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11/09/2022
Masked Vision-Language Transformers for Scene Text Recognition
Scene text recognition (STR) enables computers to recognize and read the...
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04/12/2022
A deep learning method for solving stochastic optimal control problems driven by fully-coupled FBSDEs
In this paper, we mainly focus on the numerical solution of high-dimensi...
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11/04/2021
A control method for solving high-dimensional Hamiltonian systems through deep neural networks
In this paper, we mainly focus on solving high-dimensional stochastic Ha...
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06/05/2021
Signal Transformer: Complex-valued Attention and Meta-Learning for Signal Recognition
Deep neural networks have been shown as a class of useful tools for addr...
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07/05/2020
Deep learning method for solving stochastic optimal control problem via stochastic maximum principle
In this paper, we aim to solve the stochastic optimal control problem vi...
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12/30/2019
PMC-GANs: Generating Multi-Scale High-Quality Pedestrian with Multimodal Cascaded GANs
Recently, generative adversarial networks (GANs) have shown great advant...
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07/11/2019