31 citations · 50 across the 6 of their papers we have counts for
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cs.LG2021★ 3 cited
On the Robustness of Monte Carlo Dropout Trained with Noisy Labels
Purvi Goel, Li Chen
The memorization effect of deep learning hinders its performance to effectively generalize on test set when learning with noisy labels. Prior study has discovered that epistemic un…
cs.LG2021★ 7 cited
ICodeNet -- A Hierarchical Neural Network Approach for Source Code Author Identification
Pranali Bora, Tulika Awalgaonkar, Himanshu Palve +2
With the open-source revolution, source codes are now more easily accessible than ever. This has, however, made it easier for malicious users and institutions to copy the code with…
cs.LG2020★ 3 cited
Robust Deep Learning with Active Noise Cancellation for Spatial Computing
Li Chen, David Yang, Purvi Goel +1
This paper proposes CANC, a Co-teaching Active Noise Cancellation method, applied in spatial computing to address deep learning trained with extreme noisy labels. Deep learning alg…