Juyeon Heo

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 15

Top Topics

Probabilistic Boosting Tree

Discriminative Models

Cardiac Magnetic Resonance

Top Venues

Publications

Weiyang Liu, Zeju Qiu, Yao Feng, Yuliang Xiu, Yuxuan Xue, Longhui Yu, Haiwen Feng, Zhen Liu, Juyeon Heo, Songyou Peng, Yandong Wen, Michael J. Black, Adrian Weller, Bernhard Schölkopf
Parameter-Efficient Orthogonal Finetuning via Butterfly Factorization. ICLR (2024)
Naveen Raman, Mateo Espinosa Zarlenga, Juyeon Heo, Mateja Jamnik
Do Concept Bottleneck Models Obey Locality? CoRR (2024)
Juyeon Heo, Vihari Piratla, Matthew Wicker, Adrian Weller
Use perturbations when learning from explanations. NeurIPS (2023)
Wenlin Chen, Julien Horwood, Juyeon Heo, José Miguel Hernández-Lobato
Leveraging Task Structures for Improved Identifiability in Neural Network Representations. CoRR (2023)
Sunghwan Joo, Seokhyeon Jeong, Juyeon Heo, Adrian Weller, Taesup Moon
Towards More Robust Interpretation via Local Gradient Alignment. AAAI (2023)
Matthew Wicker, Juyeon Heo, Luca Costabello, Adrian Weller
Robust Explanation Constraints for Neural Networks. ICLR (2023)
Juyeon Heo, Pingfan Song, Weiyang Liu, Adrian Weller
Physics-Based Decoding Improves Magnetic Resonance Fingerprinting. MICCAI (2) (2023)
Weiyang Liu, Zeju Qiu, Yao Feng, Yuliang Xiu, Yuxuan Xue, Longhui Yu, Haiwen Feng, Zhen Liu, Juyeon Heo, Songyou Peng, Yandong Wen, Michael J. Black, Adrian Weller, Bernhard Schölkopf
Parameter-Efficient Orthogonal Finetuning via Butterfly Factorization. CoRR (2023)
Juyeon Heo, Vihari Piratla, Matthew Wicker, Adrian Weller
Robust Learning from Explanations. CoRR (2023)
Vihari Piratla, Juyeon Heo, Sukriti Singh, Adrian Weller
Estimation of Concept Explanations Should be Uncertainty Aware. CoRR (2023)
Vivek Palaniappan, Matthew Ashman, Katherine M. Collins, Juyeon Heo, Adrian Weller, Umang Bhatt
GeValDi: Generative Validation of Discriminative Models. Tiny Papers @ ICLR (2023)
Sunghwan Joo, Seokhyeon Jeong, Juyeon Heo, Adrian Weller, Taesup Moon
Towards More Robust Interpretation via Local Gradient Alignment. CoRR (2022)
Matthew Wicker, Juyeon Heo, Luca Costabello, Adrian Weller
Robust Explanation Constraints for Neural Networks. CoRR (2022)
Juyeon Heo, Sunghwan Joo, Taesup Moon
Fooling Neural Network Interpretations via Adversarial Model Manipulation. NeurIPS (2019)
Juyeon Heo, Sunghwan Joo, Taesup Moon
Fooling Neural Network Interpretations via Adversarial Model Manipulation. CoRR (2019)