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08/09/2023
Feature Modulation Transformer: Cross-Refinement of Global Representation via High-Frequency Prior for Image Super-Resolution
Transformer-based methods have exhibited remarkable potential in single ...
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04/19/2023
Knowledge Distillation Under Ideal Joint Classifier Assumption
Knowledge distillation is a powerful technique to compress large neural ...
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01/16/2023
TDSTF: Transformer-based Diffusion probabilistic model for Sparse Time series Forecasting
Time series probabilistic forecasting with multi-dimensional and sporadi...
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09/08/2022
SPIDER: A Practical Fuzzing Framework to Uncover Stateful Performance Issues in SDN Controllers
Performance issues in software-defined network (SDN) controllers can hav...
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07/31/2022
DeScoD-ECG: Deep Score-Based Diffusion Model for ECG Baseline Wander and Noise Removal
Objective: Electrocardiogram (ECG) signals commonly suffer noise interfe...
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01/30/2022
The Circular Matern Covariance Function and its Link to Markov Random Fields on the Circle
The link between Gaussian random fields and Markov random fields is well...
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11/19/2021
Deep Domain Adaptation for Pavement Crack Detection
Deep learning-based pavement cracks detection methods often require larg...
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08/05/2020
Fast top-K Cosine Similarity Search through XOR-Friendly Binary Quantization on GPUs
We explore the use of GPU for accelerating large scale nearest neighbor ...
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07/04/2020
Piecewise Divergence-Free H(div)-Nonconforming Virtual Elements for Stokes Problem in Any Dimensions
Piecewise divergence-free H(div)-nonconforming virtual elements are desi...
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07/02/2020
Automatic Horizontal Fusion for GPU Kernels
We present automatic horizontal fusion, a novel optimization technique t...
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11/28/2019
Securing Smart Contract On The Fly
We present Solythesis, a source to source Solidity compiler which takes ...
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10/22/2019
Multiple criteria decision-making for lane-change model
Simulation has long been an essential part of testing autonomous driving...
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08/22/2019
Spam Review Detection with Graph Convolutional Networks
Customers make a lot of reviews on online shopping websites every day, e...
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12/18/2018