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cs.CV2022★ 2 cited
Transfer Learning for Segmentation Problems: Choose the Right Encoder and Skip the Decoder
Jonas Dippel, Matthias Lenga, Thomas Goerttler +2
It is common practice to reuse models initially trained on different data to increase downstream task performance. Especially in the computer vision domain, ImageNet-pretrained wei…
cs.SD2022
Fused Audio Instance and Representation for Respiratory Disease Detection
Tuan Truong, Matthias Lenga, Antoine Serrurier +1
Audio-based classification techniques on body sounds have long been studied to aid in the diagnosis of respiratory diseases. While most research is centered on the use of cough as…