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Semi-Supervised Learning

41 papers

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Papers

TLSA: LLM-Guided Text-Label Space Alignment with Contrastive Learning for Generalized Category Discovery ACL 2026
Beyond Static Alignment: Adaptive Arbitration for Semantic Incongruence in Semi-Supervised Multimodal Sentiment Analysis ACL 2026
Endo-SemiS: Towards Robust Semi-Supervised Image Segmentation for Endoscopic Video MIDL 2026
Steady Progress Beats Stagnation: Mutual Aid of Foundation and Conventional Models in Mixed Domain Semi-Supervised Medical Image Segmentation CVPR 2025
Leveraging Temporal Cues for Semi-Supervised Multi-View 3D Object Detection CVPR 2025
PanDA: Towards Panoramic Depth Anything with Unlabeled Panoramas and Mobius Spatial Augmentation CVPR 2025
(FL)$^2$: Overcoming Few Labels in Federated Semi-Supervised Learning NIPS 2024
Knowledge Guided Semi-supervised Learning for Quality Assessment of User Generated Videos AAAI 2024
HPL-ESS: Hybrid Pseudo-Labeling for Unsupervised Event-based Semantic Segmentation CVPR 2024
Estimating before Debiasing: A Bayesian Approach to Detaching Prior Bias in Federated Semi-Supervised Learning IJCAI 2024
DuRE: Dual Contrastive Self Training for Semi-Supervised Relation Extraction NAACL 2024
Prototype-Guided Pseudo Labeling for Semi-Supervised Text Classification ACL 2023
MetaTeacher: Coordinating Multi-Model Domain Adaptation for Medical Image Classification NIPS 2022
GenSDF: Two-Stage Learning of Generalizable Signed Distance Functions NIPS 2022
Iterative Contrast-Classify for Semi-supervised Temporal Action Segmentation AAAI 2022
Semi-Supervised Knowledge-Grounded Pre-training for Task-Oriented Dialog Systems EMNLP 2022
Weakly and Semi-Supervised Learning for Arabic Text Classification using Monodialectal Language Models EMNLP 2022
Uncertainty-Aware Cross-Lingual Transfer with Pseudo Partial Labels NAACL 2022
Neural View Synthesis and Matching for Semi-Supervised Few-Shot Learning of 3D Pose NIPS 2021
FlexMatch: Boosting Semi-Supervised Learning with Curriculum Pseudo Labeling NIPS 2021
Shift-Robust GNNs: Overcoming the Limitations of Localized Graph Training data NIPS 2021
Task Cooperation for Semi-Supervised Few-Shot Learning AAAI 2021
Data Augmentation for Graph Neural Networks AAAI 2021
Semi-Supervised 3D Hand-Object Poses Estimation With Interactions in Time CVPR 2021
Semi-Supervised Semantic Segmentation With Directional Context-Aware Consistency CVPR 2021