conftrace_

multiple instance learning

227 papers

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Also known as

MIL

Co-occurring keywords

weakly supervised learning (1328) whole slide image (120) object detection (2762) attention mechanism (4001) medical imaging (971) image classification (1944) convolutional neural network (4226) semantic segmentation (3186) contrastive learning (4032) weakly-supervised learning (245)

Papers

A Data-driven Approach for Noise Reduction in Distantly Supervised Biomedical Relation Extraction ACL 2020
Weakly Supervised Graph Convolutional Neural Network for Human Action Localization WACV 2020
Advancing Multiple Instance Learning with Attention Modeling for Categorical Speech Emotion Recognition INTERSPEECH 2020
Gated Multi-Head Attention Pooling for Weakly Labelled Audio Tagging INTERSPEECH 2020
Loss-Based Attention for Deep Multiple Instance Learning AAAI 2020
Object Instance Mining for Weakly Supervised Object Detection AAAI 2020
Diversified Multiple Instance Learning for Document-Level Multi-Aspect Sentiment Classification EMNLP 2020
Predicting Lymph Node Metastasis Using Histopathological Images Based on Multiple Instance Learning With Deep Graph Convolution CVPR 2020
Set-Constrained Viterbi for Set-Supervised Action Segmentation CVPR 2020
Learning from Aggregate Observations NIPS 2020
Modern Hopfield Networks and Attention for Immune Repertoire Classification NIPS 2020
Presence-Only Geographical Priors for Fine-Grained Image Classification ICCV 2019
Graph Convolutional Label Noise Cleaner: Train a Plug-And-Play Action Classifier for Anomaly Detection CVPR 2019
Thyroid Cancer Malignancy Prediction From Whole Slide Cytopathology Images MLHC 2019
Multiple Instance Learning for ECG Risk Stratification MLHC 2019
Towards Precise End-to-End Weakly Supervised Object Detection Network ICCV 2019
Using Customer Service Dialogues for Satisfaction Analysis with Context-Assisted Multiple Instance Learning EMNLP 2019
C-MIL: Continuation Multiple Instance Learning for Weakly Supervised Object Detection CVPR 2019
Weakly Supervised Attention Networks for Fine-Grained Opinion Mining and Public Health EMNLP 2019
Polysemous Visual-Semantic Embedding for Cross-Modal Retrieval CVPR 2019
Connecting Language to Images: A Progressive Attention-Guided Network for Simultaneous Image Captioning and Language Grounding AAAI 2019
Weakly Supervised Instance Segmentation using the Bounding Box Tightness Prior NIPS 2019
C-MIDN: Coupled Multiple Instance Detection Network With Segmentation Guidance for Weakly Supervised Object Detection ICCV 2019
CAMEL: A Weakly Supervised Learning Framework for Histopathology Image Segmentation ICCV 2019
Predicting Discourse Structure using Distant Supervision from Sentiment IJCNLP 2019