76 citations · 80 across the 4 of their papers we have counts for
4 papers
Spatially Adaptive Self-Supervised Learning for Real-World Image Denoising
Junyi Li, Zhilu Zhang, Xiaoyu Liu +4
Significant progress has been made in self-supervised image denoising (SSID) in the recent few years. However, most methods focus on dealing with spatially independent noise, and t…
CAT: Causal Audio Transformer for Audio Classification
Xiaoyu Liu, Hanlin Lu, Jianbo Yuan +1
The attention-based Transformers have been increasingly applied to audio classification because of their global receptive field and ability to handle long-term dependency. However,…
Towards Label-efficient Automatic Diagnosis and Analysis: A Comprehensive Survey of Advanced Deep Learning-based Weakly-supervised, Semi-supervised and Self-supervised Techniques in Histopathological Image Analysis
Linhao Qu, Siyu Liu, Xiaoyu Liu +2
Histopathological images contain abundant phenotypic information and pathological patterns, which are the gold standards for disease diagnosis and essential for the prediction of p…
Comparing CSI and PCA in Amalgamation with JPEG for Spectral Image Compression
Muhammad Safdar, Ming Ronnier Luo, Xiaoyu Liu
Continuing our previous research on color image compression, we move towards spectral image compression. This enormous amount of data needs more space to store and more time to tra…