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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