Example-based Explanations with Adversarial Attacks for Respiratory
Sound Analysis

Example-based Explanations with Adversarial Attacks for Respiratory Sound Analysis

30 March 2022

THANH VAN NGUYEN

Björn W. Schuller

Papers citing "Example-based Explanations with Adversarial Attacks for Respiratory Sound Analysis"

8 / 8 papers shown

Title
BTS: Bridging Text and Sound Modalities for Metadata-Aided Respiratory Sound Classification June-Woo Kim Miika Toikkanen Yera Choi Seoung-Eun Moon Ho-Young Jung 36 4 0 10 Jun 2024
Fast-FedUL: A Training-Free Federated Unlearning with Provable Skew Resilience T. T. Huynh Trong Bang Nguyen Phi Le Nguyen Thanh Tam Nguyen Matthias Weidlich Quoc Viet Hung Nguyen Karl Aberer MU 38 10 0 28 May 2024
RepAugment: Input-Agnostic Representation-Level Augmentation for Respiratory Sound Classification June-Woo Kim Miika Toikkanen Sangmin Bae Minseok Kim Ho-Young Jung 30 5 0 05 May 2024
Stethoscope-guided Supervised Contrastive Learning for Cross-domain Adaptation on Respiratory Sound Classification June-Woo Kim Sangmin Bae Won-Yang Cho Byungjo Lee Ho-Young Jung 39 11 0 15 Dec 2023
Patch-Mix Contrastive Learning with Audio Spectrogram Transformer on Respiratory Sound Classification Sangmin Bae June-Woo Kim Won-Yang Cho Hyerim Baek Soyoun Son B. Lee C. Ha Kyongpil Tae Sungnyun Kim Se-Young Yun 12 28 0 23 May 2023
A Comprehensive Survey on Heart Sound Analysis in the Deep Learning Era Zhao Ren Yi Chang Thanh Tam Nguyen Yang Tan Kun Qian Björn W. Schuller VLM 54 17 0 23 Jan 2023
Model-Agnostic and Diverse Explanations for Streaming Rumour Graphs Thanh Tam Nguyen Thanh Cong Phan Minh Hieu Nguyen Matthias Weidlich Hongzhi Yin Jun Jo Quoc Viet Hung Nguyen MLAU 12 17 0 17 Jul 2022
Prototype Learning for Interpretable Respiratory Sound Analysis Zhao Ren T. Nguyen Wolfgang Nejdl 88 25 0 07 Oct 2021