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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"

36 / 86 papers shown

Title
A Global-local Attention Framework for Weakly Labelled Audio Tagging Helin Wang Yuexian Zou Wenwu Wang 45 6 0 03 Feb 2021
PSLA: Improving Audio Tagging with Pretraining, Sampling, Labeling, and Aggregation Yuan Gong Yu-An Chung James R. Glass VLM 199 147 0 02 Feb 2021
Towards duration robust weakly supervised sound event detection Heinrich Dinkel Mengyue Wu Kai Yu 56 49 0 19 Jan 2021
Audio-Visual Event Recognition through the lens of Adversary Juncheng Li Kaixin Ma Shuhui Qu Po-Yao (Bernie) Huang Florian Metze AAML 65 9 0 15 Nov 2020
Urban Sound Classification : striving towards a fair comparison Augustin Arnault Baptiste Hanssens Nicolas Riche 53 9 0 22 Oct 2020
On the Power of Deep but Naive Partial Label Learning Junghoon Seo Joon Suk Huh 37 12 0 22 Oct 2020
Power pooling: An adaptive pooling function for weakly labelled sound event detection Yuzhuo Liu Hangting Chen Yun Wang Pengyuan Zhang 29 6 0 20 Oct 2020
Self-Guided Multiple Instance Learning for Weakly Supervised Disease Classification and Localization in Chest Radiographs C. Seibold Jens Kleesiek H. Schlemmer Rainer Stiefelhagen SSL 49 6 0 30 Sep 2020
CRNNs for Urban Sound Tagging with spatiotemporal context Augustin Arnault Nicolas Riche 58 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 88 21 0 13 Aug 2020
A Joint Framework for Audio Tagging and Weakly Supervised Acoustic Event Detection Using DenseNet with Global Average Pooling Chieh-Chi Kao Bowen Shi Ming Sun Chao Wang 46 4 0 07 Aug 2020
Unified Multisensory Perception: Weakly-Supervised Audio-Visual Video Parsing Yapeng Tian Dingzeyu Li Chenliang Xu 127 185 0 21 Jul 2020
Overcoming label noise in audio event detection using sequential labeling Jae-Bin Kim Seongkyu Mun Myungwoo Oh Soyeon Choe Yong-Hyeok Lee Hyung-Min Park NoLa 17 0 0 10 Jul 2020
Semi-Supervised NMF-CNN For Sound Event Detection T. K. Chan C. Chin Ye Li 43 18 0 02 Jul 2020
A Sequential Self Teaching Approach for Improving Generalization in Sound Event Recognition Anurag Kumar V. Ithapu 73 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 68 6 0 02 Jun 2020
Weakly Supervised Lesion Localization With Probabilistic-CAM Pooling Wenwu Ye Jin Yao Hui Xue Yi Li WSOL 62 66 0 29 May 2020
Large Scale Audiovisual Learning of Sounds with Weakly Labeled Data Haytham M. Fayek Anurag Kumar 89 36 0 29 May 2020
Power Pooling Operators and Confidence Learning for Semi-Supervised Sound Event Detection Yuzhuo Liu Hangting Chen Pengyuan Zhang 31 1 0 23 May 2020
Voice activity detection in the wild via weakly supervised sound event detection Heinrich Dinkel Yefei Chen Mengyue Wu Kai Yu 60 2 0 27 Mar 2020
Cross modal video representations for weakly supervised active speaker localization Rahul Sharma Krishna Somandepalli Shrikanth Narayanan 60 8 0 09 Mar 2020
A Comparison of Pooling Methods on LSTM Models for Rare Acoustic Event Classification Chieh-Chi Kao Ming Sun Weiran Wang Chao Wang 46 24 0 14 Feb 2020
Active Learning for Sound Event Detection Shuyang Zhao Toni Heittola Tuomas Virtanen 66 27 0 12 Feb 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 255 1,090 0 21 Dec 2019
Extracting 2D weak labels from volume labels using multiple instance learning in CT hemorrhage detection Samuel W. Remedios Zihao Wu Camilo Bermudez Cailey I. Kerley Snehashis Roy Mayur B. Patel J. Butman Bennett A. Landman Dzung L. Pham 33 8 0 13 Nov 2019
Finding Strength in Weakness: Learning to Separate Sounds with Weak Supervision Fatemeh Pishdadian Gordon Wichern Jonathan Le Roux 74 43 0 06 Nov 2019
Secost: Sequential co-supervision for large scale weakly labeled audio event detection Anurag Kumar V. Ithapu NoLa 91 7 0 25 Oct 2019
Cross-task pre-training for on-device acoustic scene classification Ruixiong Zhang Wei Zou Xiangang Li 25 1 0 22 Oct 2019
Acoustic scene analysis with multi-head attention networks Weimin Wang Weiran Wang Ming Sun Chao Wang 44 3 0 16 Sep 2019
What Makes Training Multi-Modal Classification Networks Hard? Weiyao Wang Du Tran Matt Feiszli 182 453 0 29 May 2019
Specialized Decision Surface and Disentangled Feature for Weakly-Supervised Polyphonic Sound Event Detection Liwei Lin Xiangdong Wang Hong Liu Yueliang Qian 70 42 0 24 May 2019
Acoustic Scene Classification by Implicitly Identifying Distinct Sound Events Hongwei Song Jiqing Han Shiwen Deng Zhihao Du 64 14 0 10 Apr 2019
Duration robust weakly supervised sound event detection Heinrich Dinkel Kai Yu 42 28 0 08 Apr 2019
Hierarchical Pooling Structure for Weakly Labeled Sound Event Detection Ke-Xin He Yuhan Shen Weiqiang Zhang 68 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 81 78 0 02 Mar 2019
Connectionist Temporal Localization for Sound Event Detection with Sequential Labeling Yun Wang Florian Metze 53 14 0 22 Oct 2018