no code implementations • 5 Apr 2024 • Yidong Gong, Pradeep Kumar
We hypothesize that the absence of a standardized benchmark has allowed several fundamental pitfalls in GNN System design and evaluation that the community has overlooked.
no code implementations • 5 Feb 2024 • Yidong Gong, Arnab Tarafder, Saima Afrin, Pradeep Kumar
The current graph neural network (GNN) systems have established a clear trend of not showing training accuracy results, and directly or indirectly relying on smaller datasets for evaluations majorly.
no code implementations • 12 Jun 2023 • Sujoy Paul, Gagan Madan, Akankshya Mishra, Narayan Hegde, Pradeep Kumar, Gaurav Aggarwal
In this work, we focus on the complex problem of extracting medicine names from handwritten prescriptions using only weakly labeled data.
no code implementations • 15 Feb 2022 • Harpreet Kaur, Khanh Nguyen, Pradeep Kumar
At atmospheric pressure, anisotropy decreases with increasing temperature but exhibits a maximum with temperature for pressure larger than 20 MPa.
no code implementations • 17 Jul 2019 • Kiran Rama, Pradeep Kumar, Bharat Bhasker
We then provide a taxonomy of deep learning techniques to address these challenges.