Sukrut Rao

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authored 4 papers 12 months ago

B-cosification: Transforming Deep Neural Networks to be Inherently Interpretable

Paper • 2411.00715 • Published Nov 1, 2024 • 1

Better Understanding Differences in Attribution Methods via Systematic Evaluations

Paper • 2303.11884 • Published Mar 21, 2023

Towards Better Understanding Attribution Methods

Paper • 2205.10435 • Published May 20, 2022

Adversarial Training against Location-Optimized Adversarial Patches

Paper • 2005.02313 • Published May 5, 2020

authored 2 papers about 1 year ago

Discover-then-Name: Task-Agnostic Concept Bottlenecks via Automated Concept Discovery

Paper • 2407.14499 • Published Jul 19, 2024

Good Teachers Explain: Explanation-Enhanced Knowledge Distillation

Paper • 2402.03119 • Published Feb 5, 2024

authored a paper about 2 years ago

Using Explanations to Guide Models

Paper • 2303.11932 • Published Mar 21, 2023