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Semi-Supervised Learning

714 directly classified papers

Papers per year

Papers

SSDA3D: Semi-supervised Domain Adaptation for 3D Object Detection from Point Cloud AAAI 2023
Personalized Acoustic Scene Classification in Ultra-low Power Embedded Devices Using Privacy-preserving Data Augmentation INTERSPEECH 2023
Boosting Semi-Supervised Semantic Segmentation with Probabilistic Representations AAAI 2023
Noisy Self-Training with Synthetic Queries for Dense Retrieval EMNLP 2023
Noise-Robust Fine-Tuning of Pretrained Language Models via External Guidance EMNLP 2023
Uncertainty-Aware Self-Training for Low-Resource Neural Sequence Labeling AAAI 2023
Point-Teaching: Weakly Semi-supervised Object Detection with Point Annotations AAAI 2023
NoRefER: a Referenceless Quality Metric for Automatic Speech Recognition via Semi-Supervised Language Model Fine-Tuning with Contrastive Learning INTERSPEECH 2023
Can semi-supervised learning use all the data effectively? A lower bound perspective NIPS 2023
fmLRE: A Low-Resource Relation Extraction Model Based on Feature Mapping Similarity Calculation AAAI 2023
Using Semi-supervised Learning for Monaural Time-domain Speech Separation with a Self-supervised Learning-based SI-SNR Estimator INTERSPEECH 2023
Ambiguity-Resistant Semi-Supervised Learning for Dense Object Detection CVPR 2023
Joint Speech Transcription and Translation: Pseudo-Labeling with Out-of-Distribution Data ACL 2023
Intent Detection and Discovery from User Logs via Deep Semi-Supervised Contrastive Clustering NAACL 2022
Disentangled Learning of Stance and Aspect Topics for Vaccine Attitude Detection in Social Media NAACL 2022
WALNUT: A Benchmark on Semi-weakly Supervised Learning for Natural Language Understanding NAACL 2022
Improved Consistency Training for Semi-Supervised Sequence-to-Sequence ASR via Speech Chain Reconstruction and Self-Transcribing INTERSPEECH 2022
Couple learning for semi-supervised sound event detection INTERSPEECH 2022
Leveraging Data Recasting to Enhance Tabular Reasoning EMNLP 2022
RCT: Random consistency training for semi-supervised sound event detection INTERSPEECH 2022
PLCNet: Real-time Packet Loss Concealment with Semi-supervised Generative Adversarial Network INTERSPEECH 2022
SAT: Improving Semi-Supervised Text Classification with Simple Instance-Adaptive Self-Training EMNLP 2022
USB: A Unified Semi-supervised Learning Benchmark for Classification NIPS 2022
Graph-based Multi-View Fusion and Local Adaptation: Mitigating Within-Household Confusability for Speaker Identification INTERSPEECH 2022
Multimodal Semi-supervised Learning for Disaster Tweet Classification COLING 2022