Oikarinen, Tuomas

15 publications

ICLR 2025 Concept Bottleneck Language Models for Protein Design Aya Abdelsalam Ismail, Tuomas Oikarinen, Amy Wang, Julius Adebayo, Samuel Don Stanton, Hector Corrada Bravo, Kyunghyun Cho, Nathan C. Frey
ICLR 2025 Concept Bottleneck Large Language Models Chung-En Sun, Tuomas Oikarinen, Berk Ustun, Tsui-Wei Weng
ICML 2025 Evaluating Neuron Explanations: A Unified Framework with Sanity Checks Tuomas Oikarinen, Ge Yan, Tsui-Wei Weng
CVPR 2025 Interpretable Generative Models Through Post-Hoc Concept Bottlenecks Akshay Kulkarni, Ge Yan, Chung-En Sun, Tuomas Oikarinen, Tsui-Wei Weng
TMLR 2025 Interpreting Neurons in Deep Vision Networks with Language Models Nicholas Bai, Rahul Ajay Iyer, Tuomas Oikarinen, Akshay R. Kulkarni, Tsui-Wei Weng
WACV 2025 SAND: Enhancing Open-Set Neuron Descriptions Through Spatial Awareness Anvita Agarwal Srinivas, Tuomas Oikarinen, Divyansh Srivastava, Wei-Hung Weng, Tsui-Wei Weng
TMLR 2024 Concept-Driven Continual Learning Sin-Han Yang, Tuomas Oikarinen, Tsui-Wei Weng
ICMLW 2024 Crafting Large Language Models for Enhanced Interpretability Chung-En Sun, Tuomas Oikarinen, Tsui-Wei Weng
ICMLW 2024 Describe-and-Dissect: Interpreting Neurons in Vision Networks with Language Models Nicholas Bai, Rahul Ajay Iyer, Tuomas Oikarinen, Tsui-Wei Weng
ICML 2024 Linear Explanations for Individual Neurons Tuomas Oikarinen, Tsui-Wei Weng
ICLR 2023 CLIP-Dissect: Automatic Description of Neuron Representations in Deep Vision Networks Tuomas Oikarinen, Tsui-Wei Weng
ICCV 2023 Corrupting Neuron Explanations of Deep Visual Features Divyansh Srivastava, Tuomas Oikarinen, Tsui-Wei Weng
ICLR 2023 Label-Free Concept Bottleneck Models Tuomas Oikarinen, Subhro Das, Lam M. Nguyen, Tsui-Wei Weng
ICLRW 2022 CLIP-Dissect: Automatic Description of Neuron Representations in Deep Vision Networks Tuomas Oikarinen, Tsui-Wei Weng
NeurIPS 2021 Robust Deep Reinforcement Learning Through Adversarial Loss Tuomas Oikarinen, Wang Zhang, Alexandre Megretski, Luca Daniel, Tsui-Wei Weng