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2012.03044
Cited By
Self-Supervised Visual Representation Learning from Hierarchical Grouping
5 December 2020
Xiao Zhang
Michael Maire
SSL
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Papers citing
"Self-Supervised Visual Representation Learning from Hierarchical Grouping"
43 / 43 papers shown
Title
LaneCorrect: Self-supervised Lane Detection
Ming-Jun Nie
Xinyue Cai
Han Xu
Li Zhang
SSL
86
4
0
23 Apr 2024
Decision-Making with Auto-Encoding Variational Bayes
Romain Lopez
Pierre Boyeau
Nir Yosef
Michael I. Jordan
Jeffrey Regier
BDL
390
10,591
0
17 Feb 2020
A Simple Framework for Contrastive Learning of Visual Representations
Ting-Li Chen
Simon Kornblith
Mohammad Norouzi
Geoffrey E. Hinton
SSL
358
18,739
0
13 Feb 2020
Momentum Contrast for Unsupervised Visual Representation Learning
Kaiming He
Haoqi Fan
Yuxin Wu
Saining Xie
Ross B. Girshick
SSL
196
12,073
0
13 Nov 2019
SegSort: Segmentation by Discriminative Sorting of Segments
Jyh-Jing Hwang
Stella X. Yu
Jianbo Shi
Maxwell D. Collins
Tien-Ju Yang
Xiao Zhang
Liang-Chieh Chen
205
149
0
15 Oct 2019
Large Scale Adversarial Representation Learning
Jeff Donahue
Karen Simonyan
SSL
124
543
0
04 Jul 2019
Contrastive Multiview Coding
Yonglong Tian
Dilip Krishnan
Phillip Isola
SSL
155
2,399
0
13 Jun 2019
Unsupervised Embedding Learning via Invariant and Spreading Instance Feature
Mang Ye
Xu-Yao Zhang
PongChi Yuen
Shih-Fu Chang
SSL
78
581
0
06 Apr 2019
Multigrid Predictive Filter Flow for Unsupervised Learning on Videos
Shu Kong
Charless C. Fowlkes
63
16
0
02 Apr 2019
Local Aggregation for Unsupervised Learning of Visual Embeddings
Chengxu Zhuang
Alex Zhai
Daniel L. K. Yamins
SSL
89
447
0
29 Mar 2019
Self-Supervised Learning via Conditional Motion Propagation
Xiaohang Zhan
Xingang Pan
Ziwei Liu
Dahua Lin
Chen Change Loy
SSL
61
47
0
27 Mar 2019
Learning Correspondence from the Cycle-Consistency of Time
Xinyu Wang
Allan Jabri
Alexei A. Efros
SSL
77
490
0
18 Mar 2019
Cross Pixel Optical Flow Similarity for Self-Supervised Learning
Aravindh Mahendran
James Thewlis
Andrea Vedaldi
SSL
73
61
0
15 Jul 2018
Deep Clustering for Unsupervised Learning of Visual Features
Mathilde Caron
Piotr Bojanowski
Armand Joulin
Matthijs Douze
SSL
88
1,894
0
15 Jul 2018
Representation Learning with Contrastive Predictive Coding
Aaron van den Oord
Yazhe Li
Oriol Vinyals
DRL
SSL
304
10,284
0
10 Jul 2018
Tracking Emerges by Colorizing Videos
Carl Vondrick
Abhinav Shrivastava
Alireza Fathi
S. Guadarrama
Kevin Patrick Murphy
75
377
0
25 Jun 2018
Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination
Zhirong Wu
Yuanjun Xiong
Stella X. Yu
Dahua Lin
SSL
170
3,452
0
05 May 2018
Blazingly Fast Video Object Segmentation with Pixel-Wise Metric Learning
Yuhua Chen
Jordi Pont-Tuset
Alberto Montes
Luc Van Gool
VOS
53
265
0
09 Apr 2018
Unsupervised Representation Learning by Predicting Image Rotations
Spyros Gidaris
Praveer Singh
N. Komodakis
OOD
SSL
DRL
252
3,288
0
21 Mar 2018
Recurrent Pixel Embedding for Instance Grouping
Shu Kong
Charless C. Fowlkes
103
179
0
22 Dec 2017
Rethinking Atrous Convolution for Semantic Image Segmentation
Liang-Chieh Chen
George Papandreou
Florian Schroff
Hartwig Adam
SSeg
225
8,470
0
17 Jun 2017
The 2017 DAVIS Challenge on Video Object Segmentation
Jordi Pont-Tuset
Federico Perazzi
Sergi Caelles
Pablo Arbeláez
A. Sorkine-Hornung
Luc Van Gool
VGen
VOS
78
1,208
0
03 Apr 2017
Semantic Instance Segmentation via Deep Metric Learning
Alireza Fathi
Z. Wojna
V. Rathod
Peng Wang
Hyun Oh Song
S. Guadarrama
Kevin Patrick Murphy
SSeg
50
202
0
30 Mar 2017
Colorization as a Proxy Task for Visual Understanding
Gustav Larsson
Michael Maire
Gregory Shakhnarovich
SSL
142
497
0
11 Mar 2017
Learning Features by Watching Objects Move
Deepak Pathak
Ross B. Girshick
Piotr Dollár
Trevor Darrell
Bharath Hariharan
SSL
VOS
OCL
69
525
0
19 Dec 2016
FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks
Eddy Ilg
N. Mayer
Tonmoy Saikia
Margret Keuper
Alexey Dosovitskiy
Thomas Brox
3DPC
255
3,079
0
06 Dec 2016
Split-Brain Autoencoders: Unsupervised Learning by Cross-Channel Prediction
Richard Y. Zhang
Phillip Isola
Alexei A. Efros
SSL
DRL
61
668
0
29 Nov 2016
Asynchrony begets Momentum, with an Application to Deep Learning
Jeff Donahue
Philipp Krahenbuhl
Stefan Hadjis
Christopher Ré
92
141
0
31 May 2016
Context Encoders: Feature Learning by Inpainting
Deepak Pathak
Philipp Krahenbuhl
Jeff Donahue
Trevor Darrell
Alexei A. Efros
SSL
67
5,293
0
25 Apr 2016
Unsupervised Learning of Visual Representations by Solving Jigsaw Puzzles
M. Noroozi
Paolo Favaro
SSL
168
2,979
0
30 Mar 2016
Colorful Image Colorization
Richard Y. Zhang
Phillip Isola
Alexei A. Efros
127
36
0
28 Mar 2016
Learning Representations for Automatic Colorization
Gustav Larsson
Michael Maire
Gregory Shakhnarovich
VLM
SSL
84
1,013
0
22 Mar 2016
Object Contour Detection with a Fully Convolutional Encoder-Decoder Network
Jimei Yang
Brian L. Price
Scott D. Cohen
Honglak Lee
Ming-Hsuan Yang
ObjD
53
366
0
15 Mar 2016
Deep Residual Learning for Image Recognition
Kaiming He
Xinming Zhang
Shaoqing Ren
Jian Sun
MedIm
2.2K
193,878
0
10 Dec 2015
Pushing the Boundaries of Boundary Detection using Deep Learning
Iasonas Kokkinos
51
232
0
23 Nov 2015
Unsupervised Learning of Edges
Yin Li
Manohar Paluri
James M. Rehg
Piotr Dollár
SSL
53
91
0
13 Nov 2015
Unsupervised Visual Representation Learning by Context Prediction
Carl Doersch
Abhinav Gupta
Alexei A. Efros
DRL
SSL
164
2,781
0
19 May 2015
Holistically-Nested Edge Detection
Saining Xie
Zhuowen Tu
129
3,493
0
24 Apr 2015
High-for-Low and Low-for-High: Efficient Boundary Detection from Deep Object Features and its Applications to High-Level Vision
Gedas Bertasius
Jianbo Shi
Lorenzo Torresani
55
168
0
23 Apr 2015
Adam: A Method for Stochastic Optimization
Diederik P. Kingma
Jimmy Ba
ODL
1.8K
150,039
0
22 Dec 2014
Hypercolumns for Object Segmentation and Fine-grained Localization
Bharath Hariharan
Pablo Arbeláez
Ross B. Girshick
Jitendra Malik
SSeg
128
1,595
0
21 Nov 2014
Fast Edge Detection Using Structured Forests
Piotr Dollár
C. L. Zitnick
78
932
0
20 Jun 2014
Microsoft COCO: Common Objects in Context
Nayeon Lee
Michael Maire
Serge J. Belongie
Lubomir Bourdev
Ross B. Girshick
James Hays
Pietro Perona
Deva Ramanan
C. L. Zitnick
Piotr Dollár
ObjD
413
43,638
0
01 May 2014
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