Revisiting Multiple Instance Neural Networks

8 October 2016

Papers citing "Revisiting Multiple Instance Neural Networks"

39 / 139 papers shown

Title
PS-DeVCEM: Pathology-sensitive deep learning model for video capsule endoscopy based on weakly labeled data A. Mohammed I. Farup Marius Pedersen Sule YAYILGAN YILDIRIM Ø. Hovde 34 18 0 22 Nov 2020
Dual-stream Multiple Instance Learning Network for Whole Slide Image Classification with Self-supervised Contrastive Learning Bin Li Yin Li K. Eliceiri 9 590 0 17 Nov 2020
RMDL: Recalibrated multi-instance deep learning for whole slide gastric image classification Shujun Wang Yaxi Zhu Lequan Yu Hao Chen Huangjing Lin Xiangbo Wan Xinjuan Fan Pheng-Ann Hen 28 143 0 13 Oct 2020
Sparse Network Inversion for Key Instance Detection in Multiple Instance Learning Beomjo Shin Junsu Cho Hwanjo Yu Seungjin Choi 8 3 0 07 Sep 2020
Sharp Multiple Instance Learning for DeepFake Video Detection Xiaodan Li Yining Lang YueFeng Chen Xiaofeng Mao Yuan He Shuhui Wang Hui Xue Quan Lu AAML 35 171 0 11 Aug 2020
Multiple instance learning on deep features for weakly supervised object detection with extreme domain shifts Nicolas Gonthier Saïd Ladjal Y. Gousseau WSOD 29 28 0 03 Aug 2020
Modern Hopfield Networks and Attention for Immune Repertoire Classification Michael Widrich Bernhard Schafl Hubert Ramsauer Milena Pavlović Lukas Gruber ... Johannes Brandstetter G. K. Sandve Victor Greiff Sepp Hochreiter Günter Klambauer 193 117 0 16 Jul 2020
Hopfield Networks is All You Need Hubert Ramsauer Bernhard Schafl Johannes Lehner Philipp Seidl Michael Widrich ... David P. Kreil Michael K Kopp Günter Klambauer Johannes Brandstetter Sepp Hochreiter 24 414 0 16 Jul 2020
A Real-time Action Representation with Temporal Encoding and Deep Compression Kun Liu Wu Liu Huadong Ma Mingkui Tan Chuang Gan 13 35 0 17 Jun 2020
Dual-stream Maximum Self-attention Multi-instance Learning Bin Li K. Eliceiri 6 6 0 09 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 9 5 0 02 Jun 2020
A Data-driven Approach for Noise Reduction in Distantly Supervised Biomedical Relation Extraction Saadullah Amin K. Dunfield Anna Vechkaeva G. Neumann NoLa MedIm 19 14 0 26 May 2020
Detecting Parkinsonian Tremor from IMU Data Collected In-The-Wild using Deep Multiple-Instance Learning Alexandros Papadopoulos Konstantinos A Kyritsis L. Klingelhoefer S. Bostantjopoulou K. Chaudhuri A. Delopoulos 6 52 0 06 May 2020
Representation Learning of Histopathology Images using Graph Neural Networks Mohammed Adnan Shivam Kalra Hamid R. Tizhoosh OOD 16 97 0 16 Apr 2020
AMIL: Adversarial Multi Instance Learning for Human Pose Estimation Pourya Shamsolmoali Masoumeh Zareapoor Huiyu Zhou Jie Yang GAN 18 6 0 18 Mar 2020
Cross-scale Attention Model for Acoustic Event Classification Xugang Lu Peng Shen Sheng Li Yu Tsao Hisashi Kawai 4 2 0 27 Dec 2019
Learning Maximally Predictive Prototypes in Multiple Instance Learning Mert Yuksekgonul Özgur Emre Sivrikaya M. Baydogan SSL 6 0 0 02 Oct 2019
In Defense of LSTMs for Addressing Multiple Instance Learning Problems Kaili Wang José Oramas Tinne Tuytelaars 19 0 0 11 Sep 2019
Deep Weakly-Supervised Learning Methods for Classification and Localization in Histology Images: A Survey Jérôme Rony Soufiane Belharbi Jose Dolz Ismail Ben Ayed Luke McCaffrey Eric Granger 25 70 0 08 Sep 2019
Multiple instance dense connected convolution neural network for aerial image scene classification Qi Bi K. Qin Zhili Li Han Zhang Kai Xu 30 110 0 22 Aug 2019
AMI-Net+: A Novel Multi-Instance Neural Network for Medical Diagnosis from Incomplete and Imbalanced Data Zeyuan Wang Josiah Poon S. Poon 14 7 0 03 Jul 2019
Weakly Supervised Clustering by Exploiting Unique Class Count Mustafa Umit Oner H. Lee Wing-Kin Sung 16 7 0 18 Jun 2019
Multiple instance learning with graph neural networks Ming Tu Jing Huang Xiaodong He Bowen Zhou 17 59 0 12 Jun 2019
Address Instance-level Label Prediction in Multiple Instance Learning Minlong Peng Qi Zhang 18 7 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 10 42 0 24 May 2019
An embarrassingly simple approach to neural multiple instance classification Amina Asif F. Minhas 19 14 0 06 May 2019
Inner-Imaging Networks: Put Lenses into Convolutional Structure Yang Hu Guihua Wen Mingnan Luo Dan Dai Wenming Cao Zhiwen Yu Wendy Hall 17 2 0 22 Apr 2019
Hard Sample Mining for the Improved Retraining of Automatic Speech Recognition Jiabin Xue Jiqing Han Tieran Zheng Jiaxing Guo Boyong Wu 41 10 0 17 Apr 2019
Attention-based Multi-instance Neural Network for Medical Diagnosis from Incomplete and Low Quality Data Zeyuan Wang Josiah Poon Shiding Sun S. Poon 22 26 0 09 Apr 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
Monte-Carlo Sampling applied to Multiple Instance Learning for Histological Image Classification Marc Combalia João Paulo Papa 25 81 0 30 Dec 2018
CNN based Multi-Instance Multi-Task Learning for Syndrome Differentiation of Diabetic Patients Zeyuan Wang Josiah Poon Shiding Sun S. Poon 21 8 0 19 Dec 2018
Deep Learning from Label Proportions for Emphysema Quantification Gerda Bortsova Florian Dubost S. Ørting Ioannis Katramados Laurens Hogeweg L. Thomsen M. Wille Marleen de Bruijne 11 30 0 23 Jul 2018
PCL: Proposal Cluster Learning for Weakly Supervised Object Detection Peng Tang Xinggang Wang S. Bai Wei Shen X. Bai Wenyu Liu Alan Yuille WSOD 38 362 0 09 Jul 2018
Multiple Instance Learning for Heterogeneous Images: Training a CNN for Histopathology Heather D. Couture J. S. Marron C. Perou M. Troester Marc Niethammer 3DH 25 61 0 13 Jun 2018
A bag-to-class divergence approach to multiple-instance learning Kajsa Møllersen J. Hardeberg F. Godtliebsen VLM 9 2 0 07 Mar 2018
Attention-based Deep Multiple Instance Learning Maximilian Ilse Jakub M. Tomczak Max Welling 81 1,753 0 13 Feb 2018
Evaluate the Malignancy of Pulmonary Nodules Using the 3D Deep Leaky Noisy-or Network Fangzhou Liao Ming Liang Zhe Li Xiaolin Hu Sen Song MedIm 27 417 0 22 Nov 2017
One Size Fits Many: Column Bundle for Multi-X Learning Trang Pham T. Tran Svetha Venkatesh 19 5 0 22 Feb 2017