A Comparison of Five Multiple Instance Learning Pooling Functions for Sound Event Detection with Weak Labeling

22 October 2018

Papers citing "A Comparison of Five Multiple Instance Learning Pooling Functions for Sound Event Detection with Weak Labeling"

33 / 33 papers shown

Title
Self-Supervision Enhances Instance-based Multiple Instance Learning Methods in Digital Pathology: A Benchmark Study Ali Mammadov Loic Le Folgoc Julien Adam Anne Buronfosse Gilles Hayem Guillaume Hocquet Pietro Gori SSL 45 0 0 02 May 2025
Improving Audio-Text Retrieval via Hierarchical Cross-Modal Interaction and Auxiliary Captions Yifei Xin Yuexian Zou 49 9 0 28 Jul 2023
Smooth Attention for Deep Multiple Instance Learning: Application to CT Intracranial Hemorrhage Detection Yunan Wu Francisco M. Castro-Macías Pablo Morales-Álvarez Rafael Molina Aggelos K. Katsaggelos 40 2 0 18 Jul 2023
Universal Source Separation with Weakly Labelled Data Qiuqiang Kong K. Chen Haohe Liu Xingjian Du Taylor Berg-Kirkpatrick Shlomo Dubnov Mark D. Plumbley 18 17 0 11 May 2023
Multiscale Audio Spectrogram Transformer for Efficient Audio Classification Wenjie Zhu M. Omar 39 22 0 19 Mar 2023
Play It Back: Iterative Attention for Audio Recognition Alexandros Stergiou Dima Damen 42 4 0 20 Oct 2022
Joint Analysis of Acoustic Scenes and Sound Events with Weakly labeled Data Shunsuke Tsubaki Keisuke Imoto Nobutaka Ono 25 2 0 10 Jul 2022
Masked Spectrogram Prediction For Self-Supervised Audio Pre-Training Dading Chong Helin Wang Peilin Zhou Qingcheng Zeng 41 65 0 27 Apr 2022
Learning 3D Semantics from Pose-Noisy 2D Images with Hierarchical Full Attention Network Yuhang He Lin Chen Jun-Zhou Xie Long Chen 3DPC 27 3 0 17 Apr 2022
RaDur: A Reference-aware and Duration-robust Network for Target Sound Detection Dongchao Yang Helin Wang Zhongjie Ye Yuexian Zou Wenwu Wang 30 0 0 05 Apr 2022
A Mixed supervised Learning Framework for Target Sound Detection Dongchao Yang Helin Wang Yuexian Zou Wenwu Wang 22 0 0 05 Apr 2022
AudioTagging Done Right: 2nd comparison of deep learning methods for environmental sound classification Juncheng Billy Li Shuhui Qu Po-Yao (Bernie) Huang Florian Metze VLM 41 9 0 25 Mar 2022
Federated Self-Supervised Learning for Acoustic Event Classification Meng Feng Chieh-Chi Kao Qingming Tang Ming Sun Viktor Rozgic Spyros Matsoukas Chao Wang 44 11 0 22 Mar 2022
Multi-Instance Causal Representation Learning for Instance Label Prediction and Out-of-Distribution Generalization Weijia Zhang Xuanhui Zhang Hanwen Deng Min-Ling Zhang 27 22 0 25 Feb 2022
NeuroView-RNN: It's About Time C. Barberan Sina Alemohammad Naiming Liu Randall Balestriero Richard G. Baraniuk AI4TS HAI 41 2 0 23 Feb 2022
HTS-AT: A Hierarchical Token-Semantic Audio Transformer for Sound Classification and Detection Ke Chen Xingjian Du Bilei Zhu Zejun Ma Taylor Berg-Kirkpatrick Shlomo Dubnov ViT 127 264 0 02 Feb 2022
Conformer-Based Self-Supervised Learning for Non-Speech Audio Tasks Sangeeta Srivastava Yun Wang Andros Tjandra Anurag Kumar Chunxi Liu Kritika Singh Yatharth Saraf SSL 38 24 0 14 Oct 2021
Sound Event Detection Transformer: An Event-based End-to-End Model for Sound Event Detection Zhi-qin Ye Xiangdong Wang Hong Liu Yueliang Qian Ruijie Tao Long Yan Kazushige Ouchi ViT 40 16 0 05 Oct 2021
Do sound event representations generalize to other audio tasks? A case study in audio transfer learning Anurag Kumar Yun Wang V. Ithapu Christian Fuegen 24 3 0 21 Jun 2021
ERANNs: Efficient Residual Audio Neural Networks for Audio Pattern Recognition S. Verbitskiy Vladimir Berikov Viacheslav Vyshegorodtsev 24 73 0 03 Jun 2021
Voice activity detection in the wild: A data-driven approach using teacher-student training Heinrich Dinkel Shuai Wang Xuenan Xu Mengyue Wu K. Yu VLM 19 32 0 10 May 2021
PSLA: Improving Audio Tagging with Pretraining, Sampling, Labeling, and Aggregation Yuan Gong Yu-An Chung James R. Glass VLM 104 144 0 02 Feb 2021
Urban Sound Classification : striving towards a fair comparison Augustin Arnault Baptiste Hanssens Nicolas Riche 24 8 0 22 Oct 2020
CRNNs for Urban Sound Tagging with spatiotemporal context Augustin Arnault Nicolas Riche 25 7 0 24 Aug 2020
Deep Domain Adaptation for Ordinal Regression of Pain Intensity Estimation Using Weakly-Labelled Videos R Gnana Praveen Eric Granger P. Cardinal 31 20 0 13 Aug 2020
Unified Multisensory Perception: Weakly-Supervised Audio-Visual Video Parsing Yapeng Tian Dingzeyu Li Chenliang Xu 34 181 0 21 Jul 2020
A Sequential Self Teaching Approach for Improving Generalization in Sound Event Recognition Anurag Kumar V. Ithapu 25 35 0 30 Jun 2020
Studying The Effect of MIL Pooling Filters on MIL Tasks Mustafa Umit Oner Jared Marc Song Kye-Jet H. Lee Wing-Kin Sung 25 5 0 02 Jun 2020
A Comparison of Pooling Methods on LSTM Models for Rare Acoustic Event Classification Chieh-Chi Kao Ming Sun Weiran Wang Chao Wang 27 24 0 14 Feb 2020
Acoustic scene analysis with multi-head attention networks Weimin Wang Weiran Wang Ming Sun Chao Wang 22 3 0 16 Sep 2019
What Makes Training Multi-Modal Classification Networks Hard? Weiyao Wang Du Tran Matt Feiszli 36 443 0 29 May 2019
Hierarchical Pooling Structure for Weakly Labeled Sound Event Detection Ke-Xin He Yuhan Shen Weiqiang Zhang 30 6 0 28 Mar 2019
Weakly Labelled AudioSet Tagging with Attention Neural Networks Qiuqiang Kong Changsong Yu Turab Iqbal Yong-mei Xu Wenwu Wang Mark D. Plumbley NoLa 24 78 0 02 Mar 2019