9 citations · 11 across the 4 of their papers we have counts for
4 papers
Simple Contrastive Representation Learning for Time Series Forecasting
Xiaochen Zheng, Xingyu Chen, Manuel Schürch +3
Contrastive learning methods have shown an impressive ability to learn meaningful representations for image or time series classification. However, these methods are less effective…
Rare Wildlife Recognition with Self-Supervised Representation Learning
Xiaochen Zheng
Automated animal censuses with aerial imagery are a vital ingredient towards wildlife conservation. Recent models are generally based on supervised learning and thus require vast a…
MFFN: Multi-view Feature Fusion Network for Camouflaged Object Detection
Dehua Zheng, Xiaochen Zheng, Laurence T. Yang +3
Recent research about camouflaged object detection (COD) aims to segment highly concealed objects hidden in complex surroundings. The tiny, fuzzy camouflaged objects result in visu…
Self-Supervised Pretraining and Controlled Augmentation Improve Rare Wildlife Recognition in UAV Images
Xiaochen Zheng, Benjamin Kellenberger, Rui Gong +2
Automated animal censuses with aerial imagery are a vital ingredient towards wildlife conservation. Recent models are generally based on deep learning and thus require vast amounts…