ATMAN: Understanding Transformer Predictions Through Memory Efficient Attention Manipulation. - Björn Deiseroth; Mayukh Deb; Samuel Weinbach; Manuel Brack; Patrick Schramowski; Kristian Kersting (NeurIPS, 2023)

AtMan: Understanding Transformer Predictions Through Memory Efficient Attention Manipulation. - Mayukh Deb; Björn Deiseroth; Samuel Weinbach; Patrick Schramowski; Kristian Kersting (CoRR, 2023)

DORA: Exploring Outlier Representations in Deep Neural Networks. - Kirill Bykov; Mayukh Deb; Dennis Grinwald; Klaus-Robert Müller; Marina M.-C. Höhne (Trans. Mach. Learn. Res., 2023)

TopoNets: High performing vision and language models with brain-like topography. - Mayukh Deb; Mainak Deb; N. Apurva Ratan Murty (ICLR, 2025)