Tuomas Oikarinen
Tuomas Oikarinen
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Robust deep reinforcement learning through adversarial loss
T Oikarinen, W Zhang, A Megretski, L Daniel, TW Weng
Advances in Neural Information Processing Systems 34, 26156-26167, 2021
Deep convolutional network for animal sound classification and source attribution using dual audio recordings
T Oikarinen, K Srinivasan, O Meisner, JB Hyman, S Parmar, ...
The Journal of the Acoustical Society of America 145 (2), 654-662, 2019
Label-free Concept Bottleneck Models
T Oikarinen, S Das, LM Nguyen, TW Weng
International Conference on Learning Representations, 2023
Landslide geohazard assessment with convolutional neural networks using sentinel-2 imagery data
SL Ullo, MS Langenkamp, TP Oikarinen, MP Del Rosso, A Sebastianelli, ...
IGARSS 2019-2019 IEEE International Geoscience and Remote Sensing Symposium …, 2019
CLIP-Dissect: Automatic Description of Neuron Representations in Deep Vision Networks
T Oikarinen, TW Weng
The Eleventh International Conference on Learning Representations (ICLR 2023), 2022
GraphMDN: Leveraging graph structure and deep learning to solve inverse problems
T Oikarinen, D Hannah, S Kazerounian
2021 International Joint Conference on Neural Networks (IJCNN), 1-9, 2021
Concept-Monitor: Understanding DNN training through individual neurons
MA Khan, T Oikarinen, TW Weng
arXiv preprint arXiv:2304.13346, 2023
Describe-and-Dissect: Interpreting Neurons in Vision Networks with Language Models
N Bai, RA Iyer, T Oikarinen, TW Weng
arXiv preprint arXiv:2403.13771, 2024
Method, product, and system for detecting malicious network activity using a graph mixture density neural network
S Kazerounian, DC Hannah, TP Oikarinen
US Patent 11,880,764, 2024
Towards Interpretable Continual Learning Through Controlling Concepts
SH Yang, T Oikarinen, TW Weng
The Importance of Prompt Tuning for Automated Neuron Explanations
J Lee, T Oikarinen, A Chatha, KC Chang, Y Chen, TW Weng
arXiv preprint arXiv:2310.06200, 2023
Similar failures of consideration arise in human and machine planning
A Zhang, M Langenkamp, M Kleiman-Weiner, T Oikarinen, F Cushman
PsyArXiv, 2023
Corrupting Neuron Explanations of Deep Visual Features
D Srivastava, T Oikarinen, TW Weng
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
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