semi-supervised learning

LEOD: Label-Efficient Object Detection for Event Cameras CVPR 2024 Let’s Start Over: Retraining with Selective Samples for Generalized Category Discovery IJCAI 2024 Leveraging Imagery Data with Spatial Point Prior for Weakly Semi-supervised 3D Object Detection AAAI 2024 Leveraging Information Redundancy of Real-World Data through Distant Supervision COLING 2024 Leveraging Local Variance for Pseudo-Label Selection in Semi-supervised Learning AAAI 2024 Leveraging Semi-Supervised Learning on a Financial-Specialized Pre-trained Language Model for Multilingual ESG Impact Duration and Type Classification COLING 2024 Leveraging the Structure of Pre-trained Embeddings to Minimize Annotation Effort NAACL 2024 Linear Regression With Unmatched Data: A Deconvolution Perspective JMLR 2024 Localisation of Regularised and Multiview Support Vector Machine Learning JMLR 2024 LSPAN: Spectrally Localized Augmentation for Graph Consistency Learning IJCAI 2024 MakeSinger: A Semi-Supervised Training Method for Data-Efficient Singing Voice Synthesis via Classifier-free Diffusion Guidance Interspeech 2024 Making Better Use of Unlabelled Data in Bayesian Active Learning AISTATS 2024 MAT-SED: A Masked Audio Transformer with Masked-Reconstruction Based Pre-training for Sound Event Detection Interspeech 2024 MCSSME: Multi-Task Contrastive Learning for Semi-supervised Singing Melody Extraction from Polyphonic Music AAAI 2024 Mean Teacher DETR with Masked Feature Alignment: A Robust Domain Adaptive Detection Transformer Framework AAAI 2024 MentalHelp: A Multi-Task Dataset for Mental Health in Social Media COLING 2024 Missing Modality Robustness in Semi-Supervised Multi-Modal Semantic Segmentation WACV 2024 MixSup: Mixed-grained Supervision for Label-efficient LiDAR-based 3D Object Detection ICLR 2024 Monocular 3D Object Detection With LiDAR Guided Semi Supervised Active Learning WACV 2024 MoSAR: Monocular Semi-Supervised Model for Avatar Reconstruction using Differentiable Shading CVPR 2024 Multi-class Probabilistic Bounds for Majority Vote Classifiers with Partially Labeled Data JMLR 2024 Multimodal Learning Without Labeled Multimodal Data: Guarantees and Applications ICLR 2024 Multistage Collaborative Knowledge Distillation from a Large Language Model for Semi-Supervised Sequence Generation ACL 2024 Multiview Aerial Visual RECognition (MAVREC): Can Multi-view Improve Aerial Visual Perception? CVPR 2024 Not All Classes Stand on Same Embeddings: Calibrating a Semantic Distance with Metric Tensor CVPR 2024