Tuomas P. Oikarinen

According to our database, Tuomas P. Oikarinen authored at least 10 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

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

Nicholas Bai, Rahul A. Iyer, Tuomas P. Oikarinen, Tsui-Wei Weng

CoRR, 2024

2023

The Importance of Prompt Tuning for Automated Neuron Explanations.

Justin Lee, Tuomas P. Oikarinen, Arjun Chatha, Keng-Chi Chang, Yilan Chen, Tsui-Wei Weng

CoRR, 2023

Concept-Monitor: Understanding DNN training through individual neurons.

Mohammad Ali Khan, Tuomas P. Oikarinen, Tsui-Wei Weng

CoRR, 2023

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

Tuomas P. Oikarinen, Tsui-Wei Weng

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Label-free Concept Bottleneck Models.

Tuomas P. Oikarinen, Subhro Das, Lam M. Nguyen, Tsui-Wei Weng

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Corrupting Neuron Explanations of Deep Visual Features.

Divyansh Srivastava, Tuomas P. Oikarinen, Tsui-Wei Weng

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2021

Robust Deep Reinforcement Learning through Adversarial Loss.

Tuomas P. Oikarinen, Wang Zhang, Alexandre Megretski, Luca Daniel, Tsui-Wei Weng

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

GraphMDN: Leveraging graph structure and deep learning to solve inverse problems.

Tuomas P. Oikarinen, Daniel C. Hannah, Sohrob Kazerounian

Proceedings of the International Joint Conference on Neural Networks, 2021

2020

Robust Deep Reinforcement Learning through Adversarial Loss.

Tuomas P. Oikarinen, Tsui-Wei Weng, Luca Daniel

CoRR, 2020

2019

Landslide Geohazard Assessment with Convolutional Neural Networks Using Sentinel-2 Imagery Data.

Silvia Liberata Ullo, Maximillian S. Langenkamp, Tuomas P. Oikarinen, Maria Pia del Rosso, Alessandro Sebastianelli, Federica Piccirillo, Stefania Sica

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019