conftrace_

multiple-instance learning

14 papers

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Also known as

MIL

Co-occurring keywords

multiple instance learning (227) weakly supervised learning (1328) diverse density (2) likelihood ratio estimation (3) positive negative instances (1) visual tracking (196) support vector machine (978) generalization bound (652) k-nearest neighbor (152) convolutional neural network (4226)

Papers

Multi-View Attention Multiple-Instance Learning Enhanced by LLM Reasoning for Cognitive Distortion Detection ACL 2026
GRIP: Graph Representation of Immune Repertoire Using Graph Neural Network and Transformer AAAI 2023
A Universal Unbiased Method for Classification from Aggregate Observations ICML 2023
Simplified and unified analysis of various learning problems by reduction to Multiple-Instance Learning UAI 2022
Bayesian Nonparametric Submodular Video Partition for Robust Anomaly Detection CVPR 2022
Multi-scale Domain-adversarial Multiple-instance CNN for Cancer Subtype Classification with Unannotated Histopathological Images CVPR 2020
Weakly Supervised Graph Convolutional Neural Network for Human Action Localization WACV 2020
Predicting Discourse Structure using Distant Supervision from Sentiment EMNLP 2019
Multiple-Instance Learning from Distributions JMLR 2016
Relaxed Multiple-Instance SVM With Application to Object Discovery ICCV 2015
Simpler Non-Parametric Methods Provide as Good or Better Results to Multiple-Instance Learning ICCV 2015
Convex Multiple-Instance Learning by Estimating Likelihood Ratio NIPS 2010
Multi-Level Active Prediction of Useful Image Annotations for Recognition NIPS 2008
Multiple-Instance Learning of Real-Valued Data JMLR 2002