Zhen-Yu Chen

Adaptive Attentional Network for Few-Shot Knowledge Graph Completion

2020

Few-shot Knowledge Graph (KG) completion is a focus of current research, where each task aims at querying unseen facts of a relation given its few-shot reference entity pairs. Recent attempts solve this problem by learning …

Blind Denoising Using Dense in Dense Network with Attention Module

2025

Effective denoising is fundamental in image restoration, significantly impacting downstream computer vision tasks. Conventional CNN-based denoising models rely on paired training data of clean and noisy images, yet clean images are often unavailable in practical …