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Weakly-supervised Learning

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Showing 101–150 of 613 papers

TitleStatusHype
Instance-aware, Context-focused, and Memory-efficient Weakly Supervised Object DetectionCode1
Learning Video Object Segmentation from Unlabeled VideosCode1
Combating noisy labels by agreement: A joint training method with co-regularizationCode1
Weakly Supervised Semantic Segmentation of Satellite Images for Land Cover Mapping -- Challenges and OpportunitiesCode1
Progressive Identification of True Labels for Partial-Label LearningCode1
Weakly Supervised Visual Semantic ParsingCode1
Learning from Indirect ObservationsCode1
Weakly Supervised Learning of Instance Segmentation with Inter-pixel RelationsCode1
Accurate 3D Face Reconstruction with Weakly-Supervised Learning: From Single Image to Image SetCode1
Cross-task weakly supervised learning from instructional videosCode1
See Better Before Looking Closer: Weakly Supervised Data Augmentation Network for Fine-Grained Visual ClassificationCode1
Weakly-Supervised Learning for Tool Localization in Laparoscopic VideosCode1
Prediction and Localization of Student Engagement in the WildCode1
Multimodal Generative Models for Scalable Weakly-Supervised LearningCode1
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
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
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
ODA-GAN: Orthogonal Decoupling Alignment GAN Assisted by Weakly-supervised Learning for Virtual Immunohistochemistry StainingCode0
FG^2: Fine-Grained Cross-View Localization by Fine-Grained Feature Matching—0
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
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
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