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08/18/2023
On a numerical artifact of solving shallow water equations with a discontinuous bottom: Analysis and a nontransonic fix
In this paper, we study a numerical artifact of solving the nonlinear sh...
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07/12/2023
The Runge–Kutta discontinuous Galerkin method with compact stencils for hyperbolic conservation laws
In this paper, we develop a new type of Runge–Kutta (RK) discontinuous G...
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05/25/2023
Stecformer: Spatio-temporal Encoding Cascaded Transformer for Multivariate Long-term Time Series Forecasting
Multivariate long-term time series forecasting is of great application a...
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04/20/2023
Towards the Universal Defense for Query-Based Audio Adversarial Attacks
Recently, studies show that deep learning-based automatic speech recogni...
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04/18/2023
Towards the Transferable Audio Adversarial Attack via Ensemble Methods
In recent years, deep learning (DL) models have achieved significant pro...
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03/21/2023
Robust Table Structure Recognition with Dynamic Queries Enhanced Detection Transformer
We present a new table structure recognition (TSR) approach, called TSRF...
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11/04/2022
Mixline: A Hybrid Reinforcement Learning Framework for Long-horizon Bimanual Coffee Stirring Task
Bimanual activities like coffee stirring, which require coordination of ...
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08/09/2022
TSRFormer: Table Structure Recognition with Transformers
We present a new table structure recognition (TSR) approach, called TSRF...
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03/10/2022
Stability of structure-aware Taylor methods for tents
Structure-aware Taylor (SAT) methods are a class of timestepping schemes...
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01/17/2022
On Energy Laws and Stability of Runge–Kutta Methods for Linear Seminegative Problems
This paper presents a systematic theoretical framework to derive the ene...
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10/20/2020
Real-time Localized Photorealistic Video Style Transfer
We present a novel algorithm for transferring artistic styles of semanti...
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04/23/2020
Joint Bilateral Learning for Real-time Universal Photorealistic Style Transfer
Photorealistic style transfer is the task of transferring the artistic s...
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01/03/2020
Error analysis of Runge–Kutta discontinuous Galerkin methods for linear time-dependent partial differential equations
In this paper, we present error estimates of fully discrete Runge–Kutta ...
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12/30/2019
On structure-preserving discontinuous Galerkin methods for Hamiltonian partial differential equations: Energy conservation and multi-symplecticity
In this paper, we present and study discontinuous Galerkin (DG) methods ...
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12/25/2019
Enforcing strong stability of explicit Runge–Kutta methods with superviscosity
A time discretization method is called strongly stable, if the norm of i...
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07/01/2019
Low-memory, discrete ordinates, discontinuous Galerkin methods for radiative transport
The discrete ordinates discontinuous Galerkin (S_N-DG) method is a well-...
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11/22/2016
Deep Recurrent Convolutional Neural Network: Improving Performance For Speech Recognition
A deep learning approach has been widely applied in sequence modeling pr...
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11/16/2016