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Learning to See by Moving

7 May 2015

Papers citing "Learning to See by Moving"

50 / 326 papers shown

Title
Self-supervised learning of a facial attribute embedding from video Olivia Wiles A. Sophia Koepke Andrew Zisserman CVBM SSL 176 139 0 21 Aug 2018
Unsupervised learning of foreground object detection Ioana Croitoru Simion-Vlad Bogolin Marius Leordeanu OCL 193 52 0 14 Aug 2018
DeepTAM: Deep Tracking and Mapping Huizhong Zhou Benjamin Ummenhofer Thomas Brox 3DV 261 238 0 06 Aug 2018
Incorporating Scalability in Unsupervised Spatio-Temporal Feature Learning S. Paul Sourya Roy Amit K. Roy-Chowdhury SSL 147 1 0 06 Aug 2018
Invariant Information Clustering for Unsupervised Image Classification and SegmentationIEEE International Conference on Computer Vision (ICCV), 2018 Xu Ji João F. Henriques Andrea Vedaldi SSL VLM 422 912 0 17 Jul 2018
ENG: End-to-end Neural Geometry for Robust Depth and Pose Estimation using CNNs Thanuja Dharmasiri Andrew Spek Tom Drummond 3DV MDE 137 17 0 16 Jul 2018
Cross Pixel Optical Flow Similarity for Self-Supervised Learning Aravindh Mahendran James Thewlis Andrea Vedaldi SSL 184 65 0 15 Jul 2018
Deep Clustering for Unsupervised Learning of Visual Features Mathilde Caron Piotr Bojanowski Armand Joulin Matthijs Douze SSL 987 2,136 0 15 Jul 2018
Deep Multimodal Clustering for Unsupervised Audiovisual Learning Di Hu Feiping Nie Xuelong Li SSL 173 8 0 09 Jul 2018
Discovery of Latent 3D Keypoints via End-to-end Geometric ReasoningNeural Information Processing Systems (NeurIPS), 2018 Supasorn Suwajanakorn Noah Snavely Jonathan Tompson Mohammad Norouzi 3DPC 3DV 245 257 0 05 Jul 2018
TextTopicNet - Self-Supervised Learning of Visual Features Through Embedding Images on Semantic Text Spaces Yash J. Patel L. G. I. Bigorda Raul Gomez Marçal Rusiñol Dimosthenis Karatzas C. V. Jawahar SSL 95 8 0 04 Jul 2018
Learning Instance Segmentation by Interaction Deepak Pathak Yide Shentu Dian Chen Pulkit Agrawal Trevor Darrell Sergey Levine Jitendra Malik 157 47 0 21 Jun 2018
Self-Supervised Feature Learning by Learning to Spot Artifacts Simon Jenni Paolo Favaro SSL 310 130 0 13 Jun 2018
Joint Learning of Motion Estimation and Segmentation for Cardiac MR Image Sequences C. Qin Wenjia Bai Jo Schlemper S. Petersen Stefan K. Piechnik S. Neubauer Daniel Rueckert MedIm 176 170 0 11 Jun 2018
Self-supervisory Signals for Object Discovery and Detection Etienne Pot Alexander Toshev Jana Kosecka ObjD 127 9 0 08 Jun 2018
A Classification approach towards Unsupervised Learning of Visual Representations Aditya Vora SSL 63 0 0 01 Jun 2018
Deep Semantic Architecture with discriminative feature visualization for neuroimage analysis Arna Ghosh F. Maso M. Roig G. Mitsis M. Boudrias 126 6 0 29 May 2018
Less is More: Surgical Phase Recognition with Less Annotations through Self-Supervised Pre-training of CNN-LSTM Networks Gaurav Yengera Didier Mutter J. Marescaux N. Padoy 157 75 0 22 May 2018
Fighting Fake News: Image Splice Detection via Learned Self-Consistency Minyoung Huh Andrew Liu Andrew Owens Alexei A. Efros SSL 372 430 0 10 May 2018
Visual Global Localization with a Hybrid WNN-CNN Approach Avelino Forechi Thiago Oliveira-Santos C. Badue Alberto F. de Souza 227 7 0 08 May 2018
Boosting Self-Supervised Learning via Knowledge Transfer M. Noroozi Ananth Vinjimoor Paolo Favaro Hamed Pirsiavash SSL 454 312 0 01 May 2018
Better and Faster: Knowledge Transfer from Multiple Self-supervised Learning Tasks via Graph Distillation for Video Classification Chenrui Zhang Yuxin Peng SSL 136 60 0 26 Apr 2018
Actor and Observer: Joint Modeling of First and Third-Person Videos Gunnar Sigurdsson Abhinav Gupta Cordelia Schmid Ali Farhadi Alahari Karteek EgoV 212 178 0 25 Apr 2018
Taskonomy: Disentangling Task Transfer Learning Amir Zamir Alexander Sax Bokui (William) Shen Leonidas Guibas Jitendra Malik Silvio Savarese 409 1,320 0 23 Apr 2018
One-Shot Learning using Mixture of Variational Autoencoders: a Generalization Learning approachAdaptive Agents and Multi-Agent Systems (AAMAS), 2018 Decebal Constantin Mocanu Elena Mocanu BDL VLM DRL 118 19 0 18 Apr 2018
Class Subset Selection for Transfer Learning using Submodularity Varun Manjunatha Srikumar Ramalingam Tim K. Marks L. Davis 118 6 0 30 Mar 2018
Who Let The Dogs Out? Modeling Dog Behavior From Visual Data Kiana Ehsani Hessam Bagherinezhad Joseph Redmon Roozbeh Mottaghi Ali Farhadi VGen 216 60 0 28 Mar 2018
Unsupervised Representation Learning by Predicting Image Rotations Spyros Gidaris Praveer Singh N. Komodakis OOD SSL DRL 859 3,493 0 21 Mar 2018
Unsupervised Learning of Monocular Depth Estimation and Visual Odometry with Deep Feature Reconstruction Huangying Zhan Ravi Garg C. Weerasekera Kejie Li Harsh Agarwal Ian Reid MDE 374 664 0 11 Mar 2018
Representation Learning in Partially Observable Environments using Sensorimotor Prediction Thibaut Kulak Michael Garcia Ortiz SSL 49 1 0 01 Mar 2018
Stochastic Video Generation with a Learned Prior Emily L. Denton Rob Fergus VGen 278 554 0 21 Feb 2018
Learning Image Representations by Completing Damaged Jigsaw Puzzles Dahun Kim Donghyeon Cho Donggeun Yoo In So Kweon SSL 165 167 0 06 Feb 2018
Object category learning and retrieval with weak supervision Steven Hickson A. Angelova Irfan Essa Rahul Sukthankar OCL 178 7 0 26 Jan 2018
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric Richard Y. Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang EGVM 1.1K 15,039 0 11 Jan 2018
Net2Vec: Quantifying and Explaining how Concepts are Encoded by Filters in Deep Neural Networks Ruth C. Fong Andrea Vedaldi FAtt 221 278 0 10 Jan 2018
Learning Sight from Sound: Ambient Sound Provides Supervision for Visual LearningInternational Journal of Computer Vision (IJCV), 2017 Andrew Owens Jiajun Wu Josh H. McDermott William T. Freeman Antonio Torralba SSL 261 170 0 20 Dec 2017
Objects that Sound Relja Arandjelović Andrew Zisserman ObjD VOS 287 552 0 18 Dec 2017
Self-Supervised Relative Depth Learning for Urban Scene Understanding Huaizu Jiang Erik Learned-Miller Gustav Larsson Michael Maire Gregory Shakhnarovich OOD SSL 109 9 0 13 Dec 2017
Exploiting the potential of unlabeled endoscopic video data with self-supervised learning T. Ross David Zimmerer A. Vemuri Hyunjin Park Manuel Wiesenfarth ... H. Kenngott Stefanie Speidel Annette Kopp-Schneider Klaus Maier-Hein Lena Maier-Hein MedIm SSL 148 134 0 27 Nov 2017
Cross-Domain Self-supervised Multi-task Feature Learning using Synthetic Imagery Zhongzheng Ren Yong Jae Lee SSL OOD 213 216 0 24 Nov 2017
Improvements to context based self-supervised learning T. N. Mundhenk Mark A. Lemley Barry Y. Chen SSL 231 124 0 17 Nov 2017
Interpreting Deep Visual Representations via Network Dissection Bolei Zhou David Bau A. Oliva Antonio Torralba FAtt MILM 209 350 0 15 Nov 2017
Unsupervised Learning of Semantic Audio Representations A. Jansen Manoj Plakal R. Pandya D. Ellis Shawn Hershey Jiayang Liu R. C. Moore Rif A. Saurous SSL 166 135 0 06 Nov 2017
Generic 3D Representation via Pose Estimation and MatchingEuropean Conference on Computer Vision (ECCV), 2016 Amir Zamir T. Wekel Pulkit Agrawal Colin Wei Jitendra Malik Silvio Savarese 3DV 276 95 0 23 Oct 2017
Are we done with object recognition? The iCub robot's perspective Giulia Pasquale C. Ciliberto Francesca Odone Lorenzo Rosasco Lorenzo Natale 176 43 0 28 Sep 2017
Playing for Benchmarks Stephan R. Richter Zeeshan Hayder V. Koltun 257 491 0 21 Sep 2017
Towards CNN map representation and compression for camera relocalisation Luis Contreras W. Mayol-Cuevas 132 6 0 15 Sep 2017
ShapeCodes: Self-Supervised Feature Learning by Lifting Views to Viewgrids Dinesh Jayaraman Ruohan Gao Kristen Grauman SSL 253 5 0 01 Sep 2017
Semantic Texture for Robust Dense Tracking J. Czarnowski Stefan Leutenegger Andrew J. Davison 3DV 78 20 0 29 Aug 2017
Multi-task Self-Supervised Visual Learning Carl Doersch Andrew Zisserman SSL 233 656 0 25 Aug 2017