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Posts by Collection
portfolio
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publications
YOLO Based Real-Time Human Detection for Smart Video Surveillance at the Edge
Published in IEEE Eighth International Conference on Communications and Electronics (ICCE), 2020
We introduce a yolo-based network architechture for human detection attaining the trade-off between accuracy and processing time on edge devices.
Generalization Bounds for Deep Transfer Learning Using Majority Predictor Accuracy
Published in 2022 The International Symposium on Information Theory and Its Applications (ISITA), 2022
We analyze new generalization bounds for deep learning models trained by transfer learning from a source to a target task.
Simple Transferability Estimation for Regression Tasks
Published in 39th Conference on Uncertainty in Artificial Intelligence (UAI), 2023
We introduce a family of simple, yet effective transferability estimators to predict the transfer learning performance between two regression tasks.
talks
Talk 1 on Relevant Topic in Your Field
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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teaching
Introduction to Programming
IT1110, Hanoi University of Science and Technology, SoICT, 2020
Data Structures
COP3530, Florida International University, 1900