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Semi-Supervised Learning

2986 directly classified papers

Papers per year

Papers

MAT-SED: A Masked Audio Transformer with Masked-Reconstruction Based Pre-training for Sound Event Detection INTERSPEECH 2024
BEM: Balanced and Entropy-based Mix for Long-Tailed Semi-Supervised Learning CVPR 2024
Improving the Robustness of Distantly-Supervised Named Entity Recognition via Uncertainty-Aware Teacher Learning and Student-Student Collaborative Learning ACL 2024
Exploring Self-Supervised Multi-view Contrastive Learning for Speech Emotion Recognition with Limited Annotations INTERSPEECH 2024
Making Better Use of Unlabelled Data in Bayesian Active Learning AISTATS 2024
Co-training for Low Resource Scientific Natural Language Inference ACL 2024
RECOST: External Knowledge Guided Data-efficient Instruction Tuning ACL 2024
ANEDL: Adaptive Negative Evidential Deep Learning for Open-Set Semi-supervised Learning AAAI 2024
LSPAN: Spectrally Localized Augmentation for Graph Consistency Learning IJCAI 2024
Exploiting Multi-Label Correlation in Label Distribution Learning IJCAI 2024
Revealing the Two Sides of Data Augmentation: An Asymmetric Distillation-based Win-Win Solution for Open-Set Recognition IJCAI 2024
A Semi-supervised Nighttime Dehazing Baseline with Spatial-Frequency Aware and Realistic Brightness Constraint CVPR 2024
A Semi-supervised Molecular Learning Framework for Activity Cliff Estimation IJCAI 2024
Estimating before Debiasing: A Bayesian Approach to Detaching Prior Bias in Federated Semi-Supervised Learning IJCAI 2024
A Systematic Survey on Federated Semi-supervised Learning IJCAI 2024
Private Learning with Public Features AISTATS 2024
Fairness-Aware Online Positive-Unlabeled Learning EMNLP 2024
Exploring One-Shot Semi-supervised Federated Learning with Pre-trained Diffusion Models AAAI 2024
Conformalized Semi-supervised Random Forest for Classification and Abnormality Detection AISTATS 2024
Semi-Supervised Semantic Depth Estimation Using Symbiotic Transformer and NearFarMix Augmentation WACV 2024
Weak-to-Strong 3D Object Detection with X-Ray Distillation CVPR 2024
S3AD: Semi-Supervised Small Apple Detection in Orchard Environments WACV 2024
Inferring Iterated Function Systems Approximately from Fractal Images IJCAI 2024
DuRE: Dual Contrastive Self Training for Semi-Supervised Relation Extraction NAACL 2024
Multistage Collaborative Knowledge Distillation from a Large Language Model for Semi-Supervised Sequence Generation ACL 2024