Thomas Walton

According to our database, Thomas Walton authored at least 6 papers between 2023 and 2026.

Collaborative distances:

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

2026

Structure-Aware Masking for Protein Representation Learning.

Thomas Walton, Ayan Goel, Amirali Aghazadeh

CoRR, May, 2026

Adaptive Testing of Compute-in-Memory GANs Using Backpropagation-Guided Test Compaction.

Anurup Saha, Ashiqur Rasul, Thomas Walton, Amirali Aghazadeh, Abhijit Chatterjee

Proceedings of the Design, Automation & Test in Europe Conference, 2026

2025

SpecMER: Fast Protein Generation with K-mer Guided Speculative Decoding.

Thomas Walton, Darin Tsui, Aryan Musharaf, Amirali Aghazadeh

CoRR, September, 2025

Link Prediction for Event Logs in the Process Industry.

Anastasia Zhukova, Thomas Walton, Christian E. Matt, Bela Gipp

CoRR, August, 2025

GOLF: A Generative AI Framework for Pathogenicity Prediction of Myocilin OLF Variants.

Thomas Walton, Darin Tsui, Amirali Aghazadeh, Raquel Lieberman, Lauren Fogel, Rafael Chagas, Dustin Huard

Proceedings of the 20th Machine Learning in Computational Biology (MLCB), 2025

2023

A Markovian Error Model for False Negatives in DNN-based Perception-Driven Control Systems.

Kruttidipta Samal, Thomas Walton, Dung Hoang Tran, Marilyn Wolf

Proceedings of the International Neural Network Society Workshop on Deep Learning Innovations and Applications, 2023