Tuomas Oikarinen
Massachusetts Institute of Technology
H-index: 6
North America-United States
Top articles of Tuomas Oikarinen
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Method, product, and system for detecting malicious network activity using a graph mixture density neural network | 2024/1/23 | ||
Describe-and-Dissect: Interpreting Neurons in Vision Networks with Language Models | arXiv preprint arXiv:2403.13771 | Nicholas Bai Rahul A Iyer Tuomas Oikarinen Tsui-Wei Weng | 2024/3/20 |
Label-free Concept Bottleneck Models | International Conference on Learning Representations | Tuomas Oikarinen Subhro Das Lam M Nguyen Tsui-Wei Weng. | 2023 |
Corrupting Neuron Explanations of Deep Visual Features | Divyansh Srivastava Tuomas Oikarinen Tsui-Wei Weng | 2023 | |
Towards Interpretable Continual Learning Through Controlling Concepts | Sin-Han Yang Tuomas Oikarinen Tsui-Wei Weng | 2023/10/13 | |
The Importance of Prompt Tuning for Automated Neuron Explanations | arXiv preprint arXiv:2310.06200 | Justin Lee Tuomas Oikarinen Arjun Chantha Keng-Chi Chang Yilan Chen | 2023/10/9 |
Similar failures of consideration arise in human and machine planning | Alice Zhang Max Langenkamp Max Kleiman-Weiner Tuomas Oikarinen Fiery Cushman | 2023/8/1 | |
Concept-Monitor: Understanding DNN training through individual neurons | arXiv preprint arXiv:2304.13346 | Mohammad Ali Khan Tuomas Oikarinen Tsui-Wei Weng | 2023/4/26 |
CLIP-Dissect: Automatic Description of Neuron Representations in Deep Vision Networks | Tuomas Oikarinen Tsui-Wei Weng | 2023 | |
Robust deep reinforcement learning through adversarial loss | Advances in Neural Information Processing Systems | Tuomas Oikarinen Wang Zhang Alexandre Megretski Luca Daniel Tsui-Wei Weng | 2021/12/6 |
GraphMDN: Leveraging graph structure and deep learning to solve inverse problems | Tuomas Oikarinen Daniel Hannah Sohrob Kazerounian | 2021/7/18 |
Co-Authors
