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09/20/2023
ElasticNotebook: Enabling Live Migration for Computational Notebooks (Technical Report)
Computational notebooks (e.g., Jupyter, Google Colab) are widely used fo...
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08/11/2023
Traceability of Water Pollution: An Inversion Scheme Via Dynamic CGO Solutions
We aim to identify the time-dependent source term in the diffusion equat...
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07/25/2023
Curvature-based Transformer for Molecular Property Prediction
The prediction of molecular properties is one of the most important and ...
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04/16/2023
Autoencoders with Intrinsic Dimension Constraints for Learning Low Dimensional Image Representations
Autoencoders have achieved great success in various computer vision appl...
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12/29/2022
A Deep Learning Method for Real-time Bias Correction of Wind Field Forecasts in the Western North Pacific
Forecasts by the European Centre for Medium-Range Weather Forecasts (ECM...
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10/04/2022
GIDN: A Lightweight Graph Inception Diffusion Network for High-efficient Link Prediction
In this paper, we propose a Graph Inception Diffusion Networks(GIDN) mod...
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09/17/2022
Hand and Arm Gesture-based Human-Robot Interaction: A Review
The study of Human-Robot Interaction (HRI) aims to create close and frie...
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08/31/2022
Application of Data Encryption in Chinese Named Entity Recognition
Recently, with the continuous development of deep learning, the performa...
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07/08/2022
Product Segmentation Newsvendor Problems: A Robust Learning Approach
We propose and analyze a product segmentation newsvendor problem, which ...
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06/15/2022
Nebula Graph: An open source distributed graph database
This paper introduces the recent work of Nebula Graph, an open-source, d...
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02/28/2022
Filter-enhanced MLP is All You Need for Sequential Recommendation
Recently, deep neural networks such as RNN, CNN and Transformer have bee...
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01/05/2022
Synthesizing Tensor Transformations for Visual Self-attention
Self-attention shows outstanding competence in capturing long-range rela...
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11/10/2021
STNN-DDI: A Substructure-aware Tensor Neural Network to Predict Drug-Drug Interactions
Motivation: Computational prediction of multiple-type drug-drug interact...
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04/12/2021
Dual Discriminator Adversarial Distillation for Data-free Model Compression
Knowledge distillation has been widely used to produce portable and effi...
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03/18/2021
Similarity Transfer for Knowledge Distillation
Knowledge distillation is a popular paradigm for learning portable neura...
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01/29/2021
Positivity-preserving third order DG schemes for Poisson–Nernst–Planck equations
In this paper, we design and analyze third order positivity-preserving d...
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09/02/2020
3D Facial Geometry Recovery from a Depth View with Attention Guided Generative Adversarial Network
We present to recover the complete 3D facial geometry from a single dept...
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09/02/2020
Real-time 3D Facial Tracking via Cascaded Compositional Learning
We propose to learn a cascade of globally-optimized modular boosted fern...
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07/19/2020
PIoU Loss: Towards Accurate Oriented Object Detection in Complex Environments
Object detection using an oriented bounding box (OBB) can better target ...
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03/25/2020
QoS-Based Source and Relay Secure Optimization Design with Presence of Channel Uncertainty
In this letter, we study relay-aided networks with presence of single ea...
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03/24/2020
Robust Beamforming Design for Sum Secrecy Rate Optimization in MU-MISO Networks
This paper studies the beamforming design problem of a multi-user downli...
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09/22/2019
Performance optimization of convolution calculation by blocking and sparsity on GPU
Convolution neural network (CNN) plays a paramount role in machine learn...
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07/27/2019
THIRD ORDER MAXIMUM-PRINCIPLE-SATISFYING DG SCHEMES Third Order Maximum-Principle-Satisfying DG schemes for Convection-Diffusion problems with Anisotropic Diffusivity DIFFUSIVI
For a class of convection-diffusion equations with variable diffusivity,...
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06/12/2019
A K-means-based Multi-subpopulation Particle Swarm Optimization for Neural Network Ensemble
This paper presents a k-means-based multi-subpopulation particle swarm o...
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04/01/2019
Deep Clustering With Intra-class Distance Constraint for Hyperspectral Images
The high dimensionality of hyperspectral images often results in the deg...
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08/10/2015
Improve the Evaluation of Fluency Using Entropy for Machine Translation Evaluation Metrics
The widely-used automatic evaluation metrics cannot adequately reflect t...
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08/09/2015
An Automatic Machine Translation Evaluation Metric Based on Dependency Parsing Model
Most of the syntax-based metrics obtain the similarity by comparing the ...
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10/21/2013