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multi-instance learning

129 papers

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Also known as

MIML MIL

Co-occurring keywords

weakly supervised learning (1323) relation extraction (915) distant supervision (314) whole slide image (111) multi-label learning (117) attention mechanism (3975) semi-supervised learning (2331) self-supervised learning (3751) graph neural network (3945) medical imaging (960)

Papers

Diagnose Like A Pathologist: Weakly-Supervised Pathologist-Tree Network for Slide-Level Immunohistochemical Scoring AAAI 2021
Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification MIDL 2021
Deformable Gabor Feature Networks for Biomedical Image Classification WACV 2021
Empower Distantly Supervised Relation Extraction with Collaborative Adversarial Training AAAI 2021
Non-I.I.D. Multi-Instance Learning for Predicting Instance and Bag Labels with Variational Auto-Encoder IJCAI 2021
Toward Joint Thing-and-Stuff Mining for Weakly Supervised Panoptic Segmentation CVPR 2021
Distantly Supervised Relation Extraction in Federated Settings EMNLP 2021
Aspect-Controllable Opinion Summarization EMNLP 2021
Face Forensics in the Wild CVPR 2021
Distantly Supervised Relation Extraction using Multi-Layer Revision Network and Confidence-based Multi-Instance Learning EMNLP 2021
An End-to-end Model for Entity-level Relation Extraction using Multi-instance Learning EACL 2021
CIL: Contrastive Instance Learning Framework for Distantly Supervised Relation Extraction ACL 2021
Safe Weakly Supervised Learning IJCAI 2021
MultiSiam: Self-Supervised Multi-Instance Siamese Representation Learning for Autonomous Driving ICCV 2021
CIL: Contrastive Instance Learning Framework for Distantly Supervised Relation Extraction IJCNLP 2021
Weakly-Supervised Multi-Person Action Recognition in 360$^{\circ}$ Videos WACV 2020
Weakly-Supervised Multi-view Multi-instance Multi-label Learning IJCAI 2020
Learning From Web Data With Self-Organizing Memory Module CVPR 2020
Query-Driven Multi-Instance Learning AAAI 2020
Learning and Interpreting Multi-Multi-Instance Learning Networks JMLR 2020
Learning Semantic Correspondences from Noisy Data-text Pairs by Local-to-Global Alignments COLING 2020
Optimal Margin Distribution Machine for Multi-Instance Learning IJCAI 2020
A Proposal-Based Approach for Activity Image-to-Video Retrieval AAAI 2020
Control Flow Graph Embedding Based on Multi-Instance Decomposition for Bug Localization AAAI 2020
Multi-Instance Multi-Label Learning Networks for Aspect-Category Sentiment Analysis EMNLP 2020