Sparsh Mittal

About Sparsh Mittal

Sparsh Mittal, With an exceptional h-index of 41 and a recent h-index of 33 (since 2020), a distinguished researcher at Indian Institute of Technology Roorkee, specializes in the field of Deep learning, Computer vision, Machine learning, Computer architecture, non-volatile memory.

His recent articles reflect a diverse array of research interests and contributions to the field:

TEFAR: An Efficient Transparent Finer-Grained Encryption of Internet Access Artifacts

Mott memristor based stochastic neurons for probabilistic computing

Textual Alchemy: CoFormer for Scene Text Understanding

CLINet: A novel deep learning network for ECG signal classification

ConstructNet: A Deep Learning Object Detector for Construction Site Surveillance

LIVENet: A novel network for real-world low-light image denoising and enhancement

Harmonized Spatial and Spectral Learning for Robust and Generalized Medical Image Segmentation

Synergynet: Bridging the gap between discrete and continuous representations for precise medical image segmentation

Sparsh Mittal Information

University

Position

Assistant Professor at ECE

Citations(all)

7648

Citations(since 2020)

5324

Cited By

4511

hIndex(all)

41

hIndex(since 2020)

33

i10Index(all)

94

i10Index(since 2020)

73

Email

University Profile Page

Indian Institute of Technology Roorkee

Google Scholar

View Google Scholar Profile

Sparsh Mittal Skills & Research Interests

Deep learning

Computer vision

Machine learning

Computer architecture

non-volatile memory

Top articles of Sparsh Mittal

Title

Journal

Author(s)

Publication Date

TEFAR: An Efficient Transparent Finer-Grained Encryption of Internet Access Artifacts

Maruthi Seshidhar Inukonda

Krishna Prashanth Thummanapelly

Bheemarjuna Reddy Tamma

Sparsh Mittal

2024/1/3

Mott memristor based stochastic neurons for probabilistic computing

Nanotechnology

Aabid Fida

Sparsh Mittal

Farooq Ahmad Khanday

2024/4/9

Textual Alchemy: CoFormer for Scene Text Understanding

Gayatri Deshmukh

Onkar Susladkar

Dhruv Makwana

Sparsh Mittal

2024

CLINet: A novel deep learning network for ECG signal classification

Journal of Electrocardiology

Ananya Mantravadi

Siddharth Saini

Sparsh Mittal

Shrimay Shah

Sri Devi

...

2024/3/1

ConstructNet: A Deep Learning Object Detector for Construction Site Surveillance

Snehanshu Mukherjee

Tushir Sahu

R Sai Chandra Teja

Sparsh Mittal

2024/1/22

LIVENet: A novel network for real-world low-light image denoising and enhancement

Dhruv Makwana

Gayatri Deshmukh

Onkar Susladkar

Sparsh Mittal

2024

Harmonized Spatial and Spectral Learning for Robust and Generalized Medical Image Segmentation

arXiv preprint arXiv:2401.10373

Vandan Gorade

Sparsh Mittal

Debesh Jha

Rekha Singhal

Ulas Bagci

2024/1/18

Synergynet: Bridging the gap between discrete and continuous representations for precise medical image segmentation

Vandan Gorade

Sparsh Mittal

Debesh Jha

Ulas Bagci

2024

Security Implications of Approximation: A Study of Trojan Attacks on Approximate Adders and Multipliers

Vishesh Mishra

Sparsh Mittal

Nirbhay Mishra

Rekha Singhal

2024/1/6

An active memristor based rate-coded spiking neural network

Neurocomputing

Aabid Amin Fida

Farooq A Khanday

Sparsh Mittal

2023/5/7

A survey of techniques for optimizing transformer inference

Krishna Teja Chitty-Venkata

Sparsh Mittal

Murali Emani

Venkatram Vishwanath

Arun K Somani

2023/9/18

RAxC: Reflexivity-based Approximate Computing techniques for efficient remote sensing

Aaditi Kapre

Shruti Kunde

Sparsh Mittal

Rekha Singhal

2023/12/15

Machine Learning-based model for Single Event Upset Current Prediction in 14nm FinFETs

V Vibhu

Sparsh Mittal

Vivek Kumar

2023/1/8

VADF: Versatile Approximate Data Formats for Energy-Efficient Computing

ACM Transactions on Embedded Computing Systems

Vishesh Mishra

Sparsh Mittal

Neelofar Hassan

Rekha Singhal

Urbi Chatterjee

2023/9/9

Dilated involutional pyramid network (DInPNet): A novel model for printed circuit board (PCB) components classification

Ananya Mantravadi

Dhruv Makwana

Sparsh Mittal

Rekha Singhal

2023/4/5

At the locus of performance: Quantifying the effects of copious 3D-stacked cache on HPC workloads

ACM Transactions on Architecture and Code Optimization

Jens Domke

Emil Vatai

Balazs Gerofi

Yuetsu Kodama

Mohamed Wahib

...

2023/12/14

FENCE: A Real-Time Privacy-Preserving Solution for Enterprise Internet Forensics at Scale

Maruthi Seshidhar Inukonda

Sai Harsha Kottapalli

Bheemarjuna Reddy Tamma

Sparsh Mittal

2023/1/3

PCBSegClassNet—A light-weight network for segmentation and classification of PCB component

Expert Systems with Applications

Dhruv Makwana

Sparsh Mittal

2023/9/1

Novel, Configurable Approximate Floating-point Multipliers for Error-Resilient Applications

Vishesh Mishra

Sparsh Mittal

Rekha Singhal

Manoj Nambiar

2023/4/5

LiBERTy: A Novel Model for Natural Language Understanding

Onkar Susladkar

Gayatri Deshmukh

Sparsh Mittal

Rekha Singhal

2023

See List of Professors in Sparsh Mittal University(Indian Institute of Technology Roorkee)

Co-Authors

H-index: 52
Arun Somani

Arun Somani

Iowa State University

H-index: 23
Bheemarjuna Reddy Tamma

Bheemarjuna Reddy Tamma

Indian Institute of Technology Hyderabad

H-index: 20
Farooq Ahmad Khanday

Farooq Ahmad Khanday

University of Kashmir

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