Multi-Instance Learning

Contrastive Cross-Bag Augmentation for Multiple Instance Learning-based Whole Slide Image Classification CVPR 2026 Every Error has Its Magnitude: Asymmetric Mistake Severity Training for Multiclass Multiple Instance Learning CVPR 2026 FBTA: Enabling Single-GPU End-to-End Gigapixel WSI Classification with Feature Bridging and Translation Alignment CVPR 2026 MApLe: Multi-instance Alignment of Diagnostic Reports and Large Medical Images MIDL 2026 Multi-View Attention Multiple-Instance Learning Enhanced by LLM Reasoning for Cognitive Distortion Detection ACL 2026 YoungDSMLKZ at SemEval-2026 Task 13: MIL-UniXcoder with Meta-Stacking and Handcrafted Features for AI-Generated Code Detection SemEval 2026 OODML: Whole Slide Image Classification Meets Online Pseudo-Supervision and Dynamic Mutual Learning AAAI 2025 SMILE: A Scale-aware Multiple Instance Learning Method for Multicenter STAS Lung Cancer Histopathology Diagnosis IJCAI 2025 CMDL: A Large-Scale Chinese Multi-Defendant Legal Judgment Prediction Dataset ACL 2024 Feature Re-Embedding: Towards Foundation Model-Level Performance in Computational Pathology CVPR 2024 Exploring Low-Rank Property in Multiple Instance Learning for Whole Slide Image Classification ICLR 2023 Bag Graph: Multiple Instance Learning Using Bayesian Graph Neural Networks AAAI 2022 H^2-MIL: Exploring Hierarchical Representation with Heterogeneous Multiple Instance Learning for Whole Slide Image Analysis AAAI 2022 Selecting Optimal Context Sentences for Event-Event Relation Extraction AAAI 2022 Diagnose Like A Pathologist: Weakly-Supervised Pathologist-Tree Network for Slide-Level Immunohistochemical Scoring AAAI 2021 Face Forensics in the Wild CVPR 2021 Hierarchical Temporal Multi-Instance Learning for Video-based Student Learning Engagement Assessment IJCAI 2021 A Data-driven Approach for Noise Reduction in Distantly Supervised Biomedical Relation Extraction ACL 2020 A Proposal-Based Approach for Activity Image-to-Video Retrieval AAAI 2020 Learning From Web Data With Self-Organizing Memory Module CVPR 2020 Multiple Anchor Learning for Visual Object Detection CVPR 2020 Multiple Instance Learning for Content Feedback Localization without Annotation ACL 2020 Distant Supervision for Relation Extraction with Linear Attenuation Simulation and Non-IID Relevance Embedding AAAI 2019 Predicting Discourse Structure using Distant Supervision from Sentiment EMNLP 2019 Segmentation-Driven 6D Object Pose Estimation CVPR 2019