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Weakly-supervised Learning

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Showing 201–250 of 613 papers

TitleStatusHype
Weakly Supervised Learning of Semantic Correspondence through Cascaded Online Correspondence RefinementCode0
RankMatch: Fostering Confidence and Consistency in Learning with Noisy Labels—0
Weakly Supervised Referring Image Segmentation with Intra-Chunk and Inter-Chunk Consistency—0
Weakly Supervised Temporal Sentence Grounding With Uncertainty-Guided Self-Training—0
Modeling Video As Stochastic Processes for Fine-Grained Video Representation LearningCode1
RankMix: Data Augmentation for Weakly Supervised Learning of Classifying Whole Slide Images With Diverse Sizes and Imbalanced CategoriesCode0
RefCLIP: A Universal Teacher for Weakly Supervised Referring Expression Comprehension—0
Weakly-Supervised Semantic Segmentation of Ships Using Thermal Imagery—0
WeCheck: Strong Factual Consistency Checker via Weakly Supervised LearningCode0
THMA: Tencent HD Map AI System for Creating HD Map Annotations—0
Losses over Labels: Weakly Supervised Learning via Direct Loss ConstructionCode0
YoloCurvSeg: You Only Label One Noisy Skeleton for Vessel-style Curvilinear Structure SegmentationCode1
Interpreting Vulnerabilities of Multi-Instance Learning to Adversarial PerturbationsCode0
Weakly Supervised Learning Significantly Reduces the Number of Labels Required for Intracranial Hemorrhage Detection on Head CTCode0
Artificial intelligence approaches for materials-by-design of energetic materials: state-of-the-art, challenges, and future directions—0
IRNet: Iterative Refinement Network for Noisy Partial Label LearningCode1
Embedding Space Augmentation for Weakly Supervised Learning in Whole-Slide Images—0
Single-Image HDR Reconstruction by Multi-Exposure GenerationCode1
SepLL: Separating Latent Class Labels from Weak Supervision NoiseCode0
Weakly Supervised Learning for Analyzing Political Campaigns on FacebookCode0
Weakly Supervised Learning with Automated Labels from Radiology Reports for Glioma Change Detection—0
Injecting Domain Knowledge from Empirical Interatomic Potentials to Neural Networks for Predicting Material PropertiesCode0
LESS: Label-Efficient Semantic Segmentation for LiDAR Point Clouds—0
Label Propagation with Weak SupervisionCode0
COARSE3D: Class-Prototypes for Contrastive Learning in Weakly-Supervised 3D Point Cloud SegmentationCode1
GaIA: Graphical Information Gain based Attention Network for Weakly Supervised Point Cloud Semantic SegmentationCode0
Weakly Supervised Formula Learner for Solving Mathematical ProblemsCode0
From Weakly Supervised Learning to Active Learning—0
SoLar: Sinkhorn Label Refinery for Imbalanced Partial-Label LearningCode1
Reduction from Complementary-Label Learning to Probability Estimates—0
Unsupervised representation learning with recognition-parametrised probabilistic modelsCode0
Weakly-Supervised Stitching Network for Real-World Panoramic Image Generation—0
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid LabelsCode1
Quasi-supervised Learning for Super-resolution PETCode0
FAST-AID Brain: Fast and Accurate Segmentation Tool using Artificial Intelligence Developed for BrainCode0
Meta Objective Guided Disambiguation for Partial Label Learning—0
Tracking by weakly-supervised learning and graph optimization for whole-embryo C. elegans lineagesCode1
ProPaLL: Probabilistic Partial Label Learning—0
Towards Label-efficient Automatic Diagnosis and Analysis: A Comprehensive Survey of Advanced Deep Learning-based Weakly-supervised, Semi-supervised and Self-supervised Techniques in Histopathological Image Analysis—0
PA-Seg: Learning from Point Annotations for 3D Medical Image Segmentation using Contextual Regularization and Cross Knowledge DistillationCode1
Dilated Context Integrated Network with Cross-Modal Consensus for Temporal Emotion Localization in VideosCode0
PageNet: Towards End-to-End Weakly Supervised Page-Level Handwritten Chinese Text RecognitionCode1
Weakly Supervised Deep Instance Nuclei Detection using Points Annotation in 3D Cardiovascular Immunofluorescent Images—0
Recognition of Handwritten Chinese Text by Segmentation: A Segment-annotation-free Approach—0
OCTAve: 2D en face Optical Coherence Tomography Angiography Vessel Segmentation in Weakly-Supervised Learning with Locality AugmentationCode1
Computer-aided Tuberculosis Diagnosis with Attribute Reasoning AssistanceCode1
Feature Re-calibration based Multiple Instance Learning for Whole Slide Image ClassificationCode1
Balancing Bias and Variance for Active Weakly Supervised LearningCode0
Cardiac Adipose Tissue Segmentation via Image-Level Annotations—0
Hyperspherical Consistency RegularizationCode1
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