Fin Amin

According to our database, Fin Amin authored at least 8 papers between 2023 and 2025.

Collaborative distances:

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

2025

The Over-Certainty Phenomenon in Modern Test-Time Adaptation Algorithms.

Fin Amin, Jung-Eun Kim

Trans. Mach. Learn. Res., 2025

QuArch: A Question-Answering Dataset for AI Agents in Computer Architecture.

Shvetank Prakash, Andrew Cheng, Jason Yik, Arya Tschand, Radhika Ghosal, Ikechukwu Uchendu, Jessica Quaye, Jeffrey Ma, Shreyas Grampurohit, Sofia Giannuzzi, Arnav Balyan, Fin Amin, Aadya Pipersenia, Yash Choudhary, Ankita Nayak, Amir Yazdanbakhsh, Vijay Janapa Reddi

IEEE Comput. Archit. Lett., 2025

Topology-Preserving Deep Supervision for 3D Axon Centerline Segmentation Using Partially Annotated Data.

Roshan Kenia, Fin Amin, Benjamin W. Roop, Laura J. Brattain, Brian S. Eastwood, Matthew G. Fay, Charles R. Gerfen, Jacob R. Glaser, Lars A. Gjesteby

Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025

2024

Can Low-Rank Knowledge Distillation in LLMs be Useful for Microelectronic Reasoning?

Nirjhor Rouf, Fin Amin, Paul D. Franzon

CoRR, 2024

Large Reasoning Models for 3D Floorplanning in EDA: Learning from Imperfections.

Fin Amin, Nirjhor Rouf, Tse-Han Pan, Md Kamal Ibn Shafi, Paul D. Franzon

CoRR, 2024

The Over-Certainty Phenomenon in Modern UDA Algorithms.

Fin Amin, Jung-Eun Kim

CoRR, 2024

Mobile-Optimized Real-Time Vessel Detection for Ultrasound-Guided Surgical Procedures.

Mateusz Wolak, Fin Amin, Nancy DeLosa, Brian A. Telfer, Benjamin W. Roop, Lars Gjesteby

Proceedings of the IEEE High Performance Extreme Computing Conference, 2024

2023

DepthGraphNet: Circuit Graph Isomorphism Detection via Siamese-Graph Neural Networks.

Fin Amin, Soumyadeep Chatterjee, Paul D. Franzon

Proceedings of the 5th ACM/IEEE Workshop on Machine Learning for CAD, 2023