Meng Zhou | DeepAI

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∙ 07/02/2023

Domain Transfer Through Image-to-Image Translation for Uncertainty-Aware Prostate Cancer Classification

Prostate Cancer (PCa) is often diagnosed using High-resolution 3.0 Tesla...

0 Meng Zhou, et al. ∙

∙ 12/09/2022

From Clozing to Comprehending: Retrofitting Pre-trained Language Model to Pre-trained Machine Reader

We present Pre-trained Machine Reader (PMR), a novel method to retrofit ...

0 Weiwen Xu, et al. ∙

∙ 12/09/2022

An Attention-based Multi-Scale Feature Learning Network for Multimodal Medical Image Fusion

Medical images play an important role in clinical applications. Multimod...

0 Meng Zhou, et al. ∙

∙ 05/04/2022

Towards Theoretical Analysis of Transformation Complexity of ReLU DNNs

This paper aims to theoretically analyze the complexity of feature trans...

0 Jie Ren, et al. ∙

∙ 02/23/2022

Truncated LinUCB for Stochastic Linear Bandits

This paper considers contextual bandits with a finite number of arms, wh...

0 Yanglei Song, et al. ∙

∙ 02/15/2022

Enhancing Cross-lingual Prompting with Mask Token Augmentation

Prompting shows promising results in few-shot scenarios. However, its st...

0 Meng Zhou, et al. ∙

∙ 12/14/2021

Heuristic Hyperparameter Optimization for Convolutional Neural Networks using Genetic Algorithm

In recent years, people from all over the world are suffering from one o...

0 Meng Zhou, et al. ∙

∙ 11/05/2021

A Unified Game-Theoretic Interpretation of Adversarial Robustness

This paper provides a unified view to explain different adversarial atta...

0 Jie Ren, et al. ∙

∙ 04/15/2021

Shoulder Implant X-Ray Manufacturer Classification: Exploring with Vision Transformer

Shoulder replacement surgery, also called total shoulder replacement, is...

0 Meng Zhou, et al. ∙

∙ 03/09/2021

Self-supervised Regularization for Text Classification

Text classification is a widely studied problem and has broad applicatio...

0 Meng Zhou, et al. ∙

∙ 11/16/2020

Spatiotemporal Characteristics of Ride-sourcing Operation in Urban Area

The emergence of ride-sourcing platforms has brought an innovative alter...

0 Simon Oh, et al. ∙

∙ 07/21/2020

Intelligent Exploration for User Interface Modules of Mobile App with Collective Learning

A mobile app interface usually consists of a set of user interface modul...

0 Jingbo Zhou, et al. ∙

∙ 07/06/2020

Learning Implicit Credit Assignment for Cooperative Multi-Agent Reinforcement Learning

We present a multi-agent actor-critic method that aims to implicitly add...

0 Meng Zhou, et al. ∙

∙ 04/07/2020

MedDialog: A Large-scale Medical Dialogue Dataset

Medical dialogue systems are promising in assisting in telemedicine to i...

9 Shu Chen, et al. ∙

∙ 03/05/2019

Towards Understanding Chinese Checkers with Heuristics, Monte Carlo Tree Search, and Deep Reinforcement Learning

The game of Chinese Checkers is a challenging traditional board game of ...

0 Ziyu Liu, et al. ∙

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