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06/23/2023
An Overview about Emerging Technologies of Autonomous Driving
Since DARPA started Grand Challenges in 2004 and Urban Challenges in 200...
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05/22/2023
U-DiT TTS: U-Diffusion Vision Transformer for Text-to-Speech
Deep learning has led to considerable advances in text-to-speech synthes...
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01/25/2023
HEAR4Health: A blueprint for making computer audition a staple of modern healthcare
Recent years have seen a rapid increase in digital medicine research in ...
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11/25/2022
DMIS: Dynamic Mesh-based Importance Sampling for Training Physics-Informed Neural Networks
Modeling dynamics in the form of partial differential equations (PDEs) i...
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11/10/2022
Semantic Learning and Emulation Based Cross-platform Binary Vulnerability Seeker
Clone detection is widely exploited for software vulnerability search. T...
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10/06/2022
An Overview of Affective Speech Synthesis and Conversion in the Deep Learning Era
Speech is the fundamental mode of human communication, and its synthesis...
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08/31/2022
LawBreaker: An Approach for Specifying Traffic Laws and Fuzzing Autonomous Vehicles
Autonomous driving systems (ADSs) must be tested thoroughly before they ...
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08/17/2022
UniLayout: Taming Unified Sequence-to-Sequence Transformers for Graphic Layout Generation
To satisfy various user needs, different subtasks of graphic layout gene...
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06/22/2022
Dynamic Restrained Uncertainty Weighting Loss for Multitask Learning of Vocal Expression
We propose a novel Dynamic Restrained Uncertainty Weighting Loss to expe...
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06/18/2022
Redundancy Reduction Twins Network: A Training framework for Multi-output Emotion Regression
In this paper, we propose the Redundancy Reduction Twins Network (RRTN),...
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06/14/2022
Exploring speaker enrolment for few-shot personalisation in emotional vocalisation prediction
In this work, we explore a novel few-shot personalisation architecture f...
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05/16/2022
Explanation-Guided Fairness Testing through Genetic Algorithm
The fairness characteristic is a critical attribute of trusted AI system...
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03/31/2022
A Temporal-oriented Broadcast ResNet for COVID-19 Detection
Detecting COVID-19 from audio signals, such as breathing and coughing, c...
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03/29/2022
An Overview Analysis of Sequence-to-Sequence Emotional Voice Conversion
Emotional voice conversion (EVC) focuses on converting a speech utteranc...
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03/16/2021
From Innovations to Prospects: What Is Hidden Behind Cryptocurrencies?
The great influence of Bitcoin has promoted the rapid development of blo...
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01/26/2021
A General Framework Combining Generative Adversarial Networks and Mixture Density Networks for Inverse Modeling in Microstructural Materials Design
Microstructural materials design is one of the most important applicatio...
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01/05/2021
Theory and Applications of Financial Chaos Index
We develop a new stock market index that captures the chaos existing in ...
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11/11/2020
GRCNN: Graph Recognition Convolutional Neural Network for Synthesizing Programs from Flow Charts
Program synthesis is the task to automatically generate programs based o...
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04/30/2020
An Early Study on Intelligent Analysis of Speech under COVID-19: Severity, Sleep Quality, Fatigue, and Anxiety
The COVID-19 outbreak was announced as a global pandemic by the World He...
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04/22/2020
Scalable Attack on Graph Data by Injecting Vicious Nodes
Recent studies have shown that graph convolution networks (GCNs) are vul...
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07/28/2019
A real-time iterative machine learning approach for temperature profile prediction in additive manufacturing processes
Additive Manufacturing (AM) is a manufacturing paradigm that builds thre...
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07/07/2019
IRNet: A General Purpose Deep Residual Regression Framework for Materials Discovery
Materials discovery is crucial for making scientific advances in many do...
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08/02/2018
sCompile: Critical Path Identification and Analysis for Smart Contracts
Smart contracts are an innovation built on top of the blockchain technol...
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03/19/2018