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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

Disambiguated Attention Embedding for Multi-Instance Partial-Label Learning NIPS 2023
Candidate-aware Selective Disambiguation Based On Normalized Entropy for Instance-dependent Partial-label Learning ICCV 2023
Weak-Shot Object Detection Through Mutual Knowledge Transfer CVPR 2023
Visually Grounded Commonsense Knowledge Acquisition AAAI 2023
HFMRE: Constructing Huffman Tree in Bags to Find Excellent Instances for Distantly Supervised Relation Extraction EMNLP 2023
Scene-Level Sketch-Based Image Retrieval with Minimal Pairwise Supervision AAAI 2023
On Learning Latent Models with Multi-Instance Weak Supervision NIPS 2023
MISC210K: A Large-Scale Dataset for Multi-Instance Semantic Correspondence CVPR 2023
Rethinking the Learning Paradigm for Dynamic Facial Expression Recognition CVPR 2023
Sparse Multi-Modal Graph Transformer With Shared-Context Processing for Representation Learning of Giga-Pixel Images CVPR 2023
Noise-Robust Semi-Supervised Learning for Distantly Supervised Relation Extraction EMNLP 2023
Multi-Row, Multi-Span Distant Supervision For Table+Text Question Answering ACL 2023
A Multi Instance Learning Approach for Critical View of Safety Detection in Laparoscopic Cholecystectomy MLHC 2022
Multi-Instance Causal Representation Learning for Instance Label Prediction and Out-of-Distribution Generalization NIPS 2022
Human Instance Matting via Mutual Guidance and Multi-Instance Refinement CVPR 2022
Self-Training Multi-Sequence Learning with Transformer for Weakly Supervised Video Anomaly Detection AAAI 2022
Equine Pain Behavior Classification via Self-Supervised Disentangled Pose Representation WACV 2022
Interventional Multi-Instance Learning with Deconfounded Instance-Level Prediction AAAI 2022
Weakly Supervised Object Localization As Domain Adaption CVPR 2022
Audio Pyramid Transformer with Domain Adaption for Weakly Supervised Sound Event Detection and Audio Classification INTERSPEECH 2022
Key Mention Pairs Guided Document-Level Relation Extraction COLING 2022
Dual-Curriculum Contrastive Multi-Instance Learning for Cancer Prognosis Analysis with Whole Slide Images NIPS 2022
Dual Attention Networks for Few-Shot Fine-Grained Recognition AAAI 2022
CIL: Contrastive Instance Learning Framework for Distantly Supervised Relation Extraction IJCNLP 2021
Aspect-Controllable Opinion Summarization EMNLP 2021