Revisiting Multiple Instance Neural Networks

8 October 2016

Papers citing "Revisiting Multiple Instance Neural Networks"

50 / 139 papers shown

Title
BEL: A Bag Embedding Loss for Transformer enhances Multiple Instance Whole Slide Image Classification Daniel Sens Ario Sadafi F. P. Casale Nassir Navab Carsten Marr ViT MedIm 21 1 0 02 Mar 2023
Multiple Instance Learning with Trainable Decision Tree Ensembles A. Konstantinov Lev V. Utkin 25 0 0 13 Feb 2023
Dual Memory Units with Uncertainty Regulation for Weakly Supervised Video Anomaly Detection Hang Zhou Junqing Yu Wei Yang 27 64 0 10 Feb 2023
Probabilistic Attention based on Gaussian Processes for Deep Multiple Instance Learning Arne Schmidt Pablo Morales-Álvarez Rafael Molina 29 13 0 08 Feb 2023
Diagnose Like a Pathologist: Transformer-Enabled Hierarchical Attention-Guided Multiple Instance Learning for Whole Slide Image Classification Conghao Xiong Hao Chen Joseph J. Y. Sung Irwin King MedIm 26 36 0 19 Jan 2023
Attention2Minority: A salient instance inference-based multiple instance learning for classifying small lesions in whole slide images Ziyu Su Mostafa Rezapour Usama Sajjad M. Gürcan M. Niazi 22 11 0 18 Jan 2023
Detecting Neighborhood Gentrification at Scale via Street-level Visual Data Tianyuan Huang Timothy Dai Zhecheng Wang Hesu Yoon Hao Sheng Andrew Y. Ng Ram Rajagopal Jackelyn Hwang 28 4 0 04 Jan 2023
COmic: Convolutional Kernel Networks for Interpretable End-to-End Learning on (Multi-)Omics Data Jonas C. Ditz Bernhard Reuter Nícolas Pfeifer 29 1 0 02 Dec 2022
A Knowledge-based Learning Framework for Self-supervised Pre-training Towards Enhanced Recognition of Biomedical Microscopy Images Wei Chen Chen Li Dan Chen Xin Luo MedIm SSL 38 12 0 27 Nov 2022
Scene-to-Patch Earth Observation: Multiple Instance Learning for Land Cover Classification Joseph Early Y.-J. C. Deweese C. Evers Sarvapali Ramchurn 21 1 0 15 Nov 2022
Bi-directional Weakly Supervised Knowledge Distillation for Whole Slide Image Classification Linhao Qu Xiao-Zhuo Luo Manning Wang Zhijian Song WSOD 26 59 0 07 Oct 2022
Multi-Scale Attention-based Multiple Instance Learning for Classification of Multi-Gigapixel Histology Images Made Satria Wibawa K. Lo Lawrence S Young Nasir M. Rajpoot 24 12 0 07 Sep 2022
EGFR Mutation Prediction of Lung Biopsy Images using Deep Learning R. Gupta Shivani Nandgaonkar Nikhil Cherian Kurian S. Rane A. Sethi MedIm 39 7 0 26 Aug 2022
Towards Label-efficient Automatic Diagnosis and Analysis: A Comprehensive Survey of Advanced Deep Learning-based Weakly-supervised, Semi-supervised and Self-supervised Techniques in Histopathological Image Analysis Linhao Qu Siyu Liu Xiaoyu Liu Manning Wang Zhijian Song 28 57 0 18 Aug 2022
Multiple Instance Neural Networks Based on Sparse Attention for Cancer Detection using T-cell Receptor Sequences Younghoon Kim Tao Wang Danyi Xiong Xinlei Wang S. Park 29 9 0 09 Aug 2022
Psychophysiological Arousal in Young Children Who Stutter: An Interpretable AI Approach Harshit Sharma Yi Xiao V. Tumanova Asif Salekin 20 6 0 03 Aug 2022
Detecting Deepfake by Creating Spatio-Temporal Regularity Disruption Jiazhi Guan Hang Zhou Biwei Huang Errui Ding Jingdong Wang Youjian Zhao 35 10 0 21 Jul 2022
Feature Re-calibration based Multiple Instance Learning for Whole Slide Image Classification Philip Chikontwe S. Nam H. Go Meejeong Kim H. Sung Sang Hyun Park 22 20 0 22 Jun 2022
DSCA: A Dual-Stream Network with Cross-Attention on Whole-Slide Image Pyramids for Cancer Prognosis Pei Liu Bo Fu Feng Ye Rui Yang Bin Xu Luping Ji 13 24 0 12 Jun 2022
Non-Markovian Reward Modelling from Trajectory Labels via Interpretable Multiple Instance Learning Joseph Early Tom Bewley C. Evers Sarvapali Ramchurn OffRL 24 15 0 30 May 2022
Go Beyond Multiple Instance Neural Networks: Deep-learning Models based on Local Pattern Aggregation Linpeng Jin 11 1 0 28 May 2022
Attention Awareness Multiple Instance Neural Network Jingjun Yi Beichen Zhou 9 1 0 27 May 2022
Learning Instance Representation Banks for Aerial Scene Classification Jingjun Yi Beichen Zhou 12 1 0 27 May 2022
All Grains, One Scheme (AGOS): Learning Multi-grain Instance Representation for Aerial Scene Classification Qi Bi Beichen Zhou K. Qin Qinghao Ye Guisong Xia 18 39 0 06 May 2022
A Multi-stage deep architecture for summary generation of soccer videos Melissa Sanabria F. Precioso Pierre-Alexandre Mattei Thomas Menguy 28 6 0 02 May 2022
Interventional Multi-Instance Learning with Deconfounded Instance-Level Prediction Tiancheng Lin Hongteng Xu Canqian Yang Yi Xu 27 24 0 20 Apr 2022
Catching Both Gray and Black Swans: Open-set Supervised Anomaly Detection Choubo Ding Guansong Pang Chunhua Shen OOD 24 112 0 28 Mar 2022
DTFD-MIL: Double-Tier Feature Distillation Multiple Instance Learning for Histopathology Whole Slide Image Classification Hongrun Zhang Y. Meng Yitian Zhao Yihong Qiao Xiaoyun Yang Sarah E Coupland Yalin Zheng 37 276 0 22 Mar 2022
Metastatic Cancer Outcome Prediction with Injective Multiple Instance Pooling Jianan Chen Anne L. Martel 30 2 0 09 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 14 22 0 25 Feb 2022
Bag Graph: Multiple Instance Learning using Bayesian Graph Neural Networks Soumyasundar Pal Antonios Valkanas Florence Regol Mark J. Coates SSL 35 16 0 22 Feb 2022
Model Agnostic Interpretability for Multiple Instance Learning Joseph Early C. Evers Sarvapali Ramchurn 13 11 0 27 Jan 2022
Interpretable and Interactive Deep Multiple Instance Learning for Dental Caries Classification in Bitewing X-rays Benjamin Bergner Csaba Rohrer Aiham Taleb Martha Duchrau Guilherme De Leon J. A. Rodrigues F. Schwendicke J. Krois C. Lippert 30 1 0 17 Dec 2021
Multi-Attention Multiple Instance Learning A. Konstantinov Lev V. Utkin 28 13 0 11 Dec 2021
LogAvgExp Provides a Principled and Performant Global Pooling Operator S. Lowe Thomas Trappenberg Sageev Oore FAtt 21 2 0 02 Nov 2021
Label Cleaning Multiple Instance Learning: Refining Coarse Annotations on Single Whole-Slide Images Zhenzhen Wang Carla Saoud A. Popel Aaron W. James Aleksander S. Popel Jeremias Sulam 21 21 0 22 Sep 2021
ProtoMIL: Multiple Instance Learning with Prototypical Parts for Whole-Slide Image Classification Dawid Rymarczyk Adam Pardyl Jaroslaw Kraus Aneta Kaczyńska M. Skomorowski Bartosz Zieliñski 17 21 0 24 Aug 2021
COVID-view: Diagnosis of COVID-19 using Chest CT Shreeraj Jadhav Gaofeng Deng M. Zawin Arie Kaufman 46 18 0 09 Aug 2021
Explainable Deep Few-shot Anomaly Detection with Deviation Networks Guansong Pang Choubo Ding Chunhua Shen Anton Van Den Hengel 21 87 0 01 Aug 2021
TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classification Zhucheng Shao Hao Bian Yang Chen Yifeng Wang Jian Zhang Xiangyang Ji Yongbing Zhang ViT MedIm 37 635 0 02 Jun 2021
Sharing Pain: Using Pain Domain Transfer for Video Recognition of Low Grade Orthopedic Pain in Horses Sofia Broomé K. Ask Maheen Rashid-Engström Pia Haubro Andersen Hedvig Kjellström 18 12 0 21 May 2021
Non-I.I.D. Multi-Instance Learning for Predicting Instance and Bag Labels using Variational Auto-Encoder Weijia Zhang 27 12 0 04 May 2021
Lung Cancer Diagnosis Using Deep Attention Based on Multiple Instance Learning and Radiomics Junhua Chen H. Zeng Chong Zhang Zhenwei Shi Andre Dekker L. Wee Inigo Bermejo 21 25 0 29 Apr 2021
Weakly Supervised Object Localization and Detection: A Survey Dingwen Zhang Junwei Han Gong Cheng Ming-Hsuan Yang WSOD 23 270 0 16 Apr 2021
HAMIL: Hierarchical Aggregation-Based Multi-Instance Learning for Microscopy Image Classification Yanlun Tu Houchao Lei Wei Long Yang Yang 33 16 0 17 Mar 2021
Learning with Group Noise Qizhou Wang Jiangchao Yao Chen Gong Tongliang Liu Biwei Huang Hongxia Yang Bo Han 9 10 0 17 Mar 2021
A Global-local Attention Framework for Weakly Labelled Audio Tagging Helin Wang Yuexian Zou Wenwu Wang 11 6 0 03 Feb 2021
Multi-Instance Learning by Utilizing Structural Relationship among Instances Yangling Ma Zhouwang Yang 14 4 0 03 Feb 2021
Learning Self-Consistency for Deepfake Detection Tianchen Zhao Xiang Xu Mingze Xu Hui Ding Yuanjun Xiong Wei Xia SSL 45 261 0 16 Dec 2020
AMINN: Autoencoder-based Multiple Instance Neural Network Improves Outcome Prediction of Multifocal Liver Metastases Jianan Chen H. Cheung L. Milot Anne L. Martel 11 13 0 12 Dec 2020