Tzu-Kuo Huang | DeepAI

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∙ 04/12/2023

SmartChoices: Augmenting Software with Learned Implementations

We are living in a golden age of machine learning. Powerful models are b...

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∙ 03/13/2020

Long-term Prediction of Vehicle Behavior using Short-term Uncertainty-aware Trajectories and High-definition Maps

Motion prediction of surrounding vehicles is one of the most important t...

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∙ 06/20/2019

Predicting Motion of Vulnerable Road Users using High-Definition Maps and Efficient ConvNets

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∙ 09/18/2018

Multimodal Trajectory Predictions for Autonomous Driving using Deep Convolutional Networks

Autonomous driving presents one of the largest problems that the robotic...

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∙ 03/03/2017

Active Learning for Cost-Sensitive Classification

We design an active learning algorithm for cost-sensitive multiclass cla...

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∙ 06/29/2015

Efficient and Parsimonious Agnostic Active Learning

We develop a new active learning algorithm for the streaming setting sat...

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