Semi-Supervised Learning

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 MAS: Multi-view Ancestral Sampling for 3D Motion Generation Using 2D Diffusion CVPR 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 MedBN: Robust Test-Time Adaptation against Malicious Test Samples CVPR 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 MLNet: Mutual Learning Network with Neighborhood Invariance for Universal Domain Adaptation AAAI 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 MS-DETR: Efficient DETR Training with Mixed Supervision CVPR 2024 Multi-class Probabilistic Bounds for Majority Vote Classifiers with Partially Labeled Data JMLR 2024 Multilevel Attention Network with Semi-supervised Domain Adaptation for Drug-Target Prediction AAAI 2024 MultiLS: An End-to-End Lexical Simplification Framework EMNLP 2024 Multimodal Learning Without Labeled Multimodal Data: Guarantees and Applications ICLR 2024 Multiscale Positive-Unlabeled Detection of AI-Generated Texts 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 NightRain: Nighttime Video Deraining via Adaptive-Rain-Removal and Adaptive-Correction AAAI 2024