Get our free extension to see links to code for papers anywhere online!

 Add to Chrome

 Add to Firefox

CatalyzeX Code Finder - Browser extension linking code for ML papers across the web! | Product Hunt Embed
SuperDeConFuse: A Supervised Deep Convolutional Transform based Fusion Framework for Financial Trading Systems

Nov 09, 2020
Pooja Gupta, Angshul Majumdar, Emilie Chouzenoux, Giovanni Chierchia

* Accepted in Elsevier Expert Systems With Applications 2020 

  Access Paper or Ask Questions

DeConFuse : A Deep Convolutional Transform based Unsupervised Fusion Framework

Nov 09, 2020
Pooja Gupta, Jyoti Maggu, Angshul Majumdar, Emilie Chouzenoux, Giovanni Chierchia

* Accepted at EURASIP JASP 2020 

  Access Paper or Ask Questions

ConFuse: Convolutional Transform Learning Fusion Framework For Multi-Channel Data Analysis

Nov 09, 2020
Pooja Gupta, Jyoti Maggu, Angshul Majumdar, Emilie Chouzenoux, Giovanni Chierchia

* Accepted at EUSIPCO 2020 

  Access Paper or Ask Questions

Deep Convolutional Transform Learning -- Extended version

Oct 02, 2020
Jyoti Maggu, Angshul Majumdar, Emilie Chouzenoux, Giovanni Chierchia

* 10 pages 

  Access Paper or Ask Questions

Semi-supervised Stacked Label Consistent Autoencoder for Reconstruction and Analysis of Biomedical Signals

Dec 11, 2019
Anupriya Gogna, Angshul Majumdar, Rabab Ward

* Final version accepted at IEEE Transactions on Biomedical Engineering 

  Access Paper or Ask Questions

RODEO: Robust DE-aliasing autoencOder for Real-time Medical Image Reconstruction

Dec 11, 2019
Janki Mehta, Angshul Majumdar

* Final paper accepted at Pattern Recognition. arXiv admin note: text overlap with arXiv:1503.06383 

  Access Paper or Ask Questions

Majorization Minimization Technique for Optimally Solving Deep Dictionary Learning

Dec 11, 2019
Vanika Singhal, Angshul Majumdar


  Access Paper or Ask Questions

Deep Sparse Coding for Non-Intrusive Load Monitoring

Dec 11, 2019
Shikha Singh, Angshul Majumdar

* Final version accepted at IEEE Transactions on Smartgrid 

  Access Paper or Ask Questions

Balancing Accuracy and Diversity in Recommendations using Matrix Completion Framework

Dec 11, 2019
Anupriya Gogna, Angshul Majumdar


  Access Paper or Ask Questions

Discriminative Robust Deep Dictionary Learning for Hyperspectral Image Classification

Dec 11, 2019
Vanika Singhal, Hemant K. Aggarwal, Snigdha Tariyal, Angshul Majumdar

* Final version accepted at IEEE Transactions on Geosciences and Remote Sensing 

  Access Paper or Ask Questions

Kernel Transform Learning

Dec 11, 2019
Jyoti Maggu, Angshul Majumdar

* Maggu, J. and Majumdar, A., 2017. Kernel transform learning. Pattern Recognition Letters, 98, pp.117-122 

  Access Paper or Ask Questions

Multi-echo Reconstruction from Partial K-space Scans via Adaptively Learnt Basis

Dec 11, 2019
Jyoti Maggu, Prerna Singh, Angshul Majumdar

* Final version accepted at Magnetic Resonance Imaging 

  Access Paper or Ask Questions

Analysis Co-Sparse Coding for Energy Disaggregation

Dec 11, 2019
Shikha Singh, Angshul Majumdar

* Final version published in IEEE Transactions on Smartgrids 

  Access Paper or Ask Questions

Simultaneous Detection of Multiple Appliances from Smart-meter Measurements via Multi-Label Consistent Deep Dictionary Learning and Deep Transform Learning

Dec 11, 2019
Vanika Singhal, Jyoti Maggu, Angshul Majumdar

* Final paper accepted at IEEE Transactions on Smart Grid 

  Access Paper or Ask Questions

Blind Denoising Autoencoder

Dec 11, 2019
Angshul Majumdar

* The final version accepted at IEEE Transactions on Neural Networks and Learning Systems 

  Access Paper or Ask Questions

Discriminative Autoencoder for Feature Extraction: Application to Character Recognition

Dec 11, 2019
Anupriya Gogna, Angshul Majumdar

* The final version has been accepted at Neural Processing Letters 

  Access Paper or Ask Questions

Row-Sparse Discriminative Deep Dictionary Learning for Hyperspectral Image Classification

Dec 11, 2019
Vanika Singhal, Angshul Majumdar

* Accepted at IEEE JSTARS 

  Access Paper or Ask Questions

Label Consistent Transform Learning for Hyperspectral Image Classification

Dec 11, 2019
Jyoti Maggu, Hemant K. Aggarwal, Angshul Majumdar

* A modified version has been accepted at IEEE Geosciences and Remote Sensing Letters 

  Access Paper or Ask Questions

Recurrent Transform Learning

Dec 11, 2019
Megha Gupta, Angshul Majumdar

* A slightly different version has been accepted at Neural Networks 

  Access Paper or Ask Questions

Non-intrusive Load Monitoring via Multi-label Sparse Representation based Classification

Dec 11, 2019
Shikha Singh, Angshul Majumdar

* The final version has been accepted at IEEE Transactions on Smartgrid 

  Access Paper or Ask Questions

Deep Latent Factor Model for Collaborative Filtering

Dec 10, 2019
Aanchal Mongia, Neha Jhamb, Emilie Chouzenoux, Angshul Majumdar

* This is an initial draft of the accepted paper at Elsevier Signal Processing 

  Access Paper or Ask Questions

Transformed Subspace Clustering

Dec 10, 2019
Jyoti Maggu, Angshul Majumdar, Emilie Chouzenoux


  Access Paper or Ask Questions

Reconstructing Multi-echo Magnetic Resonance Images via Structured Deep Dictionary Learning

Dec 10, 2019
Vanika Singhal, Angshul Majumdar

* Final version accepted at Neurocomputing 

  Access Paper or Ask Questions

Multi Label Restricted Boltzmann Machine for Non-Intrusive Load Monitoring

Oct 17, 2019
Sagar Verma, Shikha Singh, Angshul Majumdar

* 5 pages, ICASSP2019 

  Access Paper or Ask Questions

Collaborative Filtering with Label Consistent Restricted Boltzmann Machine

Oct 17, 2019
Sagar Verma, Prince Patel, Angshul Majumdar

* 6 pages, ICAPR 2017, Code: https://github.com/sagarverma/LC-CFRBM 

  Access Paper or Ask Questions

Motion Blur removal via Coupled Autoencoder

Dec 24, 2018
Kavya Gupta, Brojeshwar Bhowmick, Angshul Majumdar

* 2017 IEEE International Conference on Image Processing (ICIP)(pages - 480-484, September 2017) 

  Access Paper or Ask Questions

Coupled Analysis Dictionary Learning to inductively learn inversion: Application to real-time reconstruction of Biomedical signals

Dec 24, 2018
Kavya Gupta, Brojeshwar Bhowmick, Angshul Majumdar

* 2018 International Joint Conference on Neural Networks (IJCNN)(July 2018) 

  Access Paper or Ask Questions

Hierarchical Representation Learning for Kinship Verification

May 27, 2018
Naman Kohli, Mayank Vatsa, Richa Singh, Afzel Noore, Angshul Majumdar

* IEEE Transactions on Image Processing ( Volume: 26, Issue: 1, Jan. 2017 ) 

  Access Paper or Ask Questions

MagnifyMe: Aiding Cross Resolution Face Recognition via Identity Aware Synthesis

Feb 22, 2018
Maneet Singh, Shruti Nagpal, Richa Singh, Mayank Vatsa, Angshul Majumdar


  Access Paper or Ask Questions

Indian Regional Movie Dataset for Recommender Systems

Jan 07, 2018
Prerna Agarwal, Richa Verma, Angshul Majumdar

* 7 pages, 8 figures, open-source Indian movie rating dataset, metadata of movies and users 

  Access Paper or Ask Questions