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Weakly-supervised Learning

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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
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