Mamatha Thota
Georgios Leontidis
SSL
225
73
0
26 Mar 2021
Rethinking Deep Contrastive Learning with Embedding Memory
Rethinking Deep Contrastive Learning with Embedding Memory
Haozhi Zhang
Xun Wang
Weilin Huang
Matthew R. Scott
166
3
0
25 Mar 2021
Explainability Guided Multi-Site COVID-19 CT Classification
Explainability Guided Multi-Site COVID-19 CT Classification
Ameen Ali
Tal Shaharabany
Lior Wolf
179
4
0
25 Mar 2021
THAT: Two Head Adversarial Training for Improving Robustness at Scale
THAT: Two Head Adversarial Training for Improving Robustness at Scale
Zuxuan Wu
Tom Goldstein
L. Davis
Ser-Nam Lim
AAMLGAN
95
1
0
25 Mar 2021
Approximating Instance-Dependent Noise via Instance-Confidence Embedding
Approximating Instance-Dependent Noise via Instance-Confidence Embedding
Yivan Zhang
Masashi Sugiyama
133
10
0
25 Mar 2021
Rethinking Self-Supervised Learning: Small is Beautiful
Rethinking Self-Supervised Learning: Small is Beautiful
Yun Cao
Jianxin Wu
SSL
119
24
0
25 Mar 2021
Supporting Clustering with Contrastive Learning
Supporting Clustering with Contrastive LearningNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021
Dejiao Zhang
Feng Nan
Xiaokai Wei
Shang-Wen Li
Henghui Zhu
Kathleen McKeown
Ramesh Nallapati
Andrew O. Arnold
Bing Xiang
SSL
243
231
0
24 Mar 2021
Region Similarity Representation Learning
Region Similarity Representation LearningIEEE International Conference on Computer Vision (ICCV), 2021
Tete Xiao
Colorado Reed
Xiaolong Wang
Kurt Keutzer
Trevor Darrell
VLMSSL
278
123
0
24 Mar 2021
Characterizing and Improving the Robustness of Self-Supervised Learning
  through Background Augmentations
Characterizing and Improving the Robustness of Self-Supervised Learning through Background Augmentations
Chaitanya K. Ryali
D. Schwab
Ari S. Morcos
SSL
256
9
0
23 Mar 2021
Self-Supervised Pretraining Improves Self-Supervised Pretraining
Self-Supervised Pretraining Improves Self-Supervised PretrainingIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021
Colorado Reed
Xiangyu Yue
Aniruddha Nrusimha
Sayna Ebrahimi
Vivek Vijaykumar
...
Shanghang Zhang
Devin Guillory
Sean L. Metzger
Kurt Keutzer
Trevor Darrell
308
125
0
23 Mar 2021
BossNAS: Exploring Hybrid CNN-transformers with Block-wisely
  Self-supervised Neural Architecture Search
BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture SearchIEEE International Conference on Computer Vision (ICCV), 2021
Changlin Li
Tao Tang
Guangrun Wang
Jiefeng Peng
Bing Wang
Xiaodan Liang
Xiaojun Chang
ViT
407
120
0
23 Mar 2021
Gradient Regularized Contrastive Learning for Continual Domain
  Adaptation
Gradient Regularized Contrastive Learning for Continual Domain AdaptationAAAI Conference on Artificial Intelligence (AAAI), 2020
Weizhen He
Peng Su
Shiyang Feng
Ni Zhao
CLL
226
69
0
23 Mar 2021
Supervised Contrastive Replay: Revisiting the Nearest Class Mean
  Classifier in Online Class-Incremental Continual Learning
Supervised Contrastive Replay: Revisiting the Nearest Class Mean Classifier in Online Class-Incremental Continual Learning
Zheda Mai
Ruiwen Li
Hyunwoo J. Kim
Scott Sanner
CLL
353
218
0
22 Mar 2021
Cluster Contrast for Unsupervised Person Re-Identification
Cluster Contrast for Unsupervised Person Re-IdentificationAsian Conference on Computer Vision (ACCV), 2021
Zuozhuo Dai
Guangyuan Wang
Weihao Yuan
Xiaoli Liu
Siyu Zhu
P. Tan
482
276
0
22 Mar 2021
Self-Supervised Classification Network
Self-Supervised Classification NetworkEuropean Conference on Computer Vision (ECCV), 2021
Elad Amrani
Leonid Karlinsky
A. Bronstein
SSL
162
32
0
19 Mar 2021
Efficient Visual Pretraining with Contrastive Detection
Efficient Visual Pretraining with Contrastive DetectionIEEE International Conference on Computer Vision (ICCV), 2021
Olivier J. Hénaff
Skanda Koppula
Jean-Baptiste Alayrac
Aaron van den Oord
Oriol Vinyals
João Carreira
VLMSSL
247
178
0
19 Mar 2021
UniMoCo: Unsupervised, Semi-Supervised and Full-Supervised Visual
  Representation Learning
UniMoCo: Unsupervised, Semi-Supervised and Full-Supervised Visual Representation Learning
Zhigang Dai
Bolun Cai
Yugeng Lin
Junying Chen
SSL
151
6
0
19 Mar 2021
Space-Time Crop & Attend: Improving Cross-modal Video Representation
  Learning
Space-Time Crop & Attend: Improving Cross-modal Video Representation LearningIEEE International Conference on Computer Vision (ICCV), 2021
Mandela Patrick
Yuki M. Asano
Bernie Huang
Ishan Misra
Florian Metze
Joao Henriques
Andrea Vedaldi
AI4TS
278
36
0
18 Mar 2021
Training GANs with Stronger Augmentations via Contrastive Discriminator
Training GANs with Stronger Augmentations via Contrastive DiscriminatorInternational Conference on Learning Representations (ICLR), 2021
Jongheon Jeong
Jinwoo Shin
226
67
0
17 Mar 2021
SPICE: Semantic Pseudo-labeling for Image Clustering
SPICE: Semantic Pseudo-labeling for Image ClusteringIEEE Transactions on Image Processing (TIP), 2021
Chuang Niu
Hongming Shan
Ge Wang
VLM
727
189
0
17 Mar 2021
Margin Preserving Self-paced Contrastive Learning Towards Domain
  Adaptation for Medical Image Segmentation
Margin Preserving Self-paced Contrastive Learning Towards Domain Adaptation for Medical Image SegmentationIEEE journal of biomedical and health informatics (JBHI), 2021
Zhizhe Liu
Zhenfeng Zhu
Shuai Zheng
Yang Liu
Jiayu Zhou
Yao Zhao
CLL
152
63
0
15 Mar 2021
Sample-efficient Reinforcement Learning Representation Learning with
  Curiosity Contrastive Forward Dynamics Model
Sample-efficient Reinforcement Learning Representation Learning with Curiosity Contrastive Forward Dynamics ModelIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2021
Thanh Nguyen
Tung M. Luu
Thang Vu
Chang D. Yoo
140
19
0
15 Mar 2021
Monocular Quasi-Dense 3D Object Tracking
Monocular Quasi-Dense 3D Object TrackingIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Hou-Ning Hu
Yung-Hsu Yang
Tobias Fischer
Trevor Darrell
Feng Yu
Min Sun
3DPC
242
142
0
12 Mar 2021
Continual Semantic Segmentation via Repulsion-Attraction of Sparse and
  Disentangled Latent Representations
Continual Semantic Segmentation via Repulsion-Attraction of Sparse and Disentangled Latent RepresentationsComputer Vision and Pattern Recognition (CVPR), 2021
Umberto Michieli
Pietro Zanuttigh
CLL
271
162
0
10 Mar 2021
Multi-Pretext Attention Network for Few-shot Learning with
  Self-supervision
Multi-Pretext Attention Network for Few-shot Learning with Self-supervisionIEEE International Conference on Multimedia and Expo (ICME), 2021
Hainan Li
Renshuai Tao
Jun Li
Haotong Qin
Yifu Ding
Shuo Wang
Xianglong Liu
SSL
155
9
0
10 Mar 2021
FSCE: Few-Shot Object Detection via Contrastive Proposal Encoding
FSCE: Few-Shot Object Detection via Contrastive Proposal EncodingComputer Vision and Pattern Recognition (CVPR), 2021
Bo Sun
Banghuai Li
Shengcai Cai
Ye Yuan
Fangqiu Yi
312
488
0
10 Mar 2021
An Image-based Approach of Task-driven Driving Scene Categorization
An Image-based Approach of Task-driven Driving Scene Categorization
Shaochi Hu
Hanwei Fan
Biao Gao
Xijun Zhao
Huijing Zhao
88
0
0
10 Mar 2021
VideoMoCo: Contrastive Video Representation Learning with Temporally
  Adversarial Examples
VideoMoCo: Contrastive Video Representation Learning with Temporally Adversarial ExamplesComputer Vision and Pattern Recognition (CVPR), 2021
Tian Pan
Yibing Song
Tianyu Yang
Wenhao Jiang
Wei Liu
245
253
0
10 Mar 2021
Learning a Domain-Agnostic Visual Representation for Autonomous Driving
  via Contrastive Loss
Learning a Domain-Agnostic Visual Representation for Autonomous Driving via Contrastive Loss
D. Shim
H. J. Kim
81
3
0
10 Mar 2021
SimTriplet: Simple Triplet Representation Learning with a Single GPU
SimTriplet: Simple Triplet Representation Learning with a Single GPUInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021
Quan Liu
Peter C. Louis
Yuzhe Lu
Aadarsh Jha
Mengyang Zhao
...
Joseph T. Roland
Haichun Yang
Shilin Zhao
L. Wheless
Yuankai Huo
161
39
0
09 Mar 2021
Doubly Contrastive Deep Clustering
Doubly Contrastive Deep Clustering
Zhiyuan Dang
Cheng Deng
Xu Yang
Heng-Chiao Huang
SSL
139
17
0
09 Mar 2021
Self-supervised Regularization for Text Classification
Self-supervised Regularization for Text ClassificationTransactions of the Association for Computational Linguistics (TACL), 2021
Meng Zhou
Zechen Li
P. Xie
164
18
0
09 Mar 2021
Deeply Unsupervised Patch Re-Identification for Pre-training Object
  Detectors
Deeply Unsupervised Patch Re-Identification for Pre-training Object DetectorsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Jian Ding
Enze Xie
Hang Xu
Chenhan Jiang
Zhenguo Li
Ping Luo
Guisong Xia
126
20
0
08 Mar 2021
What If We Only Use Real Datasets for Scene Text Recognition? Toward
  Scene Text Recognition With Fewer Labels
What If We Only Use Real Datasets for Scene Text Recognition? Toward Scene Text Recognition With Fewer LabelsComputer Vision and Pattern Recognition (CVPR), 2021
Jeonghun Baek
Yusuke Matsui
Kiyoharu Aizawa
302
105
0
07 Mar 2021
Set Representation Learning with Generalized Sliced-Wasserstein
  Embeddings
Set Representation Learning with Generalized Sliced-Wasserstein Embeddings
Navid Naderializadeh
Soheil Kolouri
Joseph F. Comer
Reed W. Andrews
Heiko Hoffmann
192
6
0
05 Mar 2021
Fine-Grained Off-Road Semantic Segmentation and Mapping via Contrastive
  Learning
Fine-Grained Off-Road Semantic Segmentation and Mapping via Contrastive LearningIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2021
Biao Gao
Shaochi Hu
Xijun Zhao
Huijing Zhao
245
32
0
05 Mar 2021
CoDeGAN: Contrastive Disentanglement for Generative Adversarial Network
CoDeGAN: Contrastive Disentanglement for Generative Adversarial NetworkNeurocomputing (Neurocomputing), 2021
Lili Pan
Peijun Tang
Zhiyong Chen
Zenglin Xu
GANDRL
214
7
0
05 Mar 2021
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