Search Results for author: William Lu

Found 2 papers, 2 papers with code

On the Stability of Expressive Positional Encodings for Graphs

1 code implementation4 Oct 2023 Yinan Huang, William Lu, Joshua Robinson, Yu Yang, Muhan Zhang, Stefanie Jegelka, Pan Li

Despite many attempts to address non-uniqueness, most methods overlook stability, leading to poor generalization on unseen graph structures.

Molecular Property Prediction Out-of-Distribution Generalization +1

Deep object detection for waterbird monitoring using aerial imagery

1 code implementation10 Oct 2022 Krish Kabra, Alexander Xiong, Wenbin Li, Minxuan Luo, William Lu, Raul Garcia, Dhananjay Vijay, Jiahui Yu, Maojie Tang, Tianjiao Yu, Hank Arnold, Anna Vallery, Richard Gibbons, Arko Barman

In this work, we present a deep learning pipeline that can be used to precisely detect, count, and monitor waterbirds using aerial imagery collected by a commercial drone.

Management Object +1

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