| M^2Fusion: Bayesian-based Multimodal Multi-level Fusion on Colorectal Cancer Microsatellite Instability Prediction | Jan 15, 2024 | PredictionRepresentation Learning | —Unverified | 0 |
| Low-resource finetuning of foundation models beats state-of-the-art in histopathology | Jan 9, 2024 | GPUSelf-Supervised Learning | CodeCode Available | 2 |
| Exploiting Data Hierarchy as a New Modality for Contrastive Learning | Jan 6, 2024 | Contrastive LearningSelf-Supervised Learning | —Unverified | 0 |
| Virtual Immunohistochemistry Staining for Histological Images Assisted by Weakly-supervised Learning | Jan 1, 2024 | Multiple Instance LearningVirtual Staining | CodeCode Available | 0 |
| Relational Matching for Weakly Semi-Supervised Oriented Object Detection | Jan 1, 2024 | Graph MatchingObject | —Unverified | 0 |
| Aspect category learning and sentimental analysis using weakly supervised learning | Dec 24, 2023 | Multi-class ClassificationMulti-Label Classification | —Unverified | 0 |
| PARDINUS: Weakly supervised discarding of photo-trapping empty images based on autoencoders | Dec 22, 2023 | Weakly-supervised Learning | —Unverified | 0 |
| High-Resolution Maps of Left Atrial Displacements and Strains Estimated with 3D Cine MRI using Online Learning Neural Networks | Dec 14, 2023 | Image RegistrationWeakly-supervised Learning | CodeCode Available | 1 |
| CLASS-M: Adaptive stain separation-based contrastive learning with pseudo-labeling for histopathological image classification | Dec 12, 2023 | Contrastive LearningHistopathological Image Classification | CodeCode Available | 0 |
| Semi-supervised Active Learning for Video Action Detection | Dec 12, 2023 | Action DetectionActive Learning | CodeCode Available | 0 |
| Point Cloud Semantic Segmentation with Sparse and Inhomogeneous Annotations | Dec 11, 2023 | Semantic SegmentationWeakly-supervised Learning | CodeCode Available | 0 |
| Weak Supervision Performance Evaluation via Partial Identification | Dec 7, 2023 | Weakly-supervised Learning | CodeCode Available | 0 |
| Towards Weakly Supervised End-to-end Learning for Long-video Action Recognition | Nov 28, 2023 | Action ClassificationAction Recognition | —Unverified | 0 |
| Learning with Complementary Labels Revisited: The Selected-Completely-at-Random Setting Is More Practical | Nov 27, 2023 | Binary ClassificationMulti-class Classification | CodeCode Available | 1 |
| A Unified Approach to Count-Based Weakly-Supervised Learning | Nov 22, 2023 | Weakly-supervised Learning | CodeCode Available | 0 |
| Benchmarking Pathology Feature Extractors for Whole Slide Image Classification | Nov 20, 2023 | Benchmarkingimage-classification | CodeCode Available | 1 |
| Morphology-Enhanced CAM-Guided SAM for weakly supervised Breast Lesion Segmentation | Nov 18, 2023 | Lesion SegmentationSegmentation | CodeCode Available | 1 |
| Processing and Segmentation of Human Teeth from 2D Images using Weakly Supervised Learning | Nov 13, 2023 | Keypoint DetectionSegmentation | —Unverified | 0 |
| A Weakly Supervised Learning Method for Cell Detection and Tracking Using Incomplete Initial Annotations | Nov 7, 2023 | Cell DetectionCell Tracking | CodeCode Available | 0 |
| DDAM-PS: Diligent Domain Adaptive Mixer for Person Search | Oct 31, 2023 | Domain AdaptationPedestrian Detection | CodeCode Available | 1 |
| Acquiring Weak Annotations for Tumor Localization in Temporal and Volumetric Data | Oct 23, 2023 | Weakly-supervised Learning | CodeCode Available | 0 |
| Case-level Breast Cancer Prediction for Real Hospital Settings | Oct 19, 2023 | PredictionWeakly-supervised Learning | CodeCode Available | 0 |
| 2D-3D Interlaced Transformer for Point Cloud Segmentation with Scene-Level Supervision | Oct 19, 2023 | DecoderPoint Cloud Segmentation | —Unverified | 0 |
| LLM4SGG: Large Language Models for Weakly Supervised Scene Graph Generation | Oct 16, 2023 | Few-Shot LearningLarge Language Model | CodeCode Available | 1 |
| A Lightweight Video Anomaly Detection Model with Weak Supervision and Adaptive Instance Selection | Oct 9, 2023 | Anomaly DetectionEdge-computing | —Unverified | 0 |
