Multi-Instance Learning

Distant Supervision for Relation Extraction with Linear Attenuation Simulation and Non-IID Relevance Embedding AAAI 2019 Latent Multi-view Semi-Supervised Classification ACML 2019 Leveraging 2-hop Distant Supervision from Table Entity Pairs for Relation Extraction EMNLP 2019 Reporting the Unreported: Event Extraction for Analyzing the Local Representation of Hate Crimes EMNLP 2019 Stochastic Gradient Trees ACML 2019 Using Customer Service Dialogues for Satisfaction Analysis with Context-Assisted Multiple Instance Learning EMNLP 2019 Weakly Supervised Person Re-Identification CVPR 2019 Attention-Based Capsule Networks with Dynamic Routing for Relation Extraction EMNLP 2018 Bootstrapping Generators from Noisy Data NAACL 2018 Deep Multi-instance Learning with Dynamic Pooling ACML 2018 Extracting Privileged Information from Untagged Corpora for Classifier Learning IJCAI 2018 Learning Multi-Instance Enriched Image Representations via Non-Greedy Ratio Maximization of the l1-Norm Distances CVPR 2018 Multi-Level Structured Self-Attentions for Distantly Supervised Relation Extraction EMNLP 2018 Multiple Instance Learning for Efficient Sequential Data Classification on Resource-constrained Devices NeurIPS 2018 Simultaneously Self-Attending to All Mentions for Full-Abstract Biological Relation Extraction NAACL 2018 Video Representation Learning Using Discriminative Pooling CVPR 2018 Distant Supervision for Relation Extraction beyond the Sentence Boundary EACL 2017 Multi-instance multi-label active learning IJCAI 2017 Noise Mitigation for Neural Entity Typing and Relation Extraction EACL 2017 Exploit Bounding Box Annotations for Multi-Label Object Recognition CVPR 2016 Large Scale Visual Recognition through Adaptation using Joint Representation and Multiple Instance Learning JMLR 2016 WELDON: Weakly Supervised Learning of Deep Convolutional Neural Networks CVPR 2016 Deep Multiple Instance Learning for Image Classification and Auto-Annotation CVPR 2015 Discriminative and Consistent Similarities in Instance-Level Multiple Instance Learning CVPR 2015 Multi-instance multi-label learning in the presence of novel class instances ICML 2015