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Weakly-supervised Learning

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Showing 1–50 of 613 papers

TitleStatusHype
Dual‑detector Re‑optimization for Federated Weakly Supervised Video Anomaly Detection Via Adaptive Dynamic Recursive MappingCode1
Bootstrapping World Models from Dynamics Models in Multimodal Foundation ModelsCode0
Weakly-supervised Mamba-Based Mastoidectomy Shape Prediction for Cochlear Implant Surgery Using 3D T-Distribution Loss—0
Bridging Sign and Spoken Languages: Pseudo Gloss Generation for Sign Language Translation—0
Bronchovascular Tree-Guided Weakly Supervised Learning Method for Pulmonary Segment Segmentation—0
Learning from Similarity Proportion Loss for Classifying Skeletal Muscle Recovery Stages—0
Partial Label ClusteringCode0
Advancing Arabic Speech Recognition Through Large-Scale Weakly Supervised Learning—0
Ising Models with Hidden Markov Structure: Applications to Probabilistic Inference in Machine Learning—0
A Novel Approach to Linking Histology Images with DNA Methylation—0
Audio-driven Gesture Generation via Deviation Feature in the Latent Space—0
LiDAR Remote Sensing Meets Weak Supervision: Concepts, Methods, and Perspectives—0
FG^2: Fine-Grained Cross-View Localization by Fine-Grained Feature MatchingCode2
DEPT: Deep Extreme Point Tracing for Ultrasound Image Segmentation—0
Learning from Noisy Labels with Contrastive Co-Transformer—0
LocalEscaper: A Weakly-supervised Framework with Regional Reconstruction for Scalable Neural TSP Solvers—0
Robust Partial-Label Learning by Leveraging Class Activation Values—0
Realistic Evaluation of Deep Partial-Label Learning Algorithms—0
QMaxViT-Unet+: A Query-Based MaxViT-Unet with Edge Enhancement for Scribble-Supervised Segmentation of Medical ImagesCode1
PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units—0
Recognize Any Surgical Object: Unleashing the Power of Weakly-Supervised Data—0
SelfPrompt: Confidence-Aware Semi-Supervised Tuning for Robust Vision-Language Model Adaptation—0
Towards Robust Incremental Learning under Ambiguous Supervision—0
ViSoLex: An Open-Source Repository for Vietnamese Social Media Lexical NormalizationCode0
Weakly Supervised Learning on Large Graphs—0
FG^2: Fine-Grained Cross-View Localization by Fine-Grained Feature Matching—0
ODA-GAN: Orthogonal Decoupling Alignment GAN Assisted by Weakly-supervised Learning for Virtual Immunohistochemistry StainingCode0
HisynSeg: Weakly-Supervised Histopathological Image Segmentation via Image-Mixing Synthesis and Consistency RegularizationCode0
2by2: Weakly-Supervised Learning for Global Action Segmentation—0
Label up: Learning Pulmonary Embolism Segmentation from Image Level Annotation through Model Explainability—0
Exact: Exploring Space-Time Perceptive Clues for Weakly Supervised Satellite Image Time Series Semantic SegmentationCode2
libcll: an Extendable Python Toolkit for Complementary-Label LearningCode1
Forming Auxiliary High-confident Instance-level Loss to Promote Learning from Label Proportions—0
Weakly-Supervised Anomaly Detection in Surveillance Videos Based on Two-Stream I3D Convolution Network—0
Efficient Whole Slide Image Classification through Fisher Vector Representation—0
LFSamba: Marry SAM with Mamba for Light Field Salient Object DetectionCode0
Distribution Guidance Network for Weakly Supervised Point Cloud Semantic Segmentation—0
Analysis of Hybrid Compositions in Animation Film with Weakly Supervised Learning—0
SSL-NBV: A Self-Supervised-Learning-Based Next-Best-View algorithm for Efficient 3D Plant Reconstruction by a Robot—0
Efficient Quality Control of Whole Slide Pathology Images with Human-in-the-loop TrainingCode0
An Unbiased Risk Estimator for Partial Label Learning with Augmented ClassesCode0
MambaEviScrib: Mamba and Evidence-Guided Consistency Enhance CNN Robustness for Scribble-Based Weakly Supervised Ultrasound Image SegmentationCode0
Agent Aggregator with Mask Denoise Mechanism for Histopathology Whole Slide Image Analysis—0
On the Generalizability of Foundation Models for Crop Type MappingCode0
Weakly-supervised Camera Localization by Ground-to-satellite Image RegistrationCode1
Interactive Machine Teaching by Labeling Rules and Instances—0
Theoretical Proportion Label Perturbation for Learning from Label Proportions in Large BagsCode0
Size Aware Cross-shape Scribble Supervision for Medical Image Segmentation—0
MergeUp-augmented Semi-Weakly Supervised Learning for WSI ClassificationCode0
A Review of Human-Object Interaction Detection—0
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