multiple instance learning

SC-MIL: Supervised Contrastive Multiple Instance Learning for Imbalanced Classification in Pathology WACV 2024 Semantic-aware SAM for Point-Prompted Instance Segmentation CVPR 2024 SI-MIL: Taming Deep MIL for Self-Interpretability in Gigapixel Histopathology CVPR 2024 Sm: enhanced localization in Multiple Instance Learning for medical imaging classification NeurIPS 2024 Snuffy: Efficient Whole Slide Image Classifier ECCV 2024 TimeMIL: Advancing Multivariate Time Series Classification via a Time-aware Multiple Instance Learning ICML 2024 Towards Multi-Domain Learning for Generalizable Video Anomaly Detection NeurIPS 2024 ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification CVPR 2024 Virtual Immunohistochemistry Staining for Histological Images Assisted by Weakly-supervised Learning CVPR 2024 Weakly-Supervised Audio-Visual Video Parsing with Prototype-based Pseudo-Labeling CVPR 2024 Weakly Supervised Few-Shot Object Detection with DETR AAAI 2024 Weakly Supervised Open-Vocabulary Object Detection AAAI 2024 Weakly-Supervised Residual Evidential Learning for Multi-Instance Uncertainty Estimation ICML 2024 xMIL: Insightful Explanations for Multiple Instance Learning in Histopathology NeurIPS 2024 Active Learning for Semantic Segmentation with Multi-class Label Query NeurIPS 2023 A Noisy-Label-Learning Formulation for Immune Repertoire Classification and Disease-Associated Immune Receptor Sequence Identification IJCAI 2023 Anomaly Clustering: Grouping Images Into Coherent Clusters of Anomaly Types WACV 2023 A Universal Unbiased Method for Classification from Aggregate Observations ICML 2023 Background-aware Modeling for Weakly Supervised Sound Event Detection Interspeech 2023 Bayes-MIL: A New Probabilistic Perspective on Attention-based Multiple Instance Learning for Whole Slide Images ICLR 2023 Boosting Positive Segments for Weakly-Supervised Audio-Visual Video Parsing ICCV 2023 Boosting Whole Slide Image Classification from the Perspectives of Distribution, Correlation and Magnification ICCV 2023 CO-PILOT: Dynamic Top-Down Point Cloud with Conditional Neighborhood Aggregation for Multi-Gigapixel Histopathology Image Representation ICCV 2023 Detecting Heart Disease from Multi-View Ultrasound Images via Supervised Attention Multiple Instance Learning MLHC 2023 Diagnose Like a Pathologist: Transformer-Enabled Hierarchical Attention-Guided Multiple Instance Learning for Whole Slide Image Classification IJCAI 2023