Search Results for author: Allison Chen

Found 4 papers, 2 papers with code

Fall Detection using Knowledge Distillation Based Long short-term memory for Offline Embedded and Low Power Devices

no code implementations24 Aug 2023 Hannah Zhou, Allison Chen, Celine Buer, Emily Chen, Kayleen Tang, Lauryn Gong, Zhiqi Liu, Jianbin Tang

This paper presents a cost-effective, low-power approach to unintentional fall detection using knowledge distillation-based LSTM (Long Short-Term Memory) models to significantly improve accuracy.

Knowledge Distillation Time Series

Monitored Distillation for Positive Congruent Depth Completion

1 code implementation30 Mar 2022 Tian Yu Liu, Parth Agrawal, Allison Chen, Byung-Woo Hong, Alex Wong

In the absence of ground truth for model selection and training, our method, termed Monitored Distillation, allows a student to exploit a blind ensemble of teachers by selectively learning from predictions that best minimize the reconstruction error for a given image.

Depth Completion Image Reconstruction +2

Small Lesion Segmentation in Brain MRIs with Subpixel Embedding

1 code implementation18 Sep 2021 Alex Wong, Allison Chen, Yangchao Wu, Safa Cicek, Alexandre Tiard, Byung-Woo Hong, Stefano Soatto

We propose a neural network architecture in the form of a standard encoder-decoder where predictions are guided by a spatial expansion embedding network.

Lesion Segmentation

Cannot find the paper you are looking for? You can Submit a new open access paper.