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Tuomas Oikarinen

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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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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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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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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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CLIP-Dissect: Automatic Description of Neuron Representations in Deep Vision Networks

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Apr 23, 2022
Tuomas Oikarinen, Tsui-Wei Weng

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Robust Deep Reinforcement Learning through Adversarial Loss

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Aug 05, 2020
Tuomas Oikarinen, Tsui-Wei Weng, Luca Daniel

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