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

Mixed Models with Multiple Instance Learning AISTATS 2024
CaMIL: Causal Multiple Instance Learning for Whole Slide Image Classification AAAI 2024
Boosting Multiple Instance Learning Models for Whole Slide Image Classification: A Model-Agnostic Framework Based on Counterfactual Inference AAAI 2024
Virtual Immunohistochemistry Staining for Histological Images Assisted by Weakly-supervised Learning CVPR 2024
Sm: enhanced localization in Multiple Instance Learning for medical imaging classification NIPS 2024
Semantic-aware SAM for Point-Prompted Instance Segmentation CVPR 2024
Boosting Weakly Supervised Object Detection Using Fusion and Priors From Hallucinated Depth WACV 2024
xMIL: Insightful Explanations for Multiple Instance Learning in Histopathology NIPS 2024
Free Lunch in Pathology Foundation Model: Task-specific Model Adaptation with Concept-Guided Feature Enhancement NIPS 2024
Reinforced Multiple Instance Selection for Speaker Attribute Prediction NAACL 2024
Weakly-Supervised Audio-Visual Video Parsing with Prototype-based Pseudo-Labeling CVPR 2024
Are Multiple Instance Learning Algorithms Learnable for Instances? NIPS 2024
SI-MIL: Taming Deep MIL for Self-Interpretability in Gigapixel Histopathology CVPR 2024
Boosting Whole Slide Image Classification from the Perspectives of Distribution, Correlation and Magnification ICCV 2023
Normality Guided Multiple Instance Learning for Weakly Supervised Video Anomaly Detection WACV 2023
Point-Teaching: Weakly Semi-supervised Object Detection with Point Annotations AAAI 2023
Scaling Novel Object Detection With Weakly Supervised Detection Transformers WACV 2023
Weakly supervised glottis segmentation in high-speed videoendoscopy using bounding box labels INTERSPEECH 2023
The Rise of AI Language Pathologists: Exploring Two-level Prompt Learning for Few-shot Weakly-supervised Whole Slide Image Classification NIPS 2023
Temporal RPN Learning for Weakly-Supervised Temporal Action Localization ACML 2023
A Noisy-Label-Learning Formulation for Immune Repertoire Classification and Disease-Associated Immune Receptor Sequence Identification IJCAI 2023
MIL-Decoding: Detoxifying Language Models at Token-Level via Multiple Instance Learning ACL 2023
Unbiased Multiple Instance Learning for Weakly Supervised Video Anomaly Detection CVPR 2023
MAtch, eXpand and Improve: Unsupervised Finetuning for Zero-Shot Action Recognition with Language Knowledge ICCV 2023
Phrase-Level Temporal Relationship Mining for Temporal Sentence Localization AAAI 2023