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

WSDMS: Debunk Fake News via Weakly Supervised Detection of Misinforming Sentences with Contextualized Social Wisdom EMNLP 2023
Diagnose Like a Pathologist: Transformer-Enabled Hierarchical Attention-Guided Multiple Instance Learning for Whole Slide Image Classification IJCAI 2023
Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supervised Pathology Whole Slide Image Classification CVPR 2023
A Noisy-Label-Learning Formulation for Immune Repertoire Classification and Disease-Associated Immune Receptor Sequence Identification IJCAI 2023
Node-Aligned Graph Convolutional Network for Whole-Slide Image Representation and Classification CVPR 2022
Attention-Guided Prostate Lesion Localization and Grade Group Classification with Multiple Instance Learning MIDL 2022
Absolute Wrong Makes Better: Boosting Weakly Supervised Object Detection via Negative Deterministic Information IJCAI 2022
Bi-directional Weakly Supervised Knowledge Distillation for Whole Slide Image Classification NIPS 2022
SCL-WC: Cross-Slide Contrastive Learning for Weakly-Supervised Whole-Slide Image Classification NIPS 2022
Bayesian Nonparametric Submodular Video Partition for Robust Anomaly Detection CVPR 2022
Weakly-supervised learning for image-based classification of primary melanomas into genomic immune subgroups MIDL 2022
DTFD-MIL: Double-Tier Feature Distillation Multiple Instance Learning for Histopathology Whole Slide Image Classification CVPR 2022
Multiple Instance Learning for Offensive Language Detection EMNLP 2022
Non-Markovian Reward Modelling from Trajectory Labels via Interpretable Multiple Instance Learning NIPS 2022
An MIL-Derived Transformer for Weakly Supervised Point Cloud Segmentation CVPR 2022
Additive MIL: Intrinsically Interpretable Multiple Instance Learning for Pathology NIPS 2022
Object Localization Under Single Coarse Point Supervision CVPR 2022
H^2-MIL: Exploring Hierarchical Representation with Heterogeneous Multiple Instance Learning for Whole Slide Image Analysis AAAI 2022
ASM-Loc: Action-Aware Segment Modeling for Weakly-Supervised Temporal Action Localization CVPR 2022
A Proposal-Based Paradigm for Self-Supervised Sound Source Localization in Videos CVPR 2022
Interpretable and Interactive Deep Multiple Instance Learning for Dental Caries Classification in Bitewing X-rays MIDL 2022
Bag Graph: Multiple Instance Learning Using Bayesian Graph Neural Networks AAAI 2022
Few-Shot Weakly-Supervised Object Detection via Directional Statistics WACV 2022
Dual-Stream Multiple Instance Learning Network for Whole Slide Image Classification With Self-Supervised Contrastive Learning CVPR 2021
Multiple Instance Captioning: Learning Representations From Histopathology Textbooks and Articles CVPR 2021