Publication Risk of rapid evolutionary escape from biomedical interventions targeting SARS-CoV-2 spike protein. Debra Van Egeren, Alexander Novokhodko, Madison Stoddard, Uyen Tran, Bruce Zetter, Michael Rogers, Bradley L. Pentelute, Jonathan M. Carlson, Mark Hixon, Diane Joseph-McCarthy, Arijit Chakravarty PLOS ONE | April 2021, Vol 16(4): pp. e0250780 Project Project
Publication Self-supervised self-supervision by combining deep learning and probabilistic logic Hunter Lang, Hoifung Poon AAAI-21 | February 2021
Publication Activatable Zymography Probes Enable In Situ Localization of Protease Dysregulation in Cancer Ava P. Soleimany, Jesse D. Kirkpatrick, Susan Su, Jaideep S. Dudani, Qian Zhong, Ahmet Bekdemir, Sangeeta N. Bhatia Cancer Research | January 2021, Vol 81(1): pp. 213-224
Publication Deep Evidential Regression Alexander Amini, Wilko Schwarting, Ava Soleimany, Daniela Rus 2020 Neural Information Processing Systems | December 2020
Publication CMT in TREC-COVID Round 2: Mitigating the Generalization Gaps from Web to Special Domain Search Chenyan Xiong, Zhenghao Liu, Si Sun, Zhuyun Dai, Kaitao Zhang, Shi Yu, Zhiyuan Liu, Hoifung Poon, Jianfeng Gao, Paul Bennett MSR-TR-2020-49 | November 2020 Published by Microsoft The participation report of our top non-manual entry in TREC COVID Round 2.
Publication Multi-task Causal Learning with Gaussian Processes Virgina Aglietti, Theodoros Damoulas, Mauricio A. Álvarez, Javier González Neural Information Processing Systems (NeurIPS 2020) | October 2020
Publication Domain-Specific Language Model Pretraining for Biomedical Natural Language Processing Yu Gu, Robert Tinn, Hao Cheng, Michael Lucas, Naoto Usuyama, Xiaodong Liu, Tristan Naumann, Jianfeng Gao, Hoifung Poon August 2020 Video Access
Publication BOSS: Bayesian Optimization over String Spaces Henry B. Moss, Daniel Beck, Javier González, David S. Leslie, Paul Rayson Neural Information Processing Systems (NeurIPS 2020) | August 2020
Publication ePillID Dataset: A Low-Shot Fine-Grained Benchmark for Pill Identification Naoto Usuyama, Natalia Larios Delgado, Amanda K. Hall, Jessica Lundin CVPR 2020 | June 2020
Publication BINOCULARS for Efficient, Nonmyopic Sequential Experimental Design Roman Garnett, Henry Chai, Javier González, Shali Jiang International Conference on Machine Learning (ICML 2020) | June 2020
