Search Results for author: Ashwin Kumar

Found 5 papers, 1 papers with code

Accelerating Longitudinal MRI using Prior Informed Latent Diffusion

no code implementations29 Jun 2024 Yonatan Urman, Zachary Shah, Ashwin Kumar, Bruno P. Soares, Kawin Setsompop

Our method can be trained with unlabeled image data, eliminating the need for a dataset of either k-space measurements or paired longitudinal scans as is required of other learning-based methods.

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

no code implementations26 Jun 2023 Stylianos Loukas Vasileiou, Ashwin Kumar, William Yeoh, Tran Cao Son, Francesca Toni

We present DR-HAI -- a novel argumentation-based framework designed to extend model reconciliation approaches, commonly used in human-aware planning, for enhanced human-AI interaction.

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

1 code implementation25 Mar 2023 Ashwin Kumar, Yevgeniy Vorobeychik, William Yeoh

State-of-the-art order dispatching algorithms for ridesharing batch passenger requests and allocate them to a fleet of vehicles in a centralized manner, optimizing over the estimated values of each passenger-vehicle matching using integer linear programming (ILP).

Fairness Vocal Bursts Valence Prediction

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

no code implementations1 Feb 2023 Ruida Zeng, Aadarsh Jha, Ashwin Kumar, Terry Luo

Herein, we present Stratus, an end-to-end full-stack deep learning application deployed on the cloud.

Handwritten Digit Recognition

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