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1505.01596
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Learning to See by Moving
7 May 2015
Pulkit Agrawal
João Carreira
Jitendra Malik
SSL
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Papers citing
"Learning to See by Moving"
50 / 326 papers shown
Towards Self-Supervised Gaze Estimation
British Machine Vision Conference (BMVC), 2022
Arya Farkhondeh
Cristina Palmero
Simone Scardapane
Sergio Escalera
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205
11
0
21 Mar 2022
Discovering Objects that Can Move
Computer Vision and Pattern Recognition (CVPR), 2022
Zhipeng Bao
P. Tokmakov
Allan Jabri
Yu-Xiong Wang
Adrien Gaidon
M. Hebert
OCL
221
50
0
18 Mar 2022
Object discovery and representation networks
European Conference on Computer Vision (ECCV), 2022
Olivier J. Hénaff
Skanda Koppula
Evan Shelhamer
Daniel Zoran
Andrew Jaegle
Andrew Zisserman
João Carreira
Relja Arandjelović
425
95
0
16 Mar 2022
Vision Models Are More Robust And Fair When Pretrained On Uncurated Images Without Supervision
Priya Goyal
Quentin Duval
Isaac Seessel
Mathilde Caron
Ishan Misra
Levent Sagun
Armand Joulin
Piotr Bojanowski
VLM
SSL
415
122
0
16 Feb 2022
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
211
55
0
04 Jan 2022
Contextualized Spatio-Temporal Contrastive Learning with Self-Supervision
Liangzhe Yuan
Rui Qian
Huayu Chen
Boqing Gong
Florian Schroff
Ming-Hsuan Yang
Hartwig Adam
Ting Liu
AI4TS
250
18
0
09 Dec 2021
SimIPU: Simple 2D Image and 3D Point Cloud Unsupervised Pre-Training for Spatial-Aware Visual Representations
Zhenyu Li
Zehui Chen
Ang Li
Liangji Fang
Qinhong Jiang
Xianming Liu
Junjun Jiang
Bolei Zhou
Hang Zhao
3DPC
SSL
278
76
0
09 Dec 2021
Self-supervised Video Transformer
Kanchana Ranasinghe
Muzammal Naseer
Salman Khan
Fahad Shahbaz Khan
Michael S. Ryoo
ViT
338
109
0
02 Dec 2021
SEAL: Self-supervised Embodied Active Learning using Exploration and 3D Consistency
Devendra Singh Chaplot
Murtaza Dalal
Saurabh Gupta
Jitendra Malik
Ruslan Salakhutdinov
313
87
0
02 Dec 2021
PreViTS: Contrastive Pretraining with Video Tracking Supervision
Brian Chen
Ramprasaath R. Selvaraju
Shih-Fu Chang
Juan Carlos Niebles
Nikhil Naik
ViT
245
3
0
01 Dec 2021
Contrastive Object-level Pre-training with Spatial Noise Curriculum Learning
Chenhongyi Yang
Lichao Huang
Elliot J. Crowley
SSL
VLM
186
6
0
26 Nov 2021
RIO: Rotation-equivariance supervised learning of robust inertial odometry
Caifa Zhou
Xiya Cao
Dandan Zeng
Yongliang Wang
OOD
SSL
145
35
0
23 Nov 2021
MixSiam: A Mixture-based Approach to Self-supervised Representation Learning
Xiaoyang Guo
Tianhao Zhao
Yutian Lin
Bo Du
SSL
130
6
0
04 Nov 2021
Equivariant Contrastive Learning
Rumen Dangovski
Li Jing
Charlotte Loh
Seung-Jun Han
Akash Srivastava
Brian Cheung
Pulkit Agrawal
Marin Soljacic
292
87
0
28 Oct 2021
Simple Dialogue System with AUDITED
British Machine Vision Conference (BMVC), 2021
Eugenio Clerico
Piotr Koniusz
206
2
0
22 Oct 2021
Video Autoencoder: self-supervised disentanglement of static 3D structure and motion
Zihang Lai
Sifei Liu
Alexei A. Efros
Xiaolong Wang
VGen
247
34
0
06 Oct 2021
Implicit and Explicit Attention for Zero-Shot Learning
Faisal Alamri
Anjan Dutta
205
9
0
02 Oct 2021
Modelling Neighbor Relation in Joint Space-Time Graph for Video Correspondence Learning
Zixu Zhao
Yueming Jin
Pheng-Ann Heng
SSL
172
22
0
28 Sep 2021
Multi-view Contrastive Self-Supervised Learning of Accounting Data Representations for Downstream Audit Tasks
International Conference on AI in Finance (ICAF), 2021
Marco Schreyer
Timur Sattarov
Damian Borth
MLAU
181
17
0
23 Sep 2021
A Study of the Generalizability of Self-Supervised Representations
Atharva Tendle
Mohammad Rashedul Hasan
283
34
0
19 Sep 2021
Exploring Set Similarity for Dense Self-supervised Representation Learning
Computer Vision and Pattern Recognition (CVPR), 2021
Zhaoqing Wang
Qiang Li
Guoxin Zhang
Pengfei Wan
Wen Zheng
N. Wang
Biwei Huang
Tongliang Liu
SSL
185
48
0
19 Jul 2021
Learning Task Informed Abstractions
International Conference on Machine Learning (ICML), 2021
Xiang Fu
Ge Yang
Pulkit Agrawal
Tommi Jaakkola
292
74
0
29 Jun 2021
Long-Short Temporal Contrastive Learning of Video Transformers
Jue Wang
Gedas Bertasius
Du Tran
Lorenzo Torresani
VLM
ViT
348
56
0
17 Jun 2021
Self-Supervised Learning with Data Augmentations Provably Isolates Content from Style
Neural Information Processing Systems (NeurIPS), 2021
Julius von Kügelgen
Yash Sharma
Luigi Gresele
Wieland Brendel
Bernhard Schölkopf
M. Besserve
Francesco Locatello
423
358
0
08 Jun 2021
Contrastive Learning of Image Representations with Cross-Video Cycle-Consistency
IEEE International Conference on Computer Vision (ICCV), 2021
Haiping Wu
Xiaolong Wang
SSL
160
32
0
13 May 2021
Moving SLAM: Fully Unsupervised Deep Learning in Non-Rigid Scenes
IEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2021
Dan Xu
Andrea Vedaldi
Joao F. Henriques
180
16
0
05 May 2021
Self-Improving Semantic Perception for Indoor Localisation
Conference on Robot Learning (CoRL), 2021
Hermann Blum
Francesco Milano
René Zurbrugg
Roland Siegward
Cesar Cadena
Abel Gawel
244
9
0
04 May 2021
A Large-Scale Study on Unsupervised Spatiotemporal Representation Learning
Computer Vision and Pattern Recognition (CVPR), 2021
Christoph Feichtenhofer
Haoqi Fan
Bo Xiong
Ross B. Girshick
Kaiming He
SSL
AI4TS
330
286
0
29 Apr 2021
Hop-Count Based Self-Supervised Anomaly Detection on Attributed Networks
Tianjin Huang
Yulong Pei
Vlado Menkovski
Mykola Pechenizkiy
245
45
0
16 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
254
19
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
313
69
0
01 Apr 2021
Rethinking Self-supervised Correspondence Learning: A Video Frame-level Similarity Perspective
IEEE International Conference on Computer Vision (ICCV), 2021
Jiarui Xu
Xiaolong Wang
VOS
416
108
0
31 Mar 2021
Contrasting Contrastive Self-Supervised Representation Learning Pipelines
IEEE International Conference on Computer Vision (ICCV), 2021
Klemen Kotar
Gabriel Ilharco
Ludwig Schmidt
Kiana Ehsani
Roozbeh Mottaghi
SSL
314
48
0
25 Mar 2021
Uncertainty-Aware Self-Supervised Learning of Spatial Perception Tasks
IEEE Robotics and Automation Letters (RA-L), 2021
Mirko Nava
Antonio Paolillo
Jérôme Guzzi
L. Gambardella
Alessandro Giusti
SSL
240
16
0
22 Mar 2021
Bootstrapped Self-Supervised Training with Monocular Video for Semantic Segmentation and Depth Estimation
IEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2021
Yihao Zhang
J. Leonard
SSL
MDE
175
5
0
19 Mar 2021
Efficient Visual Pretraining with Contrastive Detection
IEEE International Conference on Computer Vision (ICCV), 2021
Olivier J. Hénaff
Skanda Koppula
Jean-Baptiste Alayrac
Aaron van den Oord
Oriol Vinyals
João Carreira
VLM
SSL
247
179
0
19 Mar 2021
Perspectives and Prospects on Transformer Architecture for Cross-Modal Tasks with Language and Vision
International Journal of Computer Vision (IJCV), 2021
Andrew Shin
Masato Ishii
T. Narihira
310
51
0
06 Mar 2021
DF-VO: What Should Be Learnt for Visual Odometry?
Huangying Zhan
C. Weerasekera
Jiawang Bian
Ravi Garg
Ian Reid
165
54
0
01 Mar 2021
SLPC: a VRNN-based approach for stochastic lidar prediction and completion in autonomous driving
European Signal Processing Conference (EUSIPCO), 2021
George Eskandar
Alexander Braun
M. Meinke
Karim Armanious
Bin Yang
3DV
157
4
0
19 Feb 2021
Self-Supervised Pretraining for RGB-D Salient Object Detection
AAAI Conference on Artificial Intelligence (AAAI), 2021
Xiaoqi Zhao
Youwei Pang
Lihe Zhang
Huchuan Lu
Xiang Ruan
160
74
0
29 Jan 2021
Self-Supervised Representation Learning from Flow Equivariance
IEEE International Conference on Computer Vision (ICCV), 2021
Yuwen Xiong
Mengye Ren
Wenyuan Zeng
R. Urtasun
SSL
260
30
0
16 Jan 2021
Self-Supervised Learning for Segmentation
Abhinav Dhere
J. Sivaswamy
SSL
120
7
0
14 Jan 2021
Knowledge as Invariance -- History and Perspectives of Knowledge-augmented Machine Learning
A. Sagel
Amit Sahu
Stefan Matthes
H. Pfeifer
Tianming Qiu
Harald Ruess
Hao Shen
Julian Wormann
143
3
0
21 Dec 2020
Self-supervised Deep Learning for Reading Activity Classification
M. Islam
Shuji Sakamoto
Yoshihiro Yamada
Andrew W. Vargo
M. Iwata
Masakazu Iwamura
K. Kise
209
2
0
07 Dec 2020
Towards Good Practices in Self-supervised Representation Learning
Srikar Appalaraju
Yi Zhu
Yusheng Xie
István Fehérvári
SSL
154
21
0
01 Dec 2020
Move to See Better: Self-Improving Embodied Object Detection
Zhaoyuan Fang
Ayush Jain
Gabriel H. Sarch
Adam W. Harley
Katerina Fragkiadaki
ObjD
283
9
0
30 Nov 2020
Self-EMD: Self-Supervised Object Detection without ImageNet
Songtao Liu
Zeming Li
Jian Sun
SSL
ObjD
449
98
0
27 Nov 2020
RidgeSfM: Structure from Motion via Robust Pairwise Matching Under Depth Uncertainty
International Conference on 3D Vision (3DV), 2020
Benjamin Graham
David Novotny
3DV
134
4
0
20 Nov 2020
AdCo: Adversarial Contrast for Efficient Learning of Unsupervised Representations from Self-Trained Negative Adversaries
Computer Vision and Pattern Recognition (CVPR), 2020
Q. Hu
Tianlin Li
Wei Hu
Guo-Jun Qi
SSL
319
164
0
17 Nov 2020
Unsupervised Video Representation Learning by Bidirectional Feature Prediction
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2020
Nadine Behrmann
Juergen Gall
M. Noroozi
SSL
MDE
152
31
0
11 Nov 2020
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