Abhishek Kumar

Yliopistonlehtori
Yksikkö
Informaatioteknologian tiedekunta
Sähköposti
abhishek.k.kumar@jyu.fi
Tieteenalat
113 Tietojenkäsittely- ja informaatiotieteet

Esittely

I am a computer engineer/software designer, also working as senior lecturer, working broadly in the following areas from software-hardware co-integration angle:

  • Intent-driven neuro-symbolic AI and its applications in cyber-physical systems (in particular, robotics)
  • Embedded AI
  • Multi-LLM driven software development
  • Distributed XR

Julkaisut

Julkaisu
2025

Exponentially Weighted Instance-Aware Repeat Factor Sampling for Long-Tailed Object Detection Model Training in Unmanned Aerial Vehicles Surveillance Scenarios

IEEE/RSJ international conference on intelligent robots and systems. Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems.
Ahmed, Taufiq
Kumar, Abhishek
Casado, Constantino Álvarez
Zhang, Anlan
Hänninen, Tuomo
Loven, Lauri
López, Miguel Bordallo
Tarkoma, Sasu
Julkaisu
2025

Federated Knowledge Distillation Under Non-IID Data for Intelligent Edge Systems

IEEE International Conference on Networking, Sensing and Control. Conference proceedings : IEEE International Conference on Networking, Sensing and Control.
Uddin, K H M Burhan
Casado, Constantino Álvarez
Sharma, Saurabh
Nguyen, Le
Chandra, Joydeep
Ihantola, Petri
López, Miguel Bordallo
Kumar, Abhishek
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Tutkimusryhmät

Tutkimusryhmä

Empiirisen ohjelmistotekniikan tutkimusryhmä (ESER)

Empiirisen ohjelmistotekniikan tutkimusryhmä (ESER)