Unsupervised Learning of Visual Representations using Videos

4 May 2015

Papers citing "Unsupervised Learning of Visual Representations using Videos"

49 / 99 papers shown

Title
Unsupervised Domain Adaptation through Self-Supervision Yu Sun Eric Tzeng Trevor Darrell Alexei A. Efros OOD SSL 30 236 0 26 Sep 2019
Learning Visual Features Under Motion Invariance Alessandro Betti Marco Gori S. Melacci OOD 11 7 0 01 Sep 2019
On Mutual Information Maximization for Representation Learning Michael Tschannen Josip Djolonga Paul Kishan Rubenstein Sylvain Gelly Mario Lucic SSL 9 486 0 31 Jul 2019
Quadruplet Selection Methods for Deep Embedding Learning Kaan Karaman Erhan Gundogdu Aykut Koç A. Aydin Alatan 13 5 0 22 Jul 2019
Order Matters: Shuffling Sequence Generation for Video Prediction Junyan Wang Bingzhang Hu Yang Long Yu Guan 14 11 0 20 Jul 2019
Self-Supervised Dialogue Learning Jiawei Wu Xin Eric Wang William Yang Wang SSL 16 58 0 30 Jun 2019
Contrastive Multiview Coding Yonglong Tian Dilip Krishnan Phillip Isola SSL 91 2,367 0 13 Jun 2019
Self-Supervised Learning for Contextualized Extractive Summarization Hong Wang Xin Eric Wang Wenhan Xiong Mo Yu Xiaoxiao Guo Shiyu Chang William Yang Wang SSL 29 56 0 11 Jun 2019
Scaling and Benchmarking Self-Supervised Visual Representation Learning Priya Goyal D. Mahajan Abhinav Gupta Ishan Misra SSL 24 396 0 03 May 2019
A critical analysis of self-supervision, or what we can learn from a single image Yuki M. Asano Christian Rupprecht Andrea Vedaldi SSL 27 145 0 30 Apr 2019
Unsupervised Deep Tracking Ning Wang Yibing Song Chao Ma Wen-gang Zhou Wei Liu Houqiang Li 27 332 0 03 Apr 2019
Activity Driven Weakly Supervised Object Detection Zhenheng Yang D. Mahajan Deepti Ghadiyaram Ram Nevatia Vignesh Ramanathan WSOD 6 32 0 02 Apr 2019
Self-Supervised Visual Representations for Cross-Modal Retrieval Yash J. Patel Lluís Gómez Marçal Rusiñol Dimosthenis Karatzas C. V. Jawahar SSL 10 14 0 31 Jan 2019
AET vs. AED: Unsupervised Representation Learning by Auto-Encoding Transformations rather than Data Liheng Zhang Guo-Jun Qi Liqiang Wang Jiebo Luo 14 202 0 14 Jan 2019
Theoretical Guarantees of Deep Embedding Losses Under Label Noise Nam Le J. Odobez NoLa 11 1 0 06 Dec 2018
Unsupervised Single Image Deraining with Self-supervised Constraints Xin Jin Zhibo Chen Jianxin Lin Zhikai Chen Wei Zhou 19 73 0 21 Nov 2018
Cross and Learn: Cross-Modal Self-Supervision Nawid Sayed Biagio Brattoli Bjorn Ommer SSL 30 78 0 09 Nov 2018
Gradient-based Training of Slow Feature Analysis by Differentiable Approximate Whitening Merlin Schuler Hlynur Davíð Hlynsson Laurenz Wiskott 14 13 0 27 Aug 2018
Manipulating Attributes of Natural Scenes via Hallucination Levent Karacan Zeynep Akata Aykut Erdem Erkut Erdem 33 23 0 22 Aug 2018
Unsupervised learning of foreground object detection Ioana Croitoru Simion-Vlad Bogolin Marius Leordeanu OCL 28 48 0 14 Aug 2018
Cross Pixel Optical Flow Similarity for Self-Supervised Learning Aravindh Mahendran James Thewlis Andrea Vedaldi SSL 16 61 0 15 Jul 2018
Representation Learning with Contrastive Predictive Coding Aaron van den Oord Yazhe Li Oriol Vinyals DRL SSL 29 10,033 0 10 Jul 2018
Unsupervised Natural Image Patch Learning Dov Danon Hadar Averbuch-Elor Ohad Fried Daniel Cohen-Or SSL 16 16 0 28 Jun 2018
A neural network trained to predict future video frames mimics critical properties of biological neuronal responses and perception William Lotter Gabriel Kreiman David D. Cox 27 31 0 28 May 2018
Deep Nets: What have they ever done for Vision? Alan Yuille Chenxi Liu 25 97 0 10 May 2018
Better and Faster: Knowledge Transfer from Multiple Self-supervised Learning Tasks via Graph Distillation for Video Classification Chenrui Zhang Yuxin Peng SSL 18 56 0 26 Apr 2018
Taskonomy: Disentangling Task Transfer Learning Amir Zamir Alexander Sax Bokui (William) Shen Leonidas J. Guibas Jitendra Malik Silvio Savarese 11 1,205 0 23 Apr 2018
Class Subset Selection for Transfer Learning using Submodularity Varun Manjunatha Srikumar Ramalingam Tim K. Marks L. Davis 21 6 0 30 Mar 2018
Unsupervised learning from videos using temporal coherency deep networks Carolina Redondo-Cabrera Roberto J. López-Sastre AI4TS SSL 32 15 0 24 Jan 2018
DiscrimNet: Semi-Supervised Action Recognition from Videos using Generative Adversarial Networks Unaiza Ahsan Chen Sun Irfan Essa GAN 21 44 0 22 Jan 2018
Learning Sight from Sound: Ambient Sound Provides Supervision for Visual Learning Andrew Owens Jiajun Wu Josh H. McDermott William T. Freeman Antonio Torralba SSL 41 177 0 20 Dec 2017
Learning Social Image Embedding with Deep Multimodal Attention Networks Feiran Huang Xiaoming Zhang Zhoujun Li Tao Mei Yueying He Zhonghua Zhao 24 20 0 18 Oct 2017
Are we done with object recognition? The iCub robot's perspective Giulia Pasquale C. Ciliberto Francesca Odone Lorenzo Rosasco Lorenzo Natale 11 41 0 28 Sep 2017
Image similarity using Deep CNN and Curriculum Learning Srikar Appalaraju Vineet Chaoji SSL 6 65 0 26 Sep 2017
Discovery of Visual Semantics by Unsupervised and Self-Supervised Representation Learning Gustav Larsson SSL VLM 21 5 0 19 Aug 2017
Unsupervised Incremental Learning of Deep Descriptors From Video Streams F. Pernici A. Bimbo CLL CVBM 21 12 0 11 Aug 2017
CortexNet: a Generic Network Family for Robust Visual Temporal Representations A. Canziani Eugenio Culurciello 11 21 0 08 Jun 2017
Deep Learning is Robust to Massive Label Noise David Rolnick Andreas Veit Serge J. Belongie Nir Shavit NoLa 36 548 0 30 May 2017
Transfer of View-manifold Learning to Similarity Perception of Novel Objects Xingyu Lin Hao Wang Zhihao Li Yimeng Zhang Alan Yuille T. Lee 12 13 0 31 Mar 2017
Self-Taught Convolutional Neural Networks for Short Text Clustering Jiaming Xu Bo Xu Peng Wang Suncong Zheng Guanhua Tian Jun Zhao Bo Xu SSL 26 213 0 01 Jan 2017
Human-In-The-Loop Person Re-Identification Hanxiao Wang S. Gong Xiatian Zhu Tao Xiang 11 109 0 05 Dec 2016
Ensembles of Generative Adversarial Networks Yaxing Wang Lichao Zhang Joost van de Weijer GAN 22 52 0 03 Dec 2016
Recursive Autoconvolution for Unsupervised Learning of Convolutional Neural Networks Boris Knyazev Erhardt Barth T. Martinetz SSL 22 0 0 02 Jun 2016
Unsupervised Learning of Visual Representations by Solving Jigsaw Puzzles M. Noroozi Paolo Favaro SSL 13 2,956 0 30 Mar 2016
Colorful Image Colorization Richard Y. Zhang Phillip Isola Alexei A. Efros 22 3,515 0 28 Mar 2016
Learning Image Matching by Simply Watching Video Gucan Long L. Kneip J. Álvarez Hongdong Li 11 205 0 19 Mar 2016
Unsupervised High-level Feature Learning by Ensemble Projection for Semi-supervised Image Classification and Image Clustering Dengxin Dai Luc Van Gool 29 31 0 02 Feb 2016
Slow and steady feature analysis: higher order temporal coherence in video Dinesh Jayaraman Kristen Grauman 26 143 0 15 Jun 2015
Designing Deep Networks for Surface Normal Estimation Xueliang Wang David Fouhey Abhinav Gupta 3DV SSL 167 353 0 18 Nov 2014