Tuomas P. Oikarinen

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 17

Top Topics

Inverse Problems

Top Venues

Publications

Tuomas P. Oikarinen, Tsui-Wei Weng
Linear Explanations for Individual Neurons. CoRR (2024)
Nicholas Bai, Rahul A. Iyer, Tuomas P. Oikarinen, Tsui-Wei Weng
Describe-and-Dissect: Interpreting Neurons in Vision Networks with Language Models. CoRR (2024)
Chung-En Sun, Tuomas P. Oikarinen, Tsui-Wei Weng
Crafting Large Language Models for Enhanced Interpretability. CoRR (2024)
Divyansh Srivastava, Tuomas P. Oikarinen, Tsui-Wei Weng
Corrupting Neuron Explanations of Deep Visual Features. ICCV (2023)
Tuomas P. Oikarinen, Tsui-Wei Weng
CLIP-Dissect: Automatic Description of Neuron Representations in Deep Vision Networks. ICLR (2023)
Divyansh Srivastava, Tuomas P. Oikarinen, Tsui-Wei Weng
Corrupting Neuron Explanations of Deep Visual Features. CoRR (2023)
Tuomas P. Oikarinen, Subhro Das, Lam M. Nguyen, Tsui-Wei Weng
Label-Free Concept Bottleneck Models. CoRR (2023)
Mohammad Ali Khan, Tuomas P. Oikarinen, Tsui-Wei Weng
Concept-Monitor: Understanding DNN training through individual neurons. CoRR (2023)
Tuomas P. Oikarinen, Subhro Das, Lam M. Nguyen, Tsui-Wei Weng
Label-free Concept Bottleneck Models. ICLR (2023)
Justin Lee, Tuomas P. Oikarinen, Arjun Chatha, Keng-Chi Chang, Yilan Chen, Tsui-Wei Weng
The Importance of Prompt Tuning for Automated Neuron Explanations. CoRR (2023)
Tuomas P. Oikarinen, Tsui-Wei Weng
CLIP-Dissect: Automatic Description of Neuron Representations in Deep Vision Networks. CoRR (2022)
Tuomas P. Oikarinen, Wang Zhang, Alexandre Megretski, Luca Daniel, Tsui-Wei Weng
Robust Deep Reinforcement Learning through Adversarial Loss. NeurIPS (2021)
Tuomas P. Oikarinen, Daniel C. Hannah, Sohrob Kazerounian
GraphMDN: Leveraging graph structure and deep learning to solve inverse problems. IJCNN (2021)
Tuomas P. Oikarinen, Daniel C. Hannah, Sohrob Kazerounian
GraphMDN: Leveraging graph structure and deep learning to solve inverse problems. CoRR (2020)
Tuomas P. Oikarinen, Tsui-Wei Weng, Luca Daniel
Robust Deep Reinforcement Learning through Adversarial Loss. CoRR (2020)
Silvia Liberata Ullo, Maximillian S. Langenkamp, Tuomas P. Oikarinen, Maria Pia del Rosso, Alessandro Sebastianelli, Federica Piccirillo, Stefania Sica
Landslide Geohazard Assessment with Convolutional Neural Networks Using Sentinel-2 Imagery Data. IGARSS (2019)
Silvia Liberata Ullo, Maximillian S. Langenkamp, Tuomas P. Oikarinen, Maria P. del Rosso, Alessandro Sebastianelli, Federica Piccirillo, Stefania Sica
Landslide Geohazard Assessment With Convolutional Neural Networks Using Sentinel-2 Imagery Data. CoRR (2019)