research
∙
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...
share
research
∙
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 ...
research
∙
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...
research
∙
05/04/2022
Towards Theoretical Analysis of Transformation Complexity of ReLU DNNs
This paper aims to theoretically analyze the complexity of feature trans...
research
∙
02/23/2022
Truncated LinUCB for Stochastic Linear Bandits
This paper considers contextual bandits with a finite number of arms, wh...
research
∙
02/15/2022
Enhancing Cross-lingual Prompting with Mask Token Augmentation
Prompting shows promising results in few-shot scenarios. However, its st...
research
∙
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...
research
∙
11/05/2021
A Unified Game-Theoretic Interpretation of Adversarial Robustness
This paper provides a unified view to explain different adversarial atta...
research
∙
04/15/2021
Shoulder Implant X-Ray Manufacturer Classification: Exploring with Vision Transformer
Shoulder replacement surgery, also called total shoulder replacement, is...
research
∙
03/09/2021
Self-supervised Regularization for Text Classification
Text classification is a widely studied problem and has broad applicatio...
research
∙
11/16/2020
Spatiotemporal Characteristics of Ride-sourcing Operation in Urban Area
The emergence of ride-sourcing platforms has brought an innovative alter...
research
∙
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...
research
∙
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...
research
∙
04/07/2020
MedDialog: A Large-scale Medical Dialogue Dataset
Medical dialogue systems are promising in assisting in telemedicine to i...
research
∙
03/05/2019