Coincidence, Categorization, and Consolidation: Learning to Recognize
Sounds with Minimal Supervision

Coincidence, Categorization, and Consolidation: Learning to Recognize Sounds with Minimal Supervision

14 November 2019

Rif A. Saurous

Papers citing "Coincidence, Categorization, and Consolidation: Learning to Recognize Sounds with Minimal Supervision"

17 / 17 papers shown

Title
Self-supervised audio representation learning for mobile devices Marco Tagliasacchi Beat Gfeller Félix de Chaumont Quitry Dominik Roblek SSL AI4TS 26 46 0 24 May 2019
Deep Clustering for Unsupervised Learning of Visual Features Mathilde Caron Piotr Bojanowski Armand Joulin Matthijs Douze SSL 78 1,878 0 15 Jul 2018
Representation Learning with Contrastive Predictive Coding Aaron van den Oord Yazhe Li Oriol Vinyals DRL SSL 231 10,152 0 10 Jul 2018
The Sound of Pixels Hang Zhao Chuang Gan Andrew Rouditchenko Carl Vondrick Josh H. McDermott Antonio Torralba VLM 63 535 0 09 Apr 2018
Jointly Discovering Visual Objects and Spoken Words from Raw Sensory Input David Harwath Adrià Recasens Dídac Surís Galen Chuang Antonio Torralba James R. Glass 61 200 0 04 Apr 2018
Unsupervised Representation Learning by Predicting Image Rotations Spyros Gidaris Praveer Singh N. Komodakis OOD SSL DRL 198 3,272 0 21 Mar 2018
Learning to Localize Sound Source in Visual Scenes Arda Senocak Tae-Hyun Oh Junsik Kim Ming-Hsuan Yang In So Kweon SSL 57 344 0 10 Mar 2018
Unsupervised learning from videos using temporal coherency deep networks Carolina Redondo-Cabrera Roberto J. López-Sastre AI4TS SSL 45 15 0 24 Jan 2018
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 70 131 0 06 Nov 2017
Look, Listen and Learn Relja Arandjelović Andrew Zisserman SSL 82 900 0 23 May 2017
CNN Architectures for Large-Scale Audio Classification Shawn Hershey Sourish Chaudhuri D. Ellis J. Gemmeke A. Jansen ... Rif A. Saurous Bryan Seybold M. Slaney Ron J. Weiss K. Wilson 92 2,488 0 29 Sep 2016
Cognitive Science in the era of Artificial Intelligence: A roadmap for reverse-engineering the infant language-learner Emmanuel Dupoux 56 152 0 29 Jul 2016
Context Encoders: Feature Learning by Inpainting Deepak Pathak Philipp Krahenbuhl Jeff Donahue Trevor Darrell Alexei A. Efros SSL 48 5,277 0 25 Apr 2016
Colorful Image Colorization Richard Y. Zhang Phillip Isola Alexei A. Efros 112 3,527 0 28 Mar 2016
Unsupervised Deep Embedding for Clustering Analysis Junyuan Xie Ross B. Girshick Ali Farhadi SSL 68 2,855 0 19 Nov 2015
Unsupervised Visual Representation Learning by Context Prediction Carl Doersch Abhinav Gupta Alexei A. Efros DRL SSL 153 2,777 0 19 May 2015
Learning to See by Moving Pulkit Agrawal João Carreira Jitendra Malik SSL 65 553 0 07 May 2015