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Tsui-Wei Weng

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Linear Explanations for Individual Neurons

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May 10, 2024
Tuomas Oikarinen, Tsui-Wei Weng

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Provably Robust Conformal Prediction with Improved Efficiency

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Apr 30, 2024
Ge Yan, Yaniv Romano, Tsui-Wei Weng

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Describe-and-Dissect: Interpreting Neurons in Vision Networks with Language Models

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Mar 20, 2024
Nicholas Bai, Rahul A. Iyer, Tuomas Oikarinen, Tsui-Wei Weng

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One step closer to unbiased aleatoric uncertainty estimation

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Dec 20, 2023
Wang Zhang, Ziwen Ma, Subhro Das, Tsui-Wei Weng, Alexandre Megretski, Luca Daniel, Lam M. Nguyen

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Corrupting Neuron Explanations of Deep Visual Features

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Oct 25, 2023
Divyansh Srivastava, Tuomas Oikarinen, Tsui-Wei Weng

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The Importance of Prompt Tuning for Automated Neuron Explanations

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Oct 11, 2023
Justin Lee, Tuomas Oikarinen, Arjun Chatha, Keng-Chi Chang, Yilan Chen, Tsui-Wei Weng

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Promoting Robustness of Randomized Smoothing: Two Cost-Effective Approaches

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Oct 11, 2023
Linbo Liu, Trong Nghia Hoang, Lam M. Nguyen, Tsui-Wei Weng

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Prediction without Preclusion: Recourse Verification with Reachable Sets

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Aug 24, 2023
Avni Kothari, Bogdan Kulynych, Tsui-Wei Weng, Berk Ustun

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Concept-Monitor: Understanding DNN training through individual neurons

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Apr 26, 2023
Mohammad Ali Khan, Tuomas Oikarinen, Tsui-Wei Weng

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Label-Free Concept Bottleneck Models

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Apr 12, 2023
Tuomas Oikarinen, Subhro Das, Lam M. Nguyen, Tsui-Wei Weng

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