research
∙
03/03/2021
Dynamic Offloading Design in Time-Varying Mobile Edge Networks with Deep Reinforcement Learning Approach
Mobile edge computing (MEC) is regarded as a promising wireless access a...
share
research
∙
02/20/2021
Meta-Learning Dynamics Forecasting Using Task Inference
Current deep learning models for dynamics forecasting struggle with gene...
research
∙
11/03/2020
Deep Reinforcement Learning Based Dynamic Route Planning for Minimizing Travel Time
Route planning is important in transportation. Existing works focus on f...
research
∙
09/16/2020
Reconfigurable Intelligent Surface Aided Wireless Localization
The advantages of millimeter-wave and large antenna arrays technologies ...
research
∙
07/09/2020
Neural Architecture Search with GBDT
Neural architecture search (NAS) with an accuracy predictor that predict...
research
∙
04/29/2020
Syntax-aware Data Augmentation for Neural Machine Translation
Data augmentation is an effective performance enhancement in neural mach...
research
∙
03/30/2020
Label-Efficient Learning on Point Clouds using Approximate Convex Decompositions
The problems of shape classification and part segmentation from 3D point...
research
∙
02/08/2020
Incorporating Symmetry into Deep Dynamics Models for Improved Generalization
Training machine learning models that can learn complex spatiotemporal d...
research
∙
01/14/2020
Deep Audio-Visual Learning: A Survey
Audio-visual learning, aimed at exploiting the relationship between audi...
research
∙
06/06/2019
Deep Reinforcement Learning for Multi-objective Optimization
This study proposes an end-to-end framework for solving multi-objective ...
research
∙
12/17/2018
An Atari Model Zoo for Analyzing, Visualizing, and Comparing Deep Reinforcement Learning Agents
Much human and computational effort has aimed to improve how deep reinfo...
research
∙
10/02/2018
Band Assignment in Dual Band Systems: A Learning-based Approach
We consider the band assignment problem in dual band systems, where the ...
research
∙
08/03/2018
LDSO: Direct Sparse Odometry with Loop Closure
In this paper we present an extension of Direct Sparse Odometry (DSO) to...
research
∙
01/09/2018
