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08/20/2023
AutoReP: Automatic ReLU Replacement for Fast Private Network Inference
The growth of the Machine-Learning-As-A-Service (MLaaS) market has highl...
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05/26/2023
Improved Sales Forecasting using Trend and Seasonality Decomposition with LightGBM
Retail sales forecasting presents a significant challenge for large reta...
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05/25/2023
Nonparametric Identification and Estimation of Earnings Dynamics using a Hidden Markov Model: Evidence from the PSID
This paper presents a hidden Markov model designed to investigate the co...
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05/16/2023
Boosting Event Extraction with Denoised Structure-to-Text Augmentation
Event extraction aims to recognize pre-defined event triggers and argume...
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04/28/2023
NNSplitter: An Active Defense Solution to DNN Model via Automated Weight Obfuscation
As a type of valuable intellectual property (IP), deep neural network (D...
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04/11/2023
Multi-granulariy Time-based Transformer for Knowledge Tracing
In this paper, we present a transformer architecture for predicting stud...
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12/14/2022
THMA: Tencent HD Map AI System for Creating HD Map Annotations
Nowadays, autonomous vehicle technology is becoming more and more mature...
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09/24/2022
Accelerating Reinforcement Learning for Autonomous Driving using Task-Agnostic and Ego-Centric Motion Skills
Efficient and effective exploration in continuous space is a central pro...
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08/17/2022
ObfuNAS: A Neural Architecture Search-based DNN Obfuscation Approach
Malicious architecture extraction has been emerging as a crucial concern...
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12/20/2021
TFDPM: Attack detection for cyber-physical systems with diffusion probabilistic models
With the development of AIoT, data-driven attack detection methods for c...
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06/18/2021
ScoreGrad: Multivariate Probabilistic Time Series Forecasting with Continuous Energy-based Generative Models
Multivariate time series prediction has attracted a lot of attention bec...
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11/07/2020
Search-Based Online Trajectory Planning for Car-like Robots in Highly Dynamic Environments
This paper presents a search-based partial motion planner to generate dy...
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10/29/2020
Online State-Time Trajectory Planning Using Timed-ESDF in Highly Dynamic Environments
Online state-time trajectory planning in highly dynamic environments rem...
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03/31/2020