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Narayanan Chatapuram Krishnan
Associate Professor
Department of Data Science
ckn@iitpkd.ac.in (Work)
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Publications - 44
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Publications (44)
Publications (44)
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Articles
PACE: Posthoc Architecture-Agnostic Concept Extractor for Explaining CNNs
V. Kamakshi
,
U. Gupta
and
Narayanan Chatapuram Krishnan
2021 | Institute of Electrical and Electronics Engineers Inc.
Articles
Can google trends search inform us about the population response and public health impact of abrupt change in alcohol policy? — a case study from india during the covid-19 pandemic
Abhishek Ghosh
,
Fazl E-Roub
,
Narayanan Chatapuram Krishnan
,
...
,
Aniruddha Basu
(5 authors)
2021 | Elsevier B.V.
Articles
Towards Reducing Aleatoric Uncertainty for Medical Imaging Tasks
Abhishek Sambyal Singh
,
Narayanan Chatapuram Krishnan
and
Deepti Bathula R.
2021 | IEEE Computer Society
Conferences
On Duality Gap as a Measure for Monitoring GAN Training
S. Sidheekh
,
A. Aimen
,
...
,
Narayanan Chatapuram Krishnan
(4 authors)
2021 | Institute of Electrical and Electronics Engineers Inc.
Conferences
MAIRE - A Model-Agnostic Interpretable Rule Extraction Procedure for Explaining Classifiers
R. Sharma
,
N. Reddy
,
...
,
Narayanan Chatapuram Krishnan
and
S. Jain
(5 authors)
2021 | Springer Science and Business Media Deutschland GmbH
Articles
Machine learning methods trained on simple models can predict critical transitions in complex natural systems
Smita Deb
,
Sahil Sidheekh
,
...
,
Narayanan Chatapuram Krishnan
and
Partha Dutta S
(5 authors)
2021 | Royal Society Publishing
Articles
On Characterizing GAN Convergence Through Proximal Duality Gap
Sahil Sidheekh
,
Aroof Aimen
and
Narayanan Chatapuram Krishnan
2021 | ML Research Press
Articles
Stress Testing of Meta-learning Approaches for Few-shot Learning
Aroof Aimen
,
Sahil Sidheekh
,
...
,
Narayanan Chatapuram Krishnan
(4 authors)
2021 | ML Research Press
Articles
Implicit Discriminator in Variational Autoencoder
Prateek Munjal
,
Akanksha Paul
and
Narayanan Chatapuram Krishnan
2020 | Institute of Electrical and Electronics Engineers Inc.
Articles
Multi-Partition Feature Alignment Network for Unsupervised Domain Adaptation
Sanatan Sukhija
,
Srenivas Varadarajan
,
Narayanan Chatapuram Krishnan
and
Sujit Rai
2020 | Institute of Electrical and Electronics Engineers Inc.
Articles
Shallow Domain Adaptation
Sanatan Sukhija
and
Narayanan Chatapuram Krishnan
2020 | Springer International Publishing
Conferences
Supervised heterogeneous feature transfer via random forests
Sanatan Sukhija
and
Narayanan Chatapuram Krishnan
2019
Articles
Semantically aligned bias reducing zero shot learning
Akanksha Paul
,
Narayanan Chatapuram Krishnan
and
Prateek Munjal
2019 | IEEE Computer Society
Articles
Web-induced heterogeneous transfer learning with sample selection
Sanatan Sukhija
and
Narayanan Chatapuram Krishnan
2019 | Springer Verlag
Articles
Deep cross modal learning for caricature verification and identification(CaViNet)
Jatin Garg
,
Himanshu Tolani
,
...
,
Narayanan Chatapuram Krishnan
(4 authors)
2018 | Association for Computing Machinery, Inc
Articles
Supervised heterogeneous transfer learning using random forests
S Sukhija
,
Narayanan Chatapuram Krishnan
and
D Kumar
2018 | Association for Computing Machinery
Articles
Multi-task deep learning for predicting poverty from satellite images
Shailesh Pandey M.
,
Tushar Agarwal
and
Narayanan Chatapuram Krishnan
2018 | The AAAI Press
Articles
One-Class Classification-Based Real-Time Activity Error Detection in Smart Homes
Barnan Das
,
Diane Cook J.
,
Narayanan Chatapuram Krishnan
and
Maureen Schmitter-Edgecombe
2016
Articles
Supervised deep segmentation network for brain extraction
Apoorva Sikka
,
Gaurav Mittal
,
...
,
Narayanan Chatapuram Krishnan
(4 authors)
2016 | Association for Computing Machinery
Articles
SpotGarbage: Smartphone app to detect garbage using deep learning
Gaurav Mittal
,
Kaushal Yagnik B.
,
...
,
Narayanan Chatapuram Krishnan
(4 authors)
2016 | Association for Computing Machinery, Inc
Showing 21-40 of 44 results
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