no code implementations • 15 Feb 2024 • Allison Chen, Ilia Sucholutsky, Olga Russakovsky, Thomas L. Griffiths
Does language help make sense of the visual world?
no code implementations • 24 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.
1 code implementation • 30 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.
1 code implementation • 18 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.