Nishant Suresh Aswani

According to our database, Nishant Suresh Aswani authored at least 4 papers between 2024 and 2025.

Collaborative distances:

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

2025

Koopman Autoencoders Learn Neural Representation Dynamics.

Nishant Suresh Aswani, Saif Eddin Jabari

CoRR, May, 2025

2024

Representing Neural Network Layers as Linear Operations via Koopman Operator Theory.

Nishant Suresh Aswani, Saif Eddin Jabari, Muhammad Shafique

CoRR, 2024

Exploring the Interplay of Interpretability and Robustness in Deep Neural Networks: A Saliency-guided Approach.

Amira Guesmi, Nishant Suresh Aswani, Muhammad Shafique

CoRR, 2024

Examining Changes in Internal Representations of Continual Learning Models Through Tensor Decomposition.

Nishant Suresh Aswani, Amira Guesmi, Muhammad Abdullah Hanif, Muhammad Shafique

CoRR, 2024