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07/08/2023
Emotion-Guided Music Accompaniment Generation Based on Variational Autoencoder
Music accompaniment generation is a crucial aspect in the composition pr...
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05/29/2023
Counterpart Fairness – Addressing Systematic between-group Differences in Fairness Evaluation
When using machine learning (ML) to aid decision-making, it is critical ...
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03/31/2023
Cross-Cultural Transfer Learning for Chinese Offensive Language Detection
Detecting offensive language is a challenging task. Generalizing across ...
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03/30/2023
Assessing Cross-Cultural Alignment between ChatGPT and Human Societies: An Empirical Study
The recent release of ChatGPT has garnered widespread recognition for it...
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03/21/2023
Joint Visual Grounding and Tracking with Natural Language Specification
Tracking by natural language specification aims to locate the referred t...
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03/01/2023
An Improved Christofides Mechanism for Local Differential Privacy Framework
The development of Internet technology enables an analysis on the whole ...
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07/22/2022
CoqQ: Foundational Verification of Quantum Programs
CoqQ is a framework for reasoning about quantum programs in the Coq proo...
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06/29/2022
Using Twitter Data to Understand Public Perceptions of Approved versus Off-label Use for COVID-19-related Medications
Understanding public discourse on emergency use of unproven therapeutics...
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02/05/2022
GraphEye: A Novel Solution for Detecting Vulnerable Functions Based on Graph Attention Network
With the continuous extension of the Industrial Internet, cyber incident...
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10/15/2021
A Dual-Perception Graph Neural Network with Multi-hop Graph Generator
Graph neural networks (GNNs) have drawn increasing attention in recent y...
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09/10/2021
Generating Self-Contained and Summary-Centric Question Answer Pairs via Differentiable Reward Imitation Learning
Motivated by suggested question generation in conversational news recomm...
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08/09/2021
Spatial-Temporal Deep Intention Destination Networks for Online Travel Planning
Nowadays, artificial neural networks are widely used for users' online t...
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06/17/2021
Cooperative Multi-Agent Reinforcement Learning Based Distributed Dynamic Spectrum Access in Cognitive Radio Networks
With the development of the 5G and Internet of Things, amounts of wirele...
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04/12/2021
Scalable Power Control/Beamforming in Heterogeneous Wireless Networks with Graph Neural Networks
Machine learning (ML) has been widely used for efficient resource alloca...
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02/02/2021
Deep Convolutional Neural Networks to Predict Mutual Coupling Effects in Metasurfaces
Metasurfaces have provided a novel and promising platform for the realiz...
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01/30/2021
A Quantum Interpretation of Bunched Logic for Quantum Separation Logic
We propose a model of the substructural logic of Bunched Implications (B...
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10/19/2020
Question Generation for Supporting Informational Query Intents
Users frequently ask simple factoid questions when encountering question...
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10/15/2020
Research on AI Composition Recognition Based on Music Rules
The development of artificial intelligent composition has resulted in th...
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09/09/2020
Solving the k-sparse Eigenvalue Problem with Reinforcement Learning
We examine the possibility of using a reinforcement learning (RL) algori...
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08/16/2020
Inverse Reinforcement Learning with Natural Language Goals
Humans generally use natural language to communicate task requirements a...
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06/11/2020
XiaoiceSing: A High-Quality and Integrated Singing Voice Synthesis System
This paper presents XiaoiceSing, a high-quality singing voice synthesis ...
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01/01/2020
A Freeform Dielectric Metasurface Modeling Approach Based on Deep Neural Networks
Metasurfaces have shown promising potentials in shaping optical wavefron...
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11/28/2019
Poq: Projection-based Runtime Assertions for Debugging on a Quantum Computer
In this paper, we propose Poq, a runtime assertion scheme for debugging ...
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11/28/2019
Expected Runtime of Quantum Programs
Building upon recent work on probabilistic programs, we formally define ...
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11/07/2019
Multi-domain Dialogue State Tracking as Dynamic Knowledge Graph Enhanced Question Answering
Multi-domain dialogue state tracking (DST) is a critical component for c...
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08/13/2019
Generative Multi-Functional Meta-Atom and Metasurface Design Networks
Metasurfaces are being widely investigated and adopted for their promisi...
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06/08/2019
A Novel Modeling Approach for All-Dielectric Metasurfaces Using Deep Neural Networks
Metasurfaces have become a promising means for manipulating optical wave...
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04/22/2019
On Parameter Estimation of the Hidden Gaussian Process in perturbed SDE
We present results on parameter estimation and non-parameter estimation ...
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04/17/2019
Cycle-SUM: Cycle-consistent Adversarial LSTM Networks for Unsupervised Video Summarization
In this paper, we present a novel unsupervised video summarization model...
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03/26/2019
Protocols for Packet Quantum Network Intercommunication
A quantum network, which involves multiple parties pinging each other wi...
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01/16/2019
Coupling Techniques for Reasoning about Quantum Programs
Relational verification of quantum programs has many potential applicati...
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12/21/2018
The Design and Implementation of XiaoIce, an Empathetic Social Chatbot
This paper describes the development of the Microsoft XiaoIce system, th...
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12/03/2018
Modeling Treatment Delays for Patients using Feature Label Pairs in a Time Series
Pharmaceutical targeting is one of key inputs for making sales and marke...
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11/07/2018
RNNFast: An Accelerator for Recurrent Neural Networks Using Domain Wall Memory
Recurrent Neural Networks (RNNs) are an important class of neural networ...
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07/16/2018
Object Relation Detection Based on One-shot Learning
Detecting the relations among objects, such as "cat on sofa" and "person...
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04/10/2018
Understanding Humans in Crowded Scenes: Deep Nested Adversarial Learning and A New Benchmark for Multi-Human Parsing
Despite the noticeable progress in perceptual tasks like detection, inst...
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03/28/2018
Quantum Coupling and Strassen Theorem
We introduce a quantum generalisation of the notion of coupling in proba...
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12/07/2017
End-to-End Offline Goal-Oriented Dialog Policy Learning via Policy Gradient
Learning a goal-oriented dialog policy is generally performed offline wi...
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12/04/2017
Learning Deep Correspondence through Prior and Posterior Feature Constancy
Stereo matching algorithms usually consist of four steps, including matc...
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10/26/2017
Q|SI〉: A Quantum Programming Environment
This paper describes a quantum programming environment, named Q|SI〉. It ...
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03/24/2015
