Nishant Suresh Aswani

According to our database, Nishant Suresh Aswani authored at least 5 papers between 2023 and 2026.

Collaborative distances:

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

2026

Dynamic Mode Decomposition along Depth in Vision Transformers.

Nishant Suresh Aswani, Saif Eddin Jabari

CoRR, May, 2026

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

2023

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

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

Proceedings of the 1st ContinualAI Unconference, 9 October 2023, Virtual, 2023