Ministry of Education
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Dr Uday Kulkarni

vidwan id: 152385

Associate Professor, School of Computer Science and Engineering
KLE Technological University

Orchid Icon 0000-0003-0109-9957 Google Scholar Icon 57192095069 Researcher Icon AAC-4815-2019 Google Scholar Icon RlDpIAUAAAAJ

Expertise

  • Computer Science Artificial Intelligence

Publications

Total Articles 63
Books 0
Proceedings 0

Publications

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Scopus

Citations 357
h-index 10

CrossRef

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Citations 247
h-index 8
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Professional Recognition

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Bio

Computer Vision, Deep Learning, DNN, AI, Machine Learning

Personal Details

  • Associate Professor , KLE Technological University
  • KLE Technological University
Ph.D
KLE Technological University 2024
M.Tech
Other Institute 2015
Associate Professor Jan 2012 – Present
KLE Technological University | School of Computer Science and Engineering

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Scholarly Work

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Scholarly Publications

Hybrid Optimization for DNN Model Compression and Inference Acceleration

Open Access
Conference Paper
Year: 2022.
Authors: Kulkarni N.;Singh N.;Joshi Y.;Hasabi N.;Meena S.M.;Kulkarni U.;Gurlahosur S.V.
DOI 10.1109/CONIT55038.2022.9847977
9 10

Post-training 4-bit Quantization of Deep Neural Networks

Open Access
Conference Paper
Year: 2022.
Authors: Tadahal S.;Bhogar G.;S M M.;Kulkarni U.;Gurlahosur S.V.;Vyakaranal S.B.
DOI 10.1109/INCET54531.2022.9825213
2 3

A Study On Meta Learning Optimization Techniques

Open Access
Conference Paper
Year: 2022.
Authors: Sulibhavi P.H.;Hallyal R.A.;Katti R.K.;Kabade A.E.;Thadal S.S.;Meena S.M.;Kulkarni U.;Gurlahosur S.V.
DOI 10.1109/I2CT54291.2022.9824942
2 3

2D Image Reconstruction using Differentiable Plasticity

Open Access
Conference Paper
Year: 2021.
Authors: Vyakaranal S.B.;Hiremath A.;Sayyed I.;Ijari K.;Meena S.M.;Gurlahosur S.V.;Kulkarni U.
DOI 10.1109/I2CT51068.2021.9418086
1 1

Quantization Friendly MobileNet (QF-MobileNet) Architecture for Vision Based Applications on Embedded Platforms

Open Access
Article
Year: 2021. Volume: 136 , Pages: 28-39 .
Authors: Kulkarni U.;Meena S.M.;Gurlahosur S.V.;Bhogar G.
DOI 10.1016/j.neunet.2020.12.022
26 87

Performance Improvements in Quantization Aware Training and Appreciation of Low Precision Computation in Deep Learning

Open Access
Conference Paper
Year: 2021. Volume: 1365 , Pages: 90-107 .
Authors: Kulkarni U.;Meena S.M.;Joshua P.;Kruthika K.;Platel G.;Jadhav K.;Singh A.
DOI 10.1007/978-981-16-0425-6_7
6 13

2D-Image Super-Resolution on Heritage Site

Open Access
Conference Paper
Year: 2021. Volume: 736 LNEE , Pages: 409-420 .
Authors: Pyatigoudar S.;Meena S.M.;Gurlahosur S.V.;Kulkarni U.
DOI 10.1007/978-981-33-6987-0_34

A Survey on Adaptive Bitrate Algorithms and Their Improvisations

Open Access
Conference Paper
Year: 2021.
Authors: Tadahal S.S.;Gummadi S.V.;Prajapat K.;Meena S.M.;Kulkarni U.;Gurlahosur S.V.;Vyakaranal S.
DOI 10.1109/CONIT51480.2021.9498318
2 4