Ashwin Kumar

According to our database, Ashwin Kumar authored at least 25 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Accelerating Longitudinal MRI using Prior Informed Latent Diffusion.

Yonatan Urman, Zachary Shah, Ashwin Kumar, Bruno P. Soares, Kawin Setsompop

CoRR, 2024

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

Louis Blankemeier, Joseph Paul Cohen, Ashwin Kumar, Dave Van Veen, Syed Jamal Safdar Gardezi, Magdalini Paschali, Zhihong Chen, Jean-Benoit Delbrouck, Eduardo Pontes Reis, Cesar Truyts, Christian Bluethgen, Malte Engmann Kjeldskov Jensen, Sophie Ostmeier, Maya Varma, Jeya Maria Jose Valanarasu, Zhongnan Fang, Zepeng Huo, Zaid Nabulsi, Diego Ardila, Wei-Hung Weng, Edson Amaro Júnior, Neera Ahuja, Jason Alan Fries, Nigam H. Shah, Andrew Johnston, Robert D. Boutin, Andrew Wentland, Curtis P. Langlotz, Jason Hom, Sergios Gatidis, Akshay S. Chaudhari

CoRR, 2024

Host-Based Allocators for Device Memory.

Oren Bell, Ashwin Kumar, Chris Gill

CoRR, 2024

Feasibility of Application Layer Header Parsing in eBPF and P4.

Ashwin Kumar, Abhik Bose, Khushboo Tiwari, Arnav Mishra, Abhishek Dixit, Abuhujair Khan, Mythili Vutukuru

Proceedings of the IFIP Networking Conference, 2024

Dialectical Reconciliation via Structured Argumentative Dialogues.

Stylianos Loukas Vasileiou, Ashwin Kumar, William Yeoh, Tran Cao Son, Francesca Toni

Proceedings of the 21st International Conference on Principles of Knowledge Representation and Reasoning, 2024

AppSteer: Framework for Improving Multicore Scalability of Network Functions via Application-aware Packet Steering.

Ashwin Kumar, Rajneesh Katkam, Pranav Chaudhary, Priyanka Naik, Mythili Vutukuru

Proceedings of the 24th IEEE International Symposium on Cluster, 2024

Pyramis: Domain Specific Language for Developing Multi-tier Systems.

Ashwin Kumar, Ajinkya Tanksale, Armaan Chowfin, Mohan Rajasekhar Ajjampudi, Arnav Mishra, Abuhujair Khan, Vishal Saha, Priyanka Naik, Mythili Vutukuru

Proceedings of the 8th Asia-Pacific Workshop on Networking, 2024

Exploiting Machine Learning Bias: Predicting Medical Denials.

Stephen Russell, Fabio Montes Suros, Ashwin Kumar

Proceedings of the AAAI 2024 Spring Symposium Series, 2024

2023

Similarity-based optimised and adaptive adversarial attack on image classification using neural network.

Balika J. Chelliah, Mohammad Mustafa Malik, Ashwin Kumar, Nitin Singh, Rajan Regin

Int. J. Intell. Eng. Informatics, 2023

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

Stylianos Loukas Vasileiou, Ashwin Kumar, William Yeoh, Tran Cao Son, Francesca Toni

CoRR, 2023

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

Ruida Zeng, Aadarsh Jha, Ashwin Kumar, Terry Luo

CoRR, 2023

A Logic-based Explanation Generation Framework for Classical and Hybrid Planning Problems (Extended Abstract).

Stylianos Loukas Vasileiou, William Yeoh, Son Tran, Ashwin Kumar, Michael Cashmore, Daniele Magazzeni

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.

Ashwin Kumar

Proceedings of the IEEE International Carnahan Conference on Security Technology, 2023

Algorithmic Fairness in Temporal Resource Allocation.

Ashwin Kumar

Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

Using Simple Incentives to Improve Two-Sided Fairness in Ridesharing Systems.

Ashwin Kumar, Yevgeniy Vorobeychik, William Yeoh

Proceedings of the Thirty-Third International Conference on Automated Planning and Scheduling, 2023

2022

A Logic-Based Explanation Generation Framework for Classical and Hybrid Planning Problems.

Stylianos Loukas Vasileiou, William Yeoh, Tran Cao Son, Ashwin Kumar, Michael Cashmore, Daniele Magazzeni

J. Artif. Intell. Res., 2022

Providing Care: Intrinsic Human-Machine Teams and Data.

Stephen Russell, Ashwin Kumar

Entropy, 2022

Mapping pediatric spinal cord development with age.

Ashwin Kumar, Simon N. Vandekar, Kurt Schilling, Aashim Bhatia, Bennett A. Landman, Seth A. Smith

Proceedings of the Medical Imaging 2022: Image Processing, 2022

Improving Zonal Fairness While Maintaining Efficiency in Rideshare Matching.

Ashwin Kumar, Yevgeniy Vorobeychik, William Yeoh

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.

Ashwin Kumar, Stylianos Loukas Vasileiou, Melanie Bancilhon, Alvitta Ottley, William Yeoh

Proceedings of the Thirty-Second International Conference on Automated Planning and Scheduling, 2022

2021

Automated detection of surgical wounds in videos of open neck procedures using a mask R-CNN.

Tingyan Deng, Shubham Gulati, Ashwin Kumar, William Rodriguez, Benoit M. Dawant, Alexander Langerman

Proceedings of the Medical Imaging 2021: Image-Guided Procedures, 2021

Evaluating Network Stacks for the Virtualized Mobile Packet Core.

Ashwin Kumar, Priyanka Naik, Sahil Patki, Pranav Chaudhary, Mythili Vutukuru

Proceedings of the APNet 2021: 5th Asia-Pacific Workshop on Networking, Shenzhen, China, June 24, 2021

2014

Great War stories told by the people - Crowdsourced cultural heritage in digital museums.

Ingo Frommholz, David Graves, Haiming Liu, Ashwin Kumar, Gordon Brady

Proceedings of the IEEE/ACM Joint Conference on Digital Libraries, 2014

2009

Design of close-to-capacity constrained codes for multi-level optical recording.

Ashwin Kumar, Kees A. Schouhamer Immink

IEEE Trans. Commun., 2009

2008

Construction of Capacity Achieving (M, d, infty) Constrained Codes With Least Decoder Window Length.

Ashwin Kumar, Kees A. Schouhamer Immink

IEEE Trans. Inf. Theory, 2008