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07/05/2023
Multi-Agent Cooperation via Unsupervised Learning of Joint Intentions
The field of cooperative multi-agent reinforcement learning (MARL) has s...
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06/10/2023
Long-term Microscopic Traffic Simulation with History-Masked Multi-agent Imitation Learning
A realistic long-term microscopic traffic simulator is necessary for und...
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02/21/2023
Generalization Bounds for Adversarial Contrastive Learning
Deep networks are well-known to be fragile to adversarial attacks, and a...
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02/13/2023
An Application of Deep Learning for Sweet Cherry Phenotyping using YOLO Object Detection
Tree fruit breeding is a long-term activity involving repeated measureme...
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02/09/2023
Better Diffusion Models Further Improve Adversarial Training
It has been recognized that the data generated by the denoising diffusio...
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02/08/2023
WAT: Improve the Worst-class Robustness in Adversarial Training
Deep Neural Networks (DNN) have been shown to be vulnerable to adversari...
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06/15/2022
CLNode: Curriculum Learning for Node Classification
Node classification is a fundamental graph-based task that aims to predi...
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06/07/2022
PP-OCRv3: More Attempts for the Improvement of Ultra Lightweight OCR System
Optical character recognition (OCR) technology has been widely used in v...
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03/01/2022
EPPAC: Entity Pre-typing Relation Classification with Prompt AnswerCentralizing
Relation classification (RC) aims to predict the relationship between a ...
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09/07/2021
PP-OCRv2: Bag of Tricks for Ultra Lightweight OCR System
Optical Character Recognition (OCR) systems have been widely used in var...
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11/23/2020
The Emerging Trends of Multi-Label Learning
Exabytes of data are generated daily by humans, leading to the growing n...
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11/11/2020
Matrix Completion with Noise via Leveraged Sampling
Many matrix completion methods assume that the data follows the uniform ...
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09/21/2020
PP-OCR: A Practical Ultra Lightweight OCR System
The Optical Character Recognition (OCR) systems have been widely used in...
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06/19/2020
Opinion Maximization in Social Trust Networks
Social media sites are now becoming very important platforms for product...
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08/21/2018