Ashwin Kumar

Orcid: 0009-0007-0390-8400

According to our database1, Ashwin Kumar authored at least 21 papers between 2008 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.



In proceedings 
PhD thesis 




Merlin: A Vision Language Foundation Model for 3D Computed Tomography.
CoRR, 2024

Host-Based Allocators for Device Memory.
CoRR, 2024

Pyramis: Domain Specific Language for Developing Multi-tier Systems.
Proceedings of the 8th Asia-Pacific Workshop on Networking, 2024

Exploiting Machine Learning Bias: Predicting Medical Denials.
Proceedings of the AAAI 2024 Spring Symposium Series, 2024

Similarity-based optimised and adaptive adversarial attack on image classification using neural network.
Int. J. Intell. Eng. Informatics, 2023

DR-HAI: Argumentation-based Dialectical Reconciliation in Human-AI Interactions.
CoRR, 2023

Cloud-Based Deep Learning: End-To-End Full-Stack Handwritten Digit Recognition.
CoRR, 2023

A Logic-based Explanation Generation Framework for Classical and Hybrid Planning Problems (Extended Abstract).
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Enhancing Sentiment Analysis Accuracy in IMDb Movie Reviews with Deep Learning Models: A Comparative Study of RNN and CNN Models.
Proceedings of the IEEE International Carnahan Conference on Security Technology, 2023

Algorithmic Fairness in Temporal Resource Allocation.
Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

Using Simple Incentives to Improve Two-Sided Fairness in Ridesharing Systems.
Proceedings of the Thirty-Third International Conference on Automated Planning and Scheduling, 2023

A Logic-Based Explanation Generation Framework for Classical and Hybrid Planning Problems.
J. Artif. Intell. Res., 2022

Providing Care: Intrinsic Human-Machine Teams and Data.
Entropy, 2022

Mapping pediatric spinal cord development with age.
Proceedings of the Medical Imaging 2022: Image Processing, 2022

Improving Zonal Fairness While Maintaining Efficiency in Rideshare Matching.
Proceedings of the Twelfth International Workshop on Agents in Traffic and Transportation co-located with the the 31st International Joint Conference on Artificial Intelligence and the 25th European Conference on Artificial Intelligence (IJCAI-ECAI 2022), 2022

VizXP: A Visualization Framework for Conveying Explanations to Users in Model Reconciliation Problems.
Proceedings of the Thirty-Second International Conference on Automated Planning and Scheduling, 2022

Automated detection of surgical wounds in videos of open neck procedures using a mask R-CNN.
Proceedings of the Medical Imaging 2021: Image-Guided Procedures, 2021

Evaluating Network Stacks for the Virtualized Mobile Packet Core.
Proceedings of the APNet 2021: 5th Asia-Pacific Workshop on Networking, Shenzhen, China, June 24, 2021

Great War stories told by the people - Crowdsourced cultural heritage in digital museums.
Proceedings of the IEEE/ACM Joint Conference on Digital Libraries, 2014

Design of close-to-capacity constrained codes for multi-level optical recording.
IEEE Trans. Commun., 2009

Construction of Capacity Achieving (M, d, infty) Constrained Codes With Least Decoder Window Length.
IEEE Trans. Inf. Theory, 2008