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05/10/2022
Knowledge Augmented Machine Learning with Applications in Autonomous Driving: A Survey
The existence of representative datasets is a prerequisite of many succe...
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03/04/2022
F2DNet: Fast Focal Detection Network for Pedestrian Detection
Two-stage detectors are state-of-the-art in object detection as well as ...
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11/29/2021
Evaluating Privacy-Preserving Machine Learning in Critical Infrastructures: A Case Study on Time-Series Classification
With the advent of machine learning in applications of critical infrastr...
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05/14/2021
XAI Handbook: Towards a Unified Framework for Explainable AI
The field of explainable AI (XAI) has quickly become a thriving and prol...
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05/15/2019
TSXplain: Demystification of DNN Decisions for Time-Series using Natural Language and Statistical Features
Neural networks (NN) are considered as black-boxes due to the lack of ex...
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02/08/2018