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Semi-Supervised Learning

2986 directly classified papers

Papers per year

Papers

ANEDL: Adaptive Negative Evidential Deep Learning for Open-Set Semi-supervised Learning AAAI 2024
Cycle-Consistency Learning for Captioning and Grounding AAAI 2024
The Craft of Selective Prediction: Towards Reliable Case Outcome Classification - An Empirical Study on European Court of Human Rights Cases EMNLP 2024
DFA-GNN: Forward Learning of Graph Neural Networks by Direct Feedback Alignment NIPS 2024
Improving Whisper's Recognition Performance for Under-Represented Language Kazakh Leveraging Unpaired Speech and Text INTERSPEECH 2024
MentalHelp: A Multi-Task Dataset for Mental Health in Social Media COLING 2024
MakeSinger: A Semi-Supervised Training Method for Data-Efficient Singing Voice Synthesis via Classifier-free Diffusion Guidance INTERSPEECH 2024
LSPAN: Spectrally Localized Augmentation for Graph Consistency Learning IJCAI 2024
Twice Class Bias Correction for Imbalanced Semi-supervised Learning AAAI 2024
End-to-end Parsing of Procedural Text into Flow Graphs COLING 2024
Trustworthy Machine Learning under Imperfect Data IJCAI 2024
TFGDA: Exploring Topology and Feature Alignment in Semi-supervised Graph Domain Adaptation through Robust Clustering NIPS 2024
MAT-SED: A Masked Audio Transformer with Masked-Reconstruction Based Pre-training for Sound Event Detection INTERSPEECH 2024
Exploring Self-Supervised Multi-view Contrastive Learning for Speech Emotion Recognition with Limited Annotations INTERSPEECH 2024
A Dual-View Approach to Classifying Radiology Reports by Co-Training COLING 2024
Uncertainty-aware Fine-tuning of Segmentation Foundation Models NIPS 2024
A Survey of Data-Efficient Graph Learning IJCAI 2024
RPSC: Robust Pseudo-Labeling for Semantic Clustering AAAI 2024
Resource Acquisition for Understudied Languages: Extracting Wordlists from Dictionaries for Computer-assisted Language Comparison COLING 2024
Boosting Vision-Language Models with Transduction NIPS 2024
Leveraging the Structure of Pre-trained Embeddings to Minimize Annotation Effort NAACL 2024
Robust Laughter Segmentation with Automatic Diverse Data Synthesis INTERSPEECH 2024
CO3: Low-resource Contrastive Co-training for Generative Conversational Query Rewrite COLING 2024
Unleashing Multispectral Video's Potential in Semantic Segmentation: A Semi-supervised Viewpoint and New UAV-View Benchmark NIPS 2024
LARGEMED: A Resource for Identifying and Generating Paraphrases for French Medical Terms COLING 2024