Correlational Neural Networks

Correlational Neural Networks

27 April 2015

Mitesh M. Khapra

Hugo Larochelle

Balaraman Ravindran

Papers citing "Correlational Neural Networks"

17 / 17 papers shown

Title
Self Supervised Correlation-based Permutations for Multi-View Clustering Ran Eisenberg Jonathan Svirsky Ofir Lindenbaum 32 2 0 26 Feb 2024
Deep Variational Multivariate Information Bottleneck -- A Framework for Variational Losses Eslam Abdelaleem I. Nemenman K. M. Martini 30 5 0 05 Oct 2023
Correlated Feature Aggregation by Region Helps Distinguish Aggressive from Indolent Clear Cell Renal Cell Carcinoma Subtypes on CT Karin Stacke Indrani Bhattacharya J. Tse J. Brooks G. Sonn M. Rusu 13 0 0 29 Sep 2022
A review of Generative Adversarial Networks for Electronic Health Records: applications, evaluation measures and data sources Ghadeer O. Ghosheh Jin Li T. Zhu 32 32 0 14 Mar 2022
Evaluation of an Audio-Video Multimodal Deepfake Dataset using Unimodal and Multimodal Detectors Hasam Khalid Minhan Kim Shahroz Tariq Simon S. Woo 23 82 0 07 Sep 2021
Prediction of head motion from speech waveforms with a canonical-correlation-constrained autoencoder JinHong Lu H. Shimodaira 7 8 0 05 Feb 2020
Deep Multi-View Learning via Task-Optimal CCA Heather D. Couture Roland Kwitt J. S. Marron M. Troester C. Perou Marc Niethammer 13 6 0 17 Jul 2019
Deep Multi-View Learning using Neuron-Wise Correlation-Maximizing Regularizers Kui Jia Jiehong Lin Mingkui Tan Dacheng Tao 3DV 22 32 0 25 Apr 2019
An Efficient Approach to Informative Feature Extraction from Multimodal Data Lichen Wang Jiaxiang Wu Shao-Lun Huang Lizhong Zheng Xiangxiang Xu Lin Zhang Junzhou Huang 19 66 0 22 Nov 2018
Semi-supervised Deep Generative Modelling of Incomplete Multi-Modality Emotional Data Changde Du Changying Du Hao Wang Jinpeng Li Wei-Long Zheng Bao-Liang Lu Huiguang He 6 66 0 27 Jul 2018
Correlated discrete data generation using adversarial training Shreyas Patel A. Kakadiya Maitrey Mehta Raj Derasari Rahul Patel Ratnik Gandhi GAN 14 19 0 03 Apr 2018
Deep Multi-view Learning to Rank G. Cao Alexandros Iosifidis Moncef Gabbouj Vijay V. Raghavan Raju N. Gottumukkala 29 14 0 31 Jan 2018
Generalizing the Convolution Operator in Convolutional Neural Networks Kamaledin Ghiasi-Shirazi 15 38 0 14 Jul 2017
Deep Multimodal Representation Learning from Temporal Data Xitong Yang Palghat Ramesh Radha Chitta S. Madhvanath Edgar A. Bernal Jiebo Luo AI4TS 14 94 0 11 Apr 2017
Linking Image and Text with 2-Way Nets Aviv Eisenschtat Lior Wolf 19 176 0 29 Aug 2016
A Convolutional Autoencoder for Multi-Subject fMRI Data Aggregation Po-Hsuan Chen Xia Zhu Hejia Zhang Javier S. Turek Janice Chen Theodore L. Willke Uri Hasson Peter J. Ramadge 29 24 0 17 Aug 2016
A Correlational Encoder Decoder Architecture for Pivot Based Sequence Generation Amrita Saha Mitesh M. Khapra A. Chandar Janarthanan Rajendran Kyunghyun Cho 17 18 0 15 Jun 2016