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Weakly-supervised Learning

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Showing 1–50 of 613 papers

TitleStatusHype
InternVideo2: Scaling Foundation Models for Multimodal Video UnderstandingCode7
Weak-Mamba-UNet: Visual Mamba Makes CNN and ViT Work Better for Scribble-based Medical Image SegmentationCode4
FG^2: Fine-Grained Cross-View Localization by Fine-Grained Feature MatchingCode2
Exact: Exploring Space-Time Perceptive Clues for Weakly Supervised Satellite Image Time Series Semantic SegmentationCode2
DGR-MIL: Exploring Diverse Global Representation in Multiple Instance Learning for Whole Slide Image ClassificationCode2
Low-resource finetuning of foundation models beats state-of-the-art in histopathologyCode2
Probabilistic Warp Consistency for Weakly-Supervised Semantic CorrespondencesCode2
BS-Net: learning COVID-19 pneumonia severity on a large Chest X-Ray datasetCode2
Dual‑detector Re‑optimization for Federated Weakly Supervised Video Anomaly Detection Via Adaptive Dynamic Recursive MappingCode1
QMaxViT-Unet+: A Query-Based MaxViT-Unet with Edge Enhancement for Scribble-Supervised Segmentation of Medical ImagesCode1
libcll: an Extendable Python Toolkit for Complementary-Label LearningCode1
Weakly-supervised Camera Localization by Ground-to-satellite Image RegistrationCode1
Weakly Supervised Learning of Cortical Surface Reconstruction from SegmentationsCode1
Rethinking Early-Fusion Strategies for Improved Multispectral Object DetectionCode1
Enhancing Weakly Supervised 3D Medical Image Segmentation through Probabilistic-aware LearningCode1
FedLPPA: Learning Personalized Prompt and Aggregation for Federated Weakly-supervised Medical Image SegmentationCode1
A General Framework for Learning from Weak SupervisionCode1
Interleaving One-Class and Weakly-Supervised Models with Adaptive Thresholding for Unsupervised Video Anomaly DetectionCode1
High-Resolution Maps of Left Atrial Displacements and Strains Estimated with 3D Cine MRI using Online Learning Neural NetworksCode1
Learning with Complementary Labels Revisited: The Selected-Completely-at-Random Setting Is More PracticalCode1
Benchmarking Pathology Feature Extractors for Whole Slide Image ClassificationCode1
Morphology-Enhanced CAM-Guided SAM for weakly supervised Breast Lesion SegmentationCode1
DDAM-PS: Diligent Domain Adaptive Mixer for Person SearchCode1
LLM4SGG: Large Language Models for Weakly Supervised Scene Graph GenerationCode1
Shatter and Gather: Learning Referring Image Segmentation with Text SupervisionCode1
Referring Image Segmentation Using Text SupervisionCode1
PDL: Regularizing Multiple Instance Learning with Progressive Dropout LayersCode1
Weakly Supervised AI for Efficient Analysis of 3D Pathology SamplesCode1
Exploring Effective Priors and Efficient Models for Weakly-Supervised Change DetectionCode1
Partial Vessels Annotation-based Coronary Artery Segmentation with Self-training and Prototype LearningCode1
DIAS: A Dataset and Benchmark for Intracranial Artery Segmentation in DSA sequencesCode1
Cyclic Learning: Bridging Image-level Labels and Nuclei Instance SegmentationCode1
A Survey of Label-Efficient Deep Learning for 3D Point CloudsCode1
The Rise of AI Language Pathologists: Exploring Two-level Prompt Learning for Few-shot Weakly-supervised Whole Slide Image ClassificationCode1
All Points Matter: Entropy-Regularized Distribution Alignment for Weakly-supervised 3D SegmentationCode1
Label-Efficient Learning in Agriculture: A Comprehensive ReviewCode1
CLImage: Human-Annotated Datasets for Complementary-Label LearningCode1
WeakTr: Exploring Plain Vision Transformer for Weakly-supervised Semantic SegmentationCode1
Physics-informed PointNet: On how many irregular geometries can it solve an inverse problem simultaneously? Application to linear elasticityCode1
Neural Pre-Processing: A Learning Framework for End-to-end Brain MRI Pre-processingCode1
HYperbolic Self-Paced Learning for Self-Supervised Skeleton-based Action RepresentationsCode1
Reliability-Adaptive Consistency Regularization for Weakly-Supervised Point Cloud SegmentationCode1
OvarNet: Towards Open-vocabulary Object Attribute RecognitionCode1
Deep Statistical Solver for Distribution System State EstimationCode1
Modeling Video As Stochastic Processes for Fine-Grained Video Representation LearningCode1
YoloCurvSeg: You Only Label One Noisy Skeleton for Vessel-style Curvilinear Structure SegmentationCode1
IRNet: Iterative Refinement Network for Noisy Partial Label LearningCode1
Single-Image HDR Reconstruction by Multi-Exposure GenerationCode1
COARSE3D: Class-Prototypes for Contrastive Learning in Weakly-Supervised 3D Point Cloud SegmentationCode1
SoLar: Sinkhorn Label Refinery for Imbalanced Partial-Label LearningCode1
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