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08/29/2023
RED: A Systematic Real-Time Scheduling Approach for Robotic Environmental Dynamics
Intelligent robots are designed to effectively navigate dynamic and unpr...
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08/20/2023
Minimalist Traffic Prediction: Linear Layer Is All You Need
Traffic prediction is essential for the progression of Intelligent Trans...
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07/22/2023
MIMONet: Multi-Input Multi-Output On-Device Deep Learning
Future intelligent robots are expected to process multiple inputs simult...
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06/12/2023
Localised Adaptive Spatial-Temporal Graph Neural Network
Spatial-temporal graph models are prevailing for abstracting and modelli...
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05/22/2023
Representing Input Transformations by Low-Dimensional Parameter Subspaces
Deep models lack robustness to simple input transformations such as rota...
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02/22/2022
Hyper Attention Recurrent Neural Network: Tackling Temporal Covariate Shift in Time Series Analysis
Analyzing long time series with RNNs often suffers from infeasible train...
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05/23/2019
Disentangling Redundancy for Multi-Task Pruning
Can prior network pruning strategies eliminate redundancy in multiple co...
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05/24/2018