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The Curious Robot: Learning Visual Representations via Physical
  Interactions
v1v2 (latest)

The Curious Robot: Learning Visual Representations via Physical Interactions

5 April 2016
Lerrel Pinto
Dhiraj Gandhi
Yuanfeng Han
Yong‐Lae Park
Abhinav Gupta
ArXiv (abs)PDFHTML

Papers citing "The Curious Robot: Learning Visual Representations via Physical Interactions"

50 / 112 papers shown
PyRobot: An Open-source Robotics Framework for Research and Benchmarking
PyRobot: An Open-source Robotics Framework for Research and Benchmarking
Adithyavairavan Murali
Tao Chen
Kalyan Vasudev Alwala
Dhiraj Gandhi
Lerrel Pinto
Saurabh Gupta
Abhinav Gupta
189
113
0
19 Jun 2019
ViTa-SLAM: A Bio-inspired Visuo-Tactile SLAM for Navigation while
  Interacting with Aliased Environments
ViTa-SLAM: A Bio-inspired Visuo-Tactile SLAM for Navigation while Interacting with Aliased EnvironmentsIEEE International Conference on Cyborg and Bionic Systems (ICCBS), 2019
Oliver Struckmeier
Kshitij Tiwari
Mohammed Salman
M. Pearson
Ville Kyrki
130
19
0
14 Jun 2019
DensePhysNet: Learning Dense Physical Object Representations via
  Multi-step Dynamic Interactions
DensePhysNet: Learning Dense Physical Object Representations via Multi-step Dynamic Interactions
Zhenjia Xu
Jiajun Wu
Andy Zeng
J. Tenenbaum
Shuran Song
AI4CE
155
131
0
10 Jun 2019
Human Visual Understanding for Cognition and Manipulation -- A primer
  for the roboticist
Human Visual Understanding for Cognition and Manipulation -- A primer for the roboticist
Martin Hjelm
155
0
0
13 May 2019
Bounce and Learn: Modeling Scene Dynamics with Real-World Bounces
Bounce and Learn: Modeling Scene Dynamics with Real-World Bounces
Senthil Purushwalkam
Abhinav Gupta
D. Kaufman
Bryan C. Russell
3DHSSL
182
21
0
15 Apr 2019
Multigrid Predictive Filter Flow for Unsupervised Learning on Videos
Multigrid Predictive Filter Flow for Unsupervised Learning on Videos
Shu Kong
Charless C. Fowlkes
199
16
0
02 Apr 2019
Intelligent Autonomous Things on the Battlefield
Intelligent Autonomous Things on the Battlefield
Alexander Kott
Ethan Stump
91
11
0
26 Feb 2019
Invariant Feature Mappings for Generalizing Affordance Understanding
  Using Regularized Metric Learning
Invariant Feature Mappings for Generalizing Affordance Understanding Using Regularized Metric Learning
Martin Hjelm
Carl Henrik Ek
Renaud Detry
Danica Kragic
88
1
0
30 Jan 2019
Modular meta-learning in abstract graph networks for combinatorial
  generalization
Modular meta-learning in abstract graph networks for combinatorial generalization
Ferran Alet
Maria Bauzá
Alberto Rodriguez
Tomas Lozano-Perez
L. Kaelbling
GNN
160
3
0
19 Dec 2018
Learning to Learn How to Learn: Self-Adaptive Visual Navigation Using
  Meta-Learning
Learning to Learn How to Learn: Self-Adaptive Visual Navigation Using Meta-Learning
Mitchell Wortsman
Kiana Ehsani
Mohammad Rastegari
Ali Farhadi
Roozbeh Mottaghi
SSL
379
248
0
03 Dec 2018
Visual Foresight: Model-Based Deep Reinforcement Learning for
  Vision-Based Robotic Control
Visual Foresight: Model-Based Deep Reinforcement Learning for Vision-Based Robotic Control
F. Ebert
Chelsea Finn
Sudeep Dasari
Annie Xie
Alex X. Lee
Sergey Levine
SSL
360
431
0
03 Dec 2018
Grasp2Vec: Learning Object Representations from Self-Supervised Grasping
Grasp2Vec: Learning Object Representations from Self-Supervised GraspingConference on Robot Learning (CoRL), 2018
Eric Jang
Coline Devin
Vincent Vanhoucke
Sergey Levine
SSL
203
117
0
16 Nov 2018
Sample-Efficient Learning of Nonprehensile Manipulation Policies via
  Physics-Based Informed State Distributions
Sample-Efficient Learning of Nonprehensile Manipulation Policies via Physics-Based Informed State Distributions
Lerrel Pinto
Aditya Mandalika
Brian Hou
S. Srinivasa
99
13
0
24 Oct 2018
Machine Common Sense Concept Paper
Machine Common Sense Concept Paper
David Gunning
VLMLRM
240
45
0
17 Oct 2018
Multiple Interactions Made Easy (MIME): Large Scale Demonstrations Data
  for Imitation
Multiple Interactions Made Easy (MIME): Large Scale Demonstrations Data for Imitation
Pratyusha Sharma
Lekha Mohan
Lerrel Pinto
Abhinav Gupta
173
133
0
16 Oct 2018
Identification of Invariant Sensorimotor Structures as a Prerequisite
  for the Discovery of Objects
Identification of Invariant Sensorimotor Structures as a Prerequisite for the Discovery of Objects
N. L. Hir
Olivier Sigaud
Alban Laflaquière
97
6
0
11 Oct 2018
Interpretable Intuitive Physics Model
Interpretable Intuitive Physics Model
Tian-Chun Ye
Xinyu Wang
James Davidson
Abhinav Gupta
DRLAI4CE
232
57
0
29 Aug 2018
Video Jigsaw: Unsupervised Learning of Spatiotemporal Context for Video
  Action Recognition
Video Jigsaw: Unsupervised Learning of Spatiotemporal Context for Video Action Recognition
Unaiza Ahsan
Rishi Madhok
Irfan Essa
SSL
160
116
0
22 Aug 2018
Learning Actionable Representations from Visual Observations
Learning Actionable Representations from Visual Observations
Debidatta Dwibedi
Jonathan Tompson
Corey Lynch
P. Sermanet
SSL
301
83
0
02 Aug 2018
Neural Task Graphs: Generalizing to Unseen Tasks from a Single Video
  Demonstration
Neural Task Graphs: Generalizing to Unseen Tasks from a Single Video Demonstration
De-An Huang
Suraj Nair
Danfei Xu
Yuke Zhu
Animesh Garg
Li Fei-Fei
Silvio Savarese
Juan Carlos Niebles
188
149
0
10 Jul 2018
Tracking Emerges by Colorizing Videos
Tracking Emerges by Colorizing Videos
Carl Vondrick
Abhinav Shrivastava
Alireza Fathi
S. Guadarrama
Kevin Patrick Murphy
304
395
0
25 Jun 2018
Learning Instance Segmentation by Interaction
Learning Instance Segmentation by Interaction
Deepak Pathak
Yide Shentu
Dian Chen
Pulkit Agrawal
Trevor Darrell
Sergey Levine
Jitendra Malik
164
47
0
21 Jun 2018
Self-Supervised Feature Learning by Learning to Spot Artifacts
Self-Supervised Feature Learning by Learning to Spot Artifacts
Simon Jenni
Paolo Favaro
SSL
354
130
0
13 Jun 2018
Learning Awareness Models
Learning Awareness Models
Brandon Amos
Laurent Dinh
Serkan Cabi
Thomas Rothörl
Sergio Gomez Colmenarejo
Alistair Muldal
Tom Erez
Yuval Tassa
Nando de Freitas
Misha Denil
297
47
0
17 Apr 2018
Binge Watching: Scaling Affordance Learning from Sitcoms
Binge Watching: Scaling Affordance Learning from Sitcoms
Xinyu Wang
Rohit Girdhar
Abhinav Gupta
182
88
0
09 Apr 2018
Universal Planning Networks
Universal Planning Networks
A. Srinivas
Allan Jabri
Pieter Abbeel
Sergey Levine
Chelsea Finn
SSL
184
146
0
02 Apr 2018
Who Let The Dogs Out? Modeling Dog Behavior From Visual Data
Who Let The Dogs Out? Modeling Dog Behavior From Visual Data
Kiana Ehsani
Hessam Bagherinezhad
Joseph Redmon
Roozbeh Mottaghi
Ali Farhadi
VGen
232
60
0
28 Mar 2018
A Survey of Deep Learning Techniques for Mobile Robot Applications
A Survey of Deep Learning Techniques for Mobile Robot Applications
Jahanzaib Shabbir
T. Anwer
218
38
0
20 Mar 2018
ViTac: Feature Sharing between Vision and Tactile Sensing for Cloth
  Texture Recognition
ViTac: Feature Sharing between Vision and Tactile Sensing for Cloth Texture Recognition
Shan Luo
Wenzhen Yuan
Edward H. Adelson
Anthony G. Cohn
R. Fuentes
202
151
0
21 Feb 2018
State Representation Learning for Control: An Overview
State Representation Learning for Control: An Overview
Timothée Lesort
Natalia Díaz Rodríguez
Jean-François Goudou
David Filliat
OffRL
341
347
0
12 Feb 2018
Cross-Domain Self-supervised Multi-task Feature Learning using Synthetic
  Imagery
Cross-Domain Self-supervised Multi-task Feature Learning using Synthetic Imagery
Zhongzheng Ren
Yong Jae Lee
SSLOOD
218
216
0
24 Nov 2017
Temporal Relational Reasoning in Videos
Temporal Relational Reasoning in Videos
Bolei Zhou
A. Andonian
Aude Oliva
Antonio Torralba
NAI
474
1,107
0
22 Nov 2017
Fast Model Identification via Physics Engines for Data-Efficient Policy
  Search
Fast Model Identification via Physics Engines for Data-Efficient Policy Search
Shaojun Zhu
A. Kimmel
Kostas E. Bekris
Abdeslam Boularias
275
17
0
24 Oct 2017
Are we done with object recognition? The iCub robot's perspective
Are we done with object recognition? The iCub robot's perspective
Giulia Pasquale
C. Ciliberto
Francesca Odone
Lorenzo Rosasco
Lorenzo Natale
211
43
0
28 Sep 2017
Unsupervised state representation learning with robotic priors: a
  robustness benchmark
Unsupervised state representation learning with robotic priors: a robustness benchmark
Timothée Lesort
Mathieu Seurin
Xinrui Li
Natalia Díaz Rodríguez
David Filliat
SSLDRL
258
33
0
15 Sep 2017
Multi-task Self-Supervised Visual Learning
Multi-task Self-Supervised Visual Learning
Carl Doersch
Andrew Zisserman
SSL
284
658
0
25 Aug 2017
Learning 6-DOF Grasping Interaction via Deep Geometry-aware 3D
  Representations
Learning 6-DOF Grasping Interaction via Deep Geometry-aware 3D Representations
Xinchen Yan
Jasmine Hsu
Mohi Khansari
Yunfei Bai
Arkanath Pathak
Abhinav Gupta
James Davidson
Honglak Lee
247
8
0
24 Aug 2017
Representation Learning by Learning to Count
Representation Learning by Learning to Count
M. Noroozi
Hamed Pirsiavash
Paolo Favaro
SSL
224
378
0
22 Aug 2017
Deep Object-Centric Representations for Generalizable Robot Learning
Deep Object-Centric Representations for Generalizable Robot LearningIEEE International Conference on Robotics and Automation (ICRA), 2017
Coline Devin
Pieter Abbeel
Trevor Darrell
Sergey Levine
SSLOCL
301
119
0
14 Aug 2017
CASSL: Curriculum Accelerated Self-Supervised Learning
CASSL: Curriculum Accelerated Self-Supervised Learning
Adithyavairavan Murali
Lerrel Pinto
Dhiraj Gandhi
Abhinav Gupta
SSL
128
36
0
04 Aug 2017
Learning to Singulate Objects using a Push Proposal Network
Learning to Singulate Objects using a Push Proposal Network
Andreas Eitel
Nico Hauff
Wolfram Burgard
236
85
0
25 Jul 2017
cvpaper.challenge in 2016: Futuristic Computer Vision through 1,600
  Papers Survey
cvpaper.challenge in 2016: Futuristic Computer Vision through 1,600 Papers Survey
Hirokatsu Kataoka
Soma Shirakabe
Yun He
S. Ueta
Teppei Suzuki
...
Ryousuke Takasawa
Masataka Fuchida
Yudai Miyashita
Kazushige Okayasu
Yuta Matsuzaki
239
1
0
20 Jul 2017
Revisiting Unreasonable Effectiveness of Data in Deep Learning Era
Revisiting Unreasonable Effectiveness of Data in Deep Learning Era
Chen Sun
Abhinav Shrivastava
Saurabh Singh
Abhinav Gupta
VLM
450
2,612
0
10 Jul 2017
Teaching Compositionality to CNNs
Teaching Compositionality to CNNsComputer Vision and Pattern Recognition (CVPR), 2017
Austin Stone
Hua-Yan Wang
Michael Stark
Yi Liu
D. Phoenix
Dileep George
CoGe
140
55
0
14 Jun 2017
The "something something" video database for learning and evaluating
  visual common sense
The "something something" video database for learning and evaluating visual common senseIEEE International Conference on Computer Vision (ICCV), 2017
Raghav Goyal
Samira Ebrahimi Kahou
Vincent Michalski
Joanna Materzynska
S. Westphal
...
Moritz Mueller-Freitag
F. Hoppe
Christian Thurau
Ingo Bax
Roland Memisevic
VLM
441
1,787
0
13 Jun 2017
Deep Learning is Robust to Massive Label Noise
Deep Learning is Robust to Massive Label Noise
David Rolnick
Andreas Veit
Serge J. Belongie
Nir Shavit
NoLa
264
602
0
30 May 2017
Visual Semantic Planning using Deep Successor Representations
Visual Semantic Planning using Deep Successor Representations
Yuke Zhu
Daniel Gordon
Eric Kolve
Dieter Fox
Li Fei-Fei
Abhinav Gupta
Roozbeh Mottaghi
Ali Farhadi
199
142
0
23 May 2017
Learning Image Relations with Contrast Association Networks
Learning Image Relations with Contrast Association Networks
Yao Lu
Zhirong Yang
Arno Solin
Samuel Kaski
166
2
0
16 May 2017
Harvesting Multiple Views for Marker-less 3D Human Pose Annotations
Harvesting Multiple Views for Marker-less 3D Human Pose Annotations
Georgios Pavlakos
Xiaowei Zhou
Konstantinos G. Derpanis
Kostas Daniilidis
3DH
165
201
0
16 Apr 2017
Learning to Estimate Pose by Watching Videos
Learning to Estimate Pose by Watching Videos
Prabuddha Chakraborty
Vinay P. Namboodiri
SSL3DH
135
3
0
13 Apr 2017
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