Using Multimodal Data to Improve Precision of Inpatient Event Timelines.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2024
WHAM: Reconstructing World-Grounded Humans with Accurate 3D Motion.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
Individual Fairness Guarantee in Learning with Censorship.
CoRR, 2023
Individual Fairness Under Uncertainty.
Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023
AnEMIC: A Framework for Benchmarking ICD Coding Models.
Proceedings of the The 2022 Conference on Empirical Methods in Natural Language Processing, 2022
Context-Sensitive Spelling Correction of Clinical Text via Conditional Independence.
Proceedings of the Conference on Health, Inference, and Learning, 2022
Improving Compositional Generalization in Classification Tasks via Structure Annotations.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021
Improved Clinical Abbreviation Expansion via Non-Sense-Based Approaches.
Proceedings of the Machine Learning for Health Workshop, 2020
SplitNet: Learning to Semantically Split Deep Networks for Parameter Reduction and Model Parallelization.
Proceedings of the 34th International Conference on Machine Learning, 2017
Taxonomy-Regularized Semantic Deep Convolutional Neural Networks.
Proceedings of the Computer Vision - ECCV 2016, 2016
Actionable topological mapping for navigation using nearby objects.
Proceedings of the 2012 IEEE International Conference on Automation Science and Engineering, 2012