Adebayo, Julius

10 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 2024 Concept Bottleneck Generative Models Aya Abdelsalam Ismail, Julius Adebayo, Hector Corrada Bravo, Stephen Ra, Kyunghyun Cho

ICMLW 2023 Concept Bottleneck Generative Models Aya Abdelsalam Ismail, Julius Adebayo, Hector Corrada Bravo, Stephen Ra, Kyunghyun Cho

NeurIPS 2023 Error Discovery by Clustering Influence Embeddings Fulton Wang, Julius Adebayo, Sarah Tan, Diego Garcia-Olano, Narine Kokhlikyan

ICLRW 2023 Error Discovery by Clustering Influence Embeddings Fulton Wang, Julius Adebayo, Sarah Tan, Diego Garcia-Olano, Narine Kokhlikyan

NeurIPSW 2023 Identifying Regularization Schemes That Make Feature Attributions Faithful Julius Adebayo, Samuel Don Stanton, Simon Kelow, Michael Maser, Richard Bonneau, Vladimir Gligorijevic, Kyunghyun Cho, Stephen Ra, Nathan C. Frey

ICLR 2023 Quantifying and Mitigating the Impact of Label Errors on Model Disparity Metrics Julius Adebayo, Melissa Hall, Bowen Yu, Bobbie Chern

ICLR 2022 Post Hoc Explanations May Be Ineffective for Detecting Unknown Spurious Correlation Julius Adebayo, Michael Muelly, Harold Abelson, Been Kim

NeurIPS 2020 Debugging Tests for Model Explanations Julius Adebayo, Michael Muelly, Ilaria Liccardi, Been Kim

NeurIPS 2018 Sanity Checks for Saliency Maps Julius Adebayo, Justin Gilmer, Michael Muelly, Ian Goodfellow, Moritz Hardt, Been Kim