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1805.01978
Cited By
Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination
5 May 2018
Zhirong Wu
Yuanjun Xiong
Stella X. Yu
Dahua Lin
SSL
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Papers citing
"Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination"
50 / 2,002 papers shown
Logic-Driven Context Extension and Data Augmentation for Logical Reasoning of Text
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Wanjun Zhong
Duyu Tang
Zhongyu Wei
Zhihao Fan
Daxin Jiang
Ming Zhou
Nan Duan
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316
82
0
08 May 2021
Video Class Agnostic Segmentation with Contrastive Learning for Autonomous Driving
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Alex Kendall
Martin Jägersand
190
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07 May 2021
Exploring Instance Relations for Unsupervised Feature Embedding
Yifei Zhang
Can Ma
Weiping Wang
137
6
0
07 May 2021
Self-Supervised Learning from Automatically Separated Sound Scenes
IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), 2021
Eduardo Fonseca
A. Jansen
D. Ellis
Scott Wisdom
Marco Tagliasacchi
J. Hershey
Manoj Plakal
Shawn Hershey
R. C. Moore
Xavier Serra
SSL
220
13
0
05 May 2021
MiCE: Mixture of Contrastive Experts for Unsupervised Image Clustering
International Conference on Learning Representations (ICLR), 2021
Tsung Wei Tsai
Chongxuan Li
Jun Zhu
185
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0
05 May 2021
Representation Learning for Clustering via Building Consensus
Machine-mediated learning (ML), 2021
A. Deshmukh
Jayanth Reddy Regatti
Eren Manavoglu
Ürün Dogan
SSL
195
9
0
04 May 2021
End-to-end One-shot Human Parsing
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Haoyu He
Bohan Zhuang
Jing Zhang
Jianfei Cai
Dacheng Tao
VLM
263
11
0
04 May 2021
Curious Representation Learning for Embodied Intelligence
IEEE International Conference on Computer Vision (ICCV), 2021
Yilun Du
Chuang Gan
Phillip Isola
SSL
LM&Ro
352
46
0
03 May 2021
Universal Weakly Supervised Segmentation by Pixel-to-Segment Contrastive Learning
International Conference on Learning Representations (ICLR), 2021
Tsung-Wei Ke
Jyh-Jing Hwang
Stella X. Yu
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282
83
0
03 May 2021
A Good Image Generator Is What You Need for High-Resolution Video Synthesis
International Conference on Learning Representations (ICLR), 2021
Yu Tian
Jian Ren
Menglei Chai
Kyle Olszewski
Xi Peng
Dimitris N. Metaxas
Sergey Tulyakov
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282
204
0
30 Apr 2021
Evaluating Contrastive Models for Instance-based Image Retrieval
International Conference on Multimedia Retrieval (ICMR), 2021
Tarun Krishna
Kevin McGuinness
Noel E. O'Connor
141
5
0
30 Apr 2021
CoCon: Cooperative-Contrastive Learning
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Ehsan Adeli
Kuan-Hui Lee
Adrien Gaidon
Juan Carlos Niebles
SSL
152
20
0
30 Apr 2021
With a Little Help from My Friends: Nearest-Neighbor Contrastive Learning of Visual Representations
IEEE International Conference on Computer Vision (ICCV), 2021
Debidatta Dwibedi
Y. Aytar
Jonathan Tompson
P. Sermanet
Andrew Zisserman
SSL
631
517
0
29 Apr 2021
3D Human Action Representation Learning via Cross-View Consistency Pursuit
Computer Vision and Pattern Recognition (CVPR), 2021
Linguo Li
Minsi Wang
Bingbing Ni
Hang Wang
Jiancheng Yang
Wenjun Zhang
331
210
0
29 Apr 2021
Emerging Properties in Self-Supervised Vision Transformers
IEEE International Conference on Computer Vision (ICCV), 2021
Mathilde Caron
Hugo Touvron
Ishan Misra
Edouard Grave
Julien Mairal
Piotr Bojanowski
Armand Joulin
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29 Apr 2021
Shot Contrastive Self-Supervised Learning for Scene Boundary Detection
Computer Vision and Pattern Recognition (CVPR), 2021
Shixing Chen
Xiaohan Nie
David D. Fan
Dongqing Zhang
Vimal Bhat
Raffay Hamid
SSL
222
69
0
28 Apr 2021
Semi-Supervised Semantic Segmentation with Pixel-Level Contrastive Learning from a Class-wise Memory Bank
IEEE International Conference on Computer Vision (ICCV), 2021
Inigo Alonso
Alberto Sabater
David Ferstl
Luis Montesano
Ana C. Murillo
SSL
CLL
439
246
0
27 Apr 2021
Multimodal Contrastive Training for Visual Representation Learning
Computer Vision and Pattern Recognition (CVPR), 2021
Xin Yuan
Zhe Lin
Jason Kuen
Jianming Zhang
Yilin Wang
Michael Maire
Ajinkya Kale
Baldo Faieta
SSL
252
191
0
26 Apr 2021
MDETR -- Modulated Detection for End-to-End Multi-Modal Understanding
IEEE International Conference on Computer Vision (ICCV), 2021
Aishwarya Kamath
Mannat Singh
Yann LeCun
Gabriel Synnaeve
Ishan Misra
Nicolas Carion
ObjD
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644
1,055
0
26 Apr 2021
Joint Representation Learning and Novel Category Discovery on Single- and Multi-modal Data
IEEE International Conference on Computer Vision (ICCV), 2021
Xu Jia
Kai Han
Yukun Zhu
Bradley Green
383
73
0
26 Apr 2021
Mutual Contrastive Learning for Visual Representation Learning
AAAI Conference on Artificial Intelligence (AAAI), 2021
Chuanguang Yang
Zhulin An
Linhang Cai
Yongjun Xu
VLM
SSL
434
89
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26 Apr 2021
How Well Does Self-Supervised Pre-Training Perform with Streaming Data?
International Conference on Learning Representations (ICLR), 2021
Dapeng Hu
Shipeng Yan
Qizhengqiu Lu
Lanqing Hong
Hailin Hu
Yifan Zhang
Zhenguo Li
Xinchao Wang
Jiashi Feng
246
34
0
25 Apr 2021
Pri3D: Can 3D Priors Help 2D Representation Learning?
IEEE International Conference on Computer Vision (ICCV), 2021
Ji Hou
Saining Xie
Benjamin Graham
Angela Dai
Matthias Nießner
SSL
3DPC
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268
88
0
22 Apr 2021
VATT: Transformers for Multimodal Self-Supervised Learning from Raw Video, Audio and Text
Neural Information Processing Systems (NeurIPS), 2021
Hassan Akbari
Liangzhe Yuan
Rui Qian
Wei-Hong Chuang
Shih-Fu Chang
Huayu Chen
Boqing Gong
ViT
742
679
0
22 Apr 2021
A Framework using Contrastive Learning for Classification with Noisy Labels
International Conference on Data Technologies and Applications (DATA), 2021
Madalina Ciortan
R. Dupuis
Thomas Peel
VLM
NoLa
144
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19 Apr 2021
Temporal Query Networks for Fine-grained Video Understanding
Computer Vision and Pattern Recognition (CVPR), 2021
Chuhan Zhang
Ankush Gupta
Andrew Zisserman
260
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19 Apr 2021
Data-Efficient Language-Supervised Zero-Shot Learning with Self-Distillation
Rui Cheng
Bichen Wu
Peizhao Zhang
Peter Vajda
Joseph E. Gonzalez
CLIP
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172
34
0
18 Apr 2021
Contrastive Learning with Stronger Augmentations
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Tianlin Li
Guo-Jun Qi
CLL
297
288
0
15 Apr 2021
Self-Supervised Learning of Remote Sensing Scene Representations Using Contrastive Multiview Coding
Vladan Stojnić
Vladimir Risojević
SSL
242
124
0
14 Apr 2021
Self-supervised object detection from audio-visual correspondence
Computer Vision and Pattern Recognition (CVPR), 2021
Triantafyllos Afouras
Yuki M. Asano
Francois Fagan
Andrea Vedaldi
Florian Metze
SSL
325
53
0
13 Apr 2021
Image-Level or Object-Level? A Tale of Two Resampling Strategies for Long-Tailed Detection
International Conference on Machine Learning (ICML), 2021
Nadine Chang
Zhiding Yu
Yu-Xiong Wang
Anima Anandkumar
Sanja Fidler
J. Álvarez
276
46
0
12 Apr 2021
Learning from 2D: Contrastive Pixel-to-Point Knowledge Transfer for 3D Pretraining
Yueh-Cheng Liu
Yu-Kai Huang
HungYueh Chiang
Hung-Ting Su
Zhe-Yu Liu
Chin-Tang Chen
Ching-Yu Tseng
Winston H. Hsu
3DPC
143
36
0
10 Apr 2021
Context-self contrastive pretraining for crop type semantic segmentation
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2021
Michail Tarasiou
R. Güler
Stefanos Zafeiriou
SSL
340
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0
09 Apr 2021
SiT: Self-supervised vIsion Transformer
Sara Atito Ali Ahmed
Muhammad Awais
J. Kittler
ViT
379
155
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08 Apr 2021
Modern Hopfield Networks for Few- and Zero-Shot Reaction Template Prediction
Philipp Seidl
Philipp Renz
N. Dyubankova
Paulo Neves
Jonas Verhoeven
Marwin H. S. Segler
J. Wegner
Sepp Hochreiter
Günter Klambauer
271
17
0
07 Apr 2021
Unsupervised Visual Attention and Invariance for Reinforcement Learning
Computer Vision and Pattern Recognition (CVPR), 2021
Xudong Wang
Long Lian
Stella X. Yu
OOD
177
49
0
07 Apr 2021
Local Metrics for Multi-Object Tracking
Jack Valmadre
Alex Bewley
Jonathan Huang
Chen Sun
C. Sminchisescu
Cordelia Schmid
VOT
282
13
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06 Apr 2021
Contrastive Syn-to-Real Generalization
International Conference on Learning Representations (ICLR), 2021
Wuyang Chen
Zhiding Yu
Shalini De Mello
Sifei Liu
J. Álvarez
Zinan Lin
Anima Anandkumar
189
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0
06 Apr 2021
One Thing One Click: A Self-Training Approach for Weakly Supervised 3D Semantic Segmentation
Computer Vision and Pattern Recognition (CVPR), 2021
Zhengzhe Liu
Xiaojuan Qi
Chi-Wing Fu
3DPC
265
147
0
06 Apr 2021
Achieving Domain Generalization in Underwater Object Detection by Domain Mixup and Contrastive Learning
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Yang Chen
Pinhao Song
Hong Liu
Linhui Dai
Xiaochuan Zhang
Runwei Ding
Shengquan Li
423
55
0
06 Apr 2021
An Empirical Study of Training Self-Supervised Vision Transformers
IEEE International Conference on Computer Vision (ICCV), 2021
Xinlei Chen
Saining Xie
Kaiming He
ViT
598
2,184
0
05 Apr 2021
TATL: Task Agnostic Transfer Learning for Skin Attributes Detection
D. M. Nguyen
Thu Nguyen
Huong Vu
Quang Pham
Manh-Duy Nguyen
Binh T. Nguyen
Daniel Sonntag
175
20
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04 Apr 2021
Graph Contrastive Clustering
IEEE International Conference on Computer Vision (ICCV), 2021
Huasong Zhong
Yue Yu
Chong Chen
Jianqiang Huang
Minghua Deng
Liqiang Nie
Zhouchen Lin
Xiansheng Hua
157
152
0
03 Apr 2021
Instance Level Affinity-Based Transfer for Unsupervised Domain Adaptation
Computer Vision and Pattern Recognition (CVPR), 2021
Astuti Sharma
Tarun Kalluri
Manmohan Chandraker
149
52
0
03 Apr 2021
The Spatially-Correlative Loss for Various Image Translation Tasks
Computer Vision and Pattern Recognition (CVPR), 2021
Chuanxia Zheng
Tat-Jen Cham
Jianfei Cai
219
138
0
02 Apr 2021
A Realistic Evaluation of Semi-Supervised Learning for Fine-Grained Classification
Computer Vision and Pattern Recognition (CVPR), 2021
Jong-Chyi Su
Zezhou Cheng
Subhransu Maji
229
63
0
01 Apr 2021
Composable Augmentation Encoding for Video Representation Learning
IEEE International Conference on Computer Vision (ICCV), 2021
Chen Sun
Arsha Nagrani
Yonglong Tian
Cordelia Schmid
SSL
AI4TS
247
19
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01 Apr 2021
Unsupervised Degradation Representation Learning for Blind Super-Resolution
Computer Vision and Pattern Recognition (CVPR), 2021
Longguang Wang
Yingqian Wang
Xiaoyu Dong
Qingyu Xu
Jungang Yang
W. An
Yulan Guo
170
374
0
01 Apr 2021
Jigsaw Clustering for Unsupervised Visual Representation Learning
Computer Vision and Pattern Recognition (CVPR), 2021
Pengguang Chen
Shu Liu
Jiaya Jia
SSL
VLM
305
69
0
01 Apr 2021
Graph-Based Intercategory and Intermodality Network for Multilabel Classification and Melanoma Diagnosis of Skin Lesions in Dermoscopy and Clinical Images
IEEE Transactions on Medical Imaging (IEEE TMI), 2021
Xiaohang Fu
Lei Bi
Ashnil Kumar
M. Fulham
Jinman Kim
212
3
0
01 Apr 2021
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