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2020 – today
- 2024
[j9]Jyoti Maggu, Anurag Goel:
K-BEST subspace clustering: kernel-friendly block-diagonal embedded and similarity-preserving transformed subspace clustering. Pattern Anal. Appl. 27(4): 119 (2024)- [j8]Jyoti Maggu, Pratishtha Verma, Roshan Singh
:
Clustering Techniques for Hyperspectral Images Using Joint Analysis Dictionary Learning. SN Comput. Sci. 5(7): 961 (2024) - 2023
- [j7]Jyoti Maggu, Angshul Majumdar:
Kernelized transformed subspace clustering with geometric weights for non-linear manifolds. Neurocomputing 520: 141-151 (2023) - 2022
- [c14]Jyoti Maggu, Shalini Sharma, Angshul Majumdar:
Transductive Inversion via Deep Transform Learning. EUSIPCO 2022: 1357-1361 - [c13]Pratishtha Verma, Vasu Aggrawal, Jyoti Maggu:
FExR.A-DCNN: Facial Emotion Recognition with Attention mechanism using Deep Convolution Neural Network. IC3 2022: 196-203 - 2021
- [j6]Jyoti Maggu, Angshul Majumdar, Emilie Chouzenoux:
Transformed Subspace Clustering. IEEE Trans. Knowl. Data Eng. 33(4): 1796-1801 (2021) - 2020
- [j5]Pooja Gupta, Jyoti Maggu, Angshul Majumdar, Emilie Chouzenoux, Giovanni Chierchia:
DeConFuse: a deep convolutional transform-based unsupervised fusion framework. EURASIP J. Adv. Signal Process. 2020(1): 26 (2020) - [j4]Jyoti Maggu, Angshul Majumdar, Emilie Chouzenoux, Giovanni Chierchia:
Deeply transformed subspace clustering. Signal Process. 174: 107628 (2020) - [c12]Pooja Gupta, Jyoti Maggu, Angshul Majumdar, Emilie Chouzenoux, Giovanni Chierchia:
ConFuse: Convolutional Transform Learning Fusion Framework For Multi-Channel Data Analysis. EUSIPCO 2020: 1986-1990 - [c11]Shikha Singh, Jyoti Maggu, Angshul Majumdar, Emilie Chouzenoux, Giovanni Chierchia:
Multi-Label Consistent Convolutional Transform Learning: Application to Non-Intrusive Load Monitoring. ICASSP 2020: 4287-4291 - [c10]Jyoti Maggu, Angshul Majumdar, Emilie Chouzenoux, Giovanni Chierchia:
Deep Convolutional Transform Learning. ICONIP (5) 2020: 300-307 - [i8]Jyoti Maggu, Angshul Majumdar, Emilie Chouzenoux, Giovanni Chierchia:
Deep Convolutional Transform Learning - Extended version. CoRR abs/2010.01011 (2020) - [i7]Pooja Gupta, Jyoti Maggu, Angshul Majumdar, Emilie Chouzenoux, Giovanni Chierchia:
ConFuse: Convolutional Transform Learning Fusion Framework For Multi-Channel Data Analysis. CoRR abs/2011.04317 (2020) - [i6]Pooja Gupta, Jyoti Maggu, Angshul Majumdar, Emilie Chouzenoux, Giovanni Chierchia:
DeConFuse : A Deep Convolutional Transform based Unsupervised Fusion Framework. CoRR abs/2011.04337 (2020)
2010 – 2019
- 2019
- [j3]Jyoti Maggu, Hemant Kumar Aggarwal, Angshul Majumdar:
Label-Consistent Transform Learning for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 16(9): 1502-1506 (2019) - [j2]Vanika Singhal, Jyoti Maggu, Angshul Majumdar:
Simultaneous Detection of Multiple Appliances From Smart-Meter Measurements via Multi-Label Consistent Deep Dictionary Learning and Deep Transform Learning. IEEE Trans. Smart Grid 10(3): 2969-2978 (2019) - [c9]Jyoti Maggu, Angshul Majumdar:
Supervised Kernel Transform Learning. IJCNN 2019: 1-8 - [i5]Jyoti Maggu, Angshul Majumdar, Emilie Chouzenoux:
Transformed Subspace Clustering. CoRR abs/1912.04734 (2019) - [i4]Jyoti Maggu, Prerna Singh, Angshul Majumdar:
Multi-echo Reconstruction from Partial K-space Scans via Adaptively Learnt Basis. CoRR abs/1912.06631 (2019) - [i3]Vanika Singhal, Jyoti Maggu, Angshul Majumdar:
Simultaneous Detection of Multiple Appliances from Smart-meter Measurements via Multi-Label Consistent Deep Dictionary Learning and Deep Transform Learning. CoRR abs/1912.07568 (2019) - [i2]Jyoti Maggu, Hemant Kumar Aggarwal, Angshul Majumdar:
Label Consistent Transform Learning for Hyperspectral Image Classification. CoRR abs/1912.11405 (2019) - [i1]Jyoti Maggu, Angshul Majumdar:
Kernel Transform Learning. CoRR abs/1912.12129 (2019) - 2018
- [c8]Jyoti Maggu, Angshul Majumdar, Emilie Chouzenoux:
Transformed Locally Linear Manifold Clustering. EUSIPCO 2018: 1057-1061 - [c7]Jyoti Maggu, Angshul Majumdar:
Unsupervised Deep Transform Learning. ICASSP 2018: 6782-6786 - [c6]Jyoti Maggu, Angshul Majumdar:
Semi-coupled Transform Learning. ICONIP (3) 2018: 141-150 - [c5]Jyoti Maggu, Emilie Chouzenoux, Giovanni Chierchia, Angshul Majumdar:
Convolutional Transform Learning. ICONIP (3) 2018: 162-174 - 2017
- [j1]Jyoti Maggu, Angshul Majumdar:
Kernel transform learning. Pattern Recognit. Lett. 98: 117-122 (2017) - [c4]Jyoti Maggu, Ramy Hussein, Angshul Majumdar, Rabab K. Ward:
Impulse denoising via transform learning. GlobalSIP 2017: 1250-1254 - [c3]Jyoti Maggu, Angshul Majumdar:
Robust transform learning. ICASSP 2017: 1467-1471 - [c2]Jyoti Maggu, Angshul Majumdar:
Greedy deep transform learning. ICIP 2017: 1822-1826 - 2016
- [c1]Jyoti Maggu, Angshul Majumdar:
Alternate formulation for transform learning. ICVGIP 2016: 50:1-50:8
Coauthor Index
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