Alternate formulation for transform learning. - Jyoti Maggu; Angshul Majumdar (ICVGIP, 2016)

Impulse denoising via transform learning. - Jyoti Maggu; Ramy Hussein; Angshul Majumdar; Rabab K. Ward (GlobalSIP, 2017)

Robust transform learning. - Jyoti Maggu; Angshul Majumdar (ICASSP, 2017)

Greedy deep transform learning. - Jyoti Maggu; Angshul Majumdar (ICIP, 2017)

Kernel transform learning. - Jyoti Maggu; Angshul Majumdar (Pattern Recognit. Lett., 2017)

Transformed Locally Linear Manifold Clustering. - Jyoti Maggu; Angshul Majumdar; Emilie Chouzenoux (EUSIPCO, 2018)

Unsupervised Deep Transform Learning. - Jyoti Maggu; Angshul Majumdar (ICASSP, 2018)

Convolutional Transform Learning. - Jyoti Maggu; Emilie Chouzenoux; Giovanni Chierchia; Angshul Majumdar (ICONIP (3), 2018)

Semi-coupled Transform Learning. - Jyoti Maggu; Angshul Majumdar (ICONIP (3), 2018)

Supervised Kernel Transform Learning. - Jyoti Maggu; Angshul Majumdar (IJCNN, 2019)

Multi-echo Reconstruction from Partial K-space Scans via Adaptively Learnt Basis. - Jyoti Maggu; Prerna Singh; Angshul Majumdar (CoRR, 2019)

Label-Consistent Transform Learning for Hyperspectral Image Classification. - Jyoti Maggu; Hemant Kumar Aggarwal; Angshul Majumdar (IEEE Geosci. Remote. Sens. Lett., 2019)

Simultaneous Detection of Multiple Appliances From Smart-Meter Measurements via Multi-Label Consistent Deep Dictionary Learning and Deep Transform Learning. - Vanika Singhal; Jyoti Maggu; Angshul Majumdar (IEEE Trans. Smart Grid, 2019)

ConFuse: Convolutional Transform Learning Fusion Framework For Multi-Channel Data Analysis. - Pooja Gupta; Jyoti Maggu; Angshul Majumdar; Emilie Chouzenoux; Giovanni Chierchia (EUSIPCO, 2020)

Multi-Label Consistent Convolutional Transform Learning: Application to Non-Intrusive Load Monitoring. - Shikha Singh 001; Jyoti Maggu; Angshul Majumdar; Emilie Chouzenoux; Giovanni Chierchia (ICASSP, 2020)

Deep Convolutional Transform Learning. - Jyoti Maggu; Angshul Majumdar; Emilie Chouzenoux; Giovanni Chierchia (ICONIP (5), 2020)

Deep Convolutional Transform Learning - Extended version. - Jyoti Maggu; Angshul Majumdar; Emilie Chouzenoux; Giovanni Chierchia (CoRR, 2020)

DeConFuse: a deep convolutional transform-based unsupervised fusion framework. - Pooja Gupta; Jyoti Maggu; Angshul Majumdar; Emilie Chouzenoux; Giovanni Chierchia (EURASIP J. Adv. Signal Process., 2020)

Deeply transformed subspace clustering. - Jyoti Maggu; Angshul Majumdar; Emilie Chouzenoux; Giovanni Chierchia (Signal Process., 2020)

Transformed Subspace Clustering. - Jyoti Maggu; Angshul Majumdar; Emilie Chouzenoux (IEEE Trans. Knowl. Data Eng., 2021)

Transductive Inversion via Deep Transform Learning. - Jyoti Maggu; Shalini Sharma; Angshul Majumdar (EUSIPCO, 2022)

FExR.A-DCNN: Facial Emotion Recognition with Attention mechanism using Deep Convolution Neural Network. - Pratishtha Verma; Vasu Aggrawal; Jyoti Maggu (IC3, 2022)

Kernelized transformed subspace clustering with geometric weights for non-linear manifolds. - Jyoti Maggu; Angshul Majumdar (Neurocomputing, 2023)

Clustering Techniques for Hyperspectral Images Using Joint Analysis Dictionary Learning. - Jyoti Maggu; Pratishtha Verma; Roshan Singh (SN Comput. Sci., 2024)

K-BEST subspace clustering: kernel-friendly block-diagonal embedded and similarity-preserving transformed subspace clustering. - Jyoti Maggu; Anurag Goel (Pattern Anal. Appl., 2024)

Label-consistent kernel transform learning-based sparse hashing for cross-modal retrieval. - Jyoti Maggu; Anurag Goel; Rajeev Kumar (Knowl. Inf. Syst., 2025)