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09/14/2023
What Matters to Enhance Traffic Rule Compliance of Imitation Learning for Automated Driving
More research attention has recently been given to end-to-end autonomous...
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07/08/2023
Hybrid Successive Interference Cancellation and Power Adaptation: a Win-Win Strategy for Robust Uplink NOMA Transmission
The aim of this paper is to reveal the importance of hybrid successive i...
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07/04/2023
New Designs of Robust Uplink NOMA in Cognitive Radio Inspired Communications
This paper considers a cognitive radio inspired uplink communication sce...
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03/05/2023
MINER: A Hybrid Data-Driven Approach for REST API Fuzzing
In recent years, REST API fuzzing has emerged to explore errors on a clo...
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12/31/2022
Autonomous Driving Simulator based on Neurorobotics Platform
There are many artificial intelligence algorithms for autonomous driving...
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11/22/2022
OpenFE: Automated Feature Generation beyond Expert-level Performance
The goal of automated feature generation is to liberate machine learning...
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04/29/2022
Family of Two Dimensional Transition Metal Dichlorides Fundamental Properties, Structural Defects, and Environmental Stability
A large number of novel two-dimensional (2D) materials are constantly di...
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02/23/2022
Compositional Model Checking of Consensus Protocols Specified in TLA+ via Interaction-Preserving Abstraction
Consensus protocols are widely used in building reliable distributed sof...
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10/17/2020
MESA: Boost Ensemble Imbalanced Learning with MEta-SAmpler
Imbalanced learning (IL), i.e., learning unbiased models from class-imba...
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05/07/2020
Nonparametric Estimation of the Fisher Information and Its Applications
This paper considers the problem of estimation of the Fisher information...
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04/30/2020
A 6G White Paper on Connectivity for Remote Areas
In many places all over the world rural and remote areas lack proper con...
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01/13/2020
Relational State-Space Model for Stochastic Multi-Object Systems
Real-world dynamical systems often consist of multiple stochastic subsys...
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12/15/2019
Progressive Neural Index Search for Database System
In database systems, index is the key component to support efficient sea...
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11/27/2019
Multi-Range Attentive Bicomponent Graph Convolutional Network for Traffic Forecasting
Traffic forecasting is of great importance to transportation management ...
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09/08/2019
Self-paced Ensemble for Highly Imbalanced Massive Data Classification
Many real-world applications reveal difficulties in learning classifiers...
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09/08/2019
Training Effective Ensemble on Imbalanced Data by Self-paced Harmonizing Classification Hardness
Many real-world applications reveal difficulties in learning classifiers...
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06/24/2019
LMVP: Video Predictor with Leaked Motion Information
We propose a Leaked Motion Video Predictor (LMVP) to predict future fram...
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04/16/2019
Doc2EDAG: An End-to-End Document-level Framework for Chinese Financial Event Extraction
Most existing event extraction (EE) methods merely extract event argumen...
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05/27/2018
BRITS: Bidirectional Recurrent Imputation for Time Series
Time series are widely used as signals in many classification/regression...
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03/04/2018
Could Interaction with Social Robots Facilitate Joint Attention of Children with Autism Spectrum Disorder?
This research addressed whether interactions with social robots could fa...
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05/24/2013