Improving Respiratory Sound Classification with Architecture-Agnostic Knowledge Distillation from Ensembles

28 May 2025

Papers citing "Improving Respiratory Sound Classification with Architecture-Agnostic Knowledge Distillation from Ensembles"

10 / 10 papers shown

Title
Distillation Scaling Laws Dan Busbridge Amitis Shidani Floris Weers Jason Ramapuram Etai Littwin Russ Webb 70 8 0 12 Feb 2025
Large-scale Contrastive Language-Audio Pretraining with Feature Fusion and Keyword-to-Caption Augmentation Yusong Wu Kai Chen Tianyu Zhang Yuchen Hui Marianna Nezhurina Taylor Berg-Kirkpatrick Shlomo Dubnov CLIP 119 531 0 12 Nov 2022
Example-based Explanations with Adversarial Attacks for Respiratory Sound Analysis Yi Chang Zhao Ren THANH VAN NGUYEN Wolfgang Nejdl Björn W. Schuller AAML 63 16 0 30 Mar 2022
Prototype Learning for Interpretable Respiratory Sound Analysis Zhao Ren T. Nguyen Wolfgang Nejdl 145 26 0 07 Oct 2021
AST: Audio Spectrogram Transformer Yuan Gong Yu-An Chung James R. Glass ViT 116 865 0 05 Apr 2021
Rethinking Soft Labels for Knowledge Distillation: A Bias-Variance Tradeoff Perspective Helong Zhou Liangchen Song Jiajie Chen Ye Zhou Guoli Wang Junsong Yuan Qian Zhang 67 174 0 01 Feb 2021
RespireNet: A Deep Neural Network for Accurately Detecting Abnormal Lung Sounds in Limited Data Setting Siddhartha Gairola Francis Tom Nipun Kwatra Mohit Jain 41 89 0 31 Oct 2020
PANNs: Large-Scale Pretrained Audio Neural Networks for Audio Pattern Recognition Qiuqiang Kong Yin Cao Turab Iqbal Yuxuan Wang Wenwu Wang Mark D. Plumbley VLM SSL 189 1,076 0 21 Dec 2019
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks Mingxing Tan Quoc V. Le 3DV MedIm 139 18,134 0 28 May 2019
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,020 0 10 Dec 2015