{"total":38,"rows":[{"id":"2401.06148","title":"Artificial Intelligence for Digital and Computational Pathology","created":"2023-12-13","cited_by_count":108,"area":null},{"id":"2311.07125","title":"Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification","created":"2023-11-13","cited_by_count":61,"area":null},{"id":"2307.15254","title":"Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification","created":"2023-07-28","cited_by_count":60,"area":null},{"id":"2102.11057","title":"Hierarchical Graph Representations in Digital Pathology","created":"2021-02-22","cited_by_count":59,"area":null},{"id":"2107.09405","title":"DeepSMILE: Contrastive self-supervised pre-training benefits MSI and HRD classification directly from H&E whole-slide images in colorectal and breast cancer","created":"2021-07-20","cited_by_count":27,"area":null},{"id":"2404.15217","title":"Towards Large-Scale Training of Pathology Foundation Models","created":"2024-03-24","cited_by_count":23,"area":null},{"id":"2211.01256","title":"An Aggregation of Aggregation Methods in Computational Pathology","created":"2022-11-02","cited_by_count":20,"area":null},{"id":"2102.10212","title":"Hard-Attention for Scalable Image Classification","created":"2021-02-20","cited_by_count":18,"area":null},{"id":"2106.02694","title":"Efficient Classification of Very Large Images with Tiny Objects","created":"2021-06-04","cited_by_count":17,"area":null},{"id":"2312.02481","title":"Learning to Holistically Detect Bridges from Large-Size VHR Remote Sensing Imagery","created":"2023-12-05","cited_by_count":17,"area":null},{"id":"2207.08267","title":"Gigapixel Whole-Slide Images Classification using Locally Supervised Learning","created":"2022-07-17","cited_by_count":15,"area":null},{"id":"2303.12214","title":"Prompt-MIL: Boosting Multi-Instance Learning Schemes via Task-specific Prompt Tuning","created":"2023-03-21","cited_by_count":15,"area":null},{"id":"2210.13007","title":"Iterative Patch Selection for High-Resolution Image Recognition","created":"2022-10-24","cited_by_count":14,"area":null},{"id":"2105.02726","title":"SparseConvMIL: Sparse Convolutional Context-Aware Multiple Instance Learning for Whole Slide Image Classification","created":"2021-05-06","cited_by_count":10,"area":null},{"id":"2204.05798","title":"Multi-View Hypercomplex Learning for Breast Cancer Screening","created":"2022-04-12","cited_by_count":7,"area":null},{"id":"2310.10224","title":"Generalizing Medical Image Representations via Quaternion Wavelet Networks","created":"2023-10-16","cited_by_count":6,"area":null},{"id":"2407.17689","title":"SAM-MIL: A Spatial Contextual Aware Multiple Instance Learning Approach for Whole Slide Image Classification","created":"2024-07-25","cited_by_count":6,"area":null},{"id":"2212.14720","title":"Learning from Data Streams: An Overview and Update","created":"2022-12-30","cited_by_count":5,"area":null},{"id":"2203.03981","title":"End-to-end Multiple Instance Learning with Gradient Accumulation","created":"2022-03-08","cited_by_count":4,"area":null},{"id":"2309.06439","title":"Attention De-sparsification Matters: Inducing Diversity in Digital Pathology Representation Learning","created":"2023-09-12","cited_by_count":4,"area":null},{"id":"2407.21453","title":"TinyChirp: Bird Song Recognition Using TinyML Models on Low-power Wireless Acoustic Sensors","created":"2024-07-31","cited_by_count":4,"area":null},{"id":"2411.10709","title":"Diagnostic Text-guided Representation Learning in Hierarchical Classification for Pathological Whole Slide Image","created":"2024-11-16","cited_by_count":4,"area":null},{"id":"2205.15530","title":"Pseudo-Data based Self-Supervised Federated Learning for Classification of Histopathological Images","created":"2022-05-31","cited_by_count":3,"area":null},{"id":"2309.02340","title":"Local Padding in Patch-Based GANs for Seamless Infinite-Sized Texture Synthesis","created":"2023-09-05","cited_by_count":3,"area":null},{"id":"2402.05373","title":"Unleashing the Infinity Power of Geometry: A Novel Geometry-Aware Transformer (GOAT) for Whole Slide Histopathology Image Analysis","created":"2024-02-08","cited_by_count":3,"area":null},{"id":"2505.11483","title":"msf-CNN: Patch-based Multi-Stage Fusion with Convolutional Neural Networks for TinyML","created":"2025-05-16","cited_by_count":3,"area":null},{"id":"2211.14847","title":"Deep Learning-Based Prediction of Molecular Tumor Biomarkers from H&E: A Practical Review","created":"2022-11-27","cited_by_count":2,"area":null},{"id":"2301.13817","title":"Patch Gradient Descent: Training Neural Networks on Very Large Images","created":"2023-01-31","cited_by_count":2,"area":null},{"id":"2403.04865","title":"Beyond Multiple Instance Learning: Full Resolution All-In-Memory End-To-End Pathology Slide Modeling","created":"2024-03-07","cited_by_count":2,"area":null},{"id":"2112.01533","title":"Automatic tumour segmentation in H&E-stained whole-slide images of the pancreas","created":"2021-12-01","cited_by_count":1,"area":null},{"id":"2112.06121","title":"Magnifying Networks for Images with Billions of Pixels","created":"2021-12-12","cited_by_count":1,"area":null},{"id":"2303.13122","title":"Exploring Visual Prompts for Whole Slide Image Classification with Multiple Instance Learning","created":"2023-03-23","cited_by_count":1,"area":null},{"id":"2410.19820","title":"Advancing Histopathology with Deep Learning Under Data Scarcity: A Decade in Review","created":"2024-10-18","cited_by_count":1,"area":null},{"id":"2509.11526","title":"Multiple Instance Learning Framework with Masked Hard Instance Mining for Gigapixel Histopathology Image Analysis","created":"2025-09-15","cited_by_count":1,"area":null},{"id":"2311.12760","title":"High-resolution Image-based Malware Classification using Multiple Instance Learning","created":"2023-11-21","cited_by_count":0,"area":null},{"id":"2403.14346","title":"Towards Efficient Information Fusion: Concentric Dual Fusion Attention Based Multiple Instance Learning for Whole Slide Images","created":"2024-03-21","cited_by_count":0,"area":null},{"id":"2405.07166","title":"Resource Efficient Perception for Vision Systems","created":"2024-05-12","cited_by_count":0,"area":null},{"id":"2610.12216","title":"Stride Independent Patching for Deep Learning","created":"2026-10-08","cited_by_count":0,"area":null}],"next_cursor":null}