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Deepak Mishra

Assistant Professor

Computer Science & Engineering

IIT Jodhpur

Biography

Research in engineering has a broad perspective. It includes establishment of theoretical concepts, new inventions, innovative alternates to the existing solutions, development of new techniques and systems, and much more. It is a journey in which a researcher achieves milestones, deals with setbacks and grows with experience. My journey began in 2009 with a summer project. Subsequently, I became part of the Healthcare R&D team in Siemens Information Systems Ltd. I was fortunate to get to work with some of the best faculty members and mentors on challenging problems. It setup platform for an in-depth and rigorous research and motivated me to join IIT Delhi for higher studies. IIT Delhi opened up several doors with tremendous possibilities. I explored different domains while consistently remaining active in my doctoral research. Currently I am an Assistant Professor at the Department of Computer Science and Engineering, IIT Jodhpur.

I am looking for motivated PhD students with strong research aptitude who are interested to join me in the areas of machine learning, resource constrained AI, dependable AI, medical image analysis, and hardware design. I have funded RA positions available in my group as well. If interested contact me with your updated resume.

Interests

  • Machine Learning
  • Artificial Intelligence
  • Medical Image Analysis
  • Biomedical Circuits and Systems
  • Polarization Imaging

Education

  • PhD in Computer Technology (Electrical Engineering), 2019

    Indian Institute of Technology Delhi

  • M. Tech in Computer Technology (Electrical Engineering), 2013

    Indian Institute of Technology Delhi

  • B. Tech in Electronics and Communication Engineering, 2010

    Indian Institute of Information Technology Jabalpur

Recent & Upcoming

  • March 2021: Our work in the domain of resource constrained AI has been accepted in AICAS 2021, Virtual.
  • October 2020: Our work on Variational Inference with Latent Space Quantization for Adversarial Resilience has been accepted in ICPR 2020, Virtual-Italy.
  • July 2020: Our work on target-independent domain adaptation for WBC classification has been accepted in IEEE Transactions on Medical Imaging.
  • May 2020: Our work on effect of the latent structure on clustering with GANs has been accepted in IEEE Signal Processing Letters.
  • May 2020: Our work on-array compressive acquisition in CMOS image sensors has been accepted in IEEE Transactions on Circuits and Systems for Video Technology.
  • January 2020: Delivered invited lectures in the National Workshop on IoT-ML, organized in Dr. B. R. Ambedkar Institute of Technology.
  • October 2019: Our work on reconfigurable cyclic ADC for biomedical applications has been presented in BioCAS2019, Japan.

Projects

Ongoing funded projects.

  • “Resource Constrained AI,” funded by MeitY.
  • “AI Driven Estimation of COVID-19 Prognosis using Multimodal Data,” funded by DST under RAKSHAK call.
  • “Real-time Non-contact Blood Oxygen Saturation Measurements,” funded by MSME, GOI.

Students

PhD Students

  • Ishan Mishra
  • Azad Singh
  • Mayank Kundalwal

MTech Students

  • Atanu Guin
  • Ashu Solanki
  • Jaideep Singh Heer
  • Anurag Saraswat

BTech Students

  • Gagandeep Singh
  • Divij Gupta
  • Nagamalla Rohith
  • Barad Dheeraj Bharadwaj

Teaching

  • CSL 2020 (Spring'21): Undergraduate course on Data Structures and Algorithms.
  • CSL 7010 (Autumn'20): Graduate course on Artificial Intelligence.
  • CSL 7382 (Spring'20): Graduate course on Bioimage Computing.
  • CSL 7330 (Spring'20): Graduate course on Neuromorphic Computing and Design.
  • CSL 1010 (Autumn'19): Undergraduate laboratory course on Introduction to Computer Science.
  • CSL 7010 (Autumn'19): Graduate course on Artificial Intelligence.

Other Activities

Professional Activities

  • Reviewer of IEEE TMI, IEEE TAI, IEEE TCAS-I, IEEE TCAS-II, IEEE SPL, IEEE Sensors Journal, CVIU, and Information Fusion.
  • Reviewer of ISCAS, IEEE BioCAS, and IEEE SENSORS.

Academic Responsibilities

  • Department Faculty Advisor for CSE MTech students, 2021.
  • Member of Joint Consultative Committee of the Institute, 2021.
  • Member of Library Committee of the Institute, 2021.
  • Coordinator of Executive MTech in AI program for 2021 batch.
  • Convener of Departmental Lab Development Committee, 2020.

Experience

 
 
 
 
 

Assistant Professor

IIT Jodhpur

Sep 2019 – Present Jodhpur, Rajasthan
 
 
 
 
 

Young Faculty Associate

IIT Jodhpur

May 2019 – Sep 2019 Jodhpur, Rajasthan
 
 
 
 
 

Technical Trainee

Healthcare R&D, Siemens Information Systems Ltd

Jun 2010 – Nov 2010 Bangalore, Karnataka

Contact

  • 0291-280-1262
  • Room no. 225, Dept. of CSE, IIT Jodhpur, Rajasthan, 342037, India
  • Monday to Friday 9:00 to 17:00