Ministry of Education
Prathosh A. P.
VIDWAN ID: 70335

Prof Prathosh A. P.

Male Doctor of Philosophy
Assistant Professor | Electrical Communication Engineering
Indian Institute of Science, Bangalore
Karnataka
Expertise: Electrical and Electronic Engineering
Scopus 55921936500 Google Scholar OEwV4bsAAAAJ
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88 Publications
10 Projects
1082 Scopus Citations
871 CrossRef
9 Years 1 Month Total Experience
Publications
88 Total
Articles
43
Proceedings
45
Activity

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Scopus Scopus
1,082 Citations
15 h-index
CrossRef CrossRef
871 Citations
15 h-index
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Personal Details

Doctor of Philosophy
2014
Indian Institute of Technology, Delhi
Bachelor of Engineering
2011
N/A
Assistant Professor
Sep 2021 – Present
Indian Institute of Science, Bangalore | Electrical Communication Engineering
Assistant Professor
Aug 2017 – Sep 2021
Indian Institute of Technology, Delhi | Department of Electrical Engineering
Engineering and Technology
Electrical and Electronic Engineering

Related Profiles

Scholarly Work

Explainable Deep Learning for Automated Evaluation & Grading of Duodenal Biopsies
Completed
Role: Co-Principal Investigator
Duration: 2019 – 2020
Behavioral Evaluation & Standardized Treatment for Mental Disorders BEST-MD -Machine learning driven assistive technology to assess and treat children diagnosed with mental disorders such as Autism
Completed
Agency: Department of Bio-Technology Role: Principal Investigator
Duration: N/A
Neurocomputing and Cognitive Intelligence
Completed
Agency: Ministry of Electronics & Information Technology Role: Co-Principal Investigator
Duration: N/A
Exploration of Deep Adversarial & Generative networks for clinical image analytics
Completed
Role: Principal Investigator
Duration: N/A
Non Contact CardioPulmonary Assessment in the wild using imaging techniques
Completed
Role: Principal Investigator
Duration: N/A
Advanced model compression for LSTMs
Completed
Role: Principal Investigator
Duration: N/A
Evaluation of artificial intelligence as a diagnostic tool for automated detection and grading of colorectal cancer
Completed
Role: Principal Investigator
Duration: N/A
Evaluation of Machine Learning Techniques including Deep Learning for the Identification of Malignancy in Tissue Samples
Completed
Role: Co-Principal Investigator
Duration: N/A
A Generalised Activity Generation and Scheduling Framework Following Machine Learning Techniques
Completed
Role: Co-Principal Investigator
Duration: N/A
Deep learning techniques for conversion of 1D to multi-dimensional Audio using video analytics
Completed
Role: Principal Investigator
Duration: N/A
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Scholarly Publications

Adapt then Unlearn: Exploring Parameter Space Semantics for Unlearning in Generative Adversarial Networks

Journal Article
Year: 2025. Volume: 2025 .
Scopus Scopus: 3

Neural Discovery of Permutation Subgroups

Conference Paper
Year: 2023. Volume: 206 , Pages: 4668-4678 .
Scopus Scopus: 2

Clustering Single-Cell RNA Sequence Data Using Information Maximized and Noise-Invariant Representations

Journal Article
IEEE/ACM Transactions on Computational Biology and Bioinformatics. Year: 2023. Volume: 20 , Issue: 3 , Pages: 1983-1994 .
Authors: Arnab Kumar Mondal; Indu Joshi; Pravendra Singh; Prathosh AP
DOI 10.1109/TCBB.2022.3227202 Crossref Crossref: 6 Scopus Scopus: 5

WISER: Weak Supervision and Supervised Representation Learning to Improve Drug Response Prediction in Cancer

Conference Paper
Year: 2024. Volume: 235 , Pages: 45228-45243 .
Scopus Scopus: 2

ReMOVE: A Reference-free Metric for Object Erasure

Conference Paper
Year: 2024. Pages: 7901-7910 .
Authors: Aditya Chandrasekar; Goirik Chakrabarty; Jai Bardhan; Ramya Hebbalaguppe; Prathosh AP
DOI 10.1109/CVPRW63382.2024.00788 Crossref Crossref: 11 Scopus Scopus: 9

Bayesian Pseudo-Coresets via Contrastive Divergence

Conference Paper
Year: 2024. Volume: 244 , Pages: 3368-3390 .

Lifelong Learning in StyleGAN through Latent Subspaces

Journal Article
Year: 2024. Volume: 2024-January , Pages: 1-14 .

Cycle consistent twin energy-based models for image-to-image translation

Journal Article
Medical Image Analysis. Year: 2024. Volume: 91 .
Authors: Piyush Tiwary; Kinjawl Bhattacharyya; Prathosh A.P.
DOI 10.1016/j.media.2023.103031 Crossref Crossref: 8 Scopus Scopus: 11
Showing 1 to 8 of 88 publications