Semi-Supervised Learning

Flipped Classroom: Aligning Teacher Attention with Student in Generalized Category Discovery NeurIPS 2024 From Toxic to Trustworthy: Using Self-Distillation and Semi-supervised Methods to Refine Neural Networks AAAI 2024 Generalized Category Discovery with Large Language Models in the Loop ACL 2024 Generative Semi-supervised Graph Anomaly Detection NeurIPS 2024 GS2P: A Generative Pre-trained Learning to Rank Model with Over-parameterization for Web-Scale Search (Extended Abstract) IJCAI 2024 GTSinger: A Global Multi-Technique Singing Corpus with Realistic Music Scores for All Singing Tasks NeurIPS 2024 Guided Cluster Aggregation: A Hierarchical Approach to Generalized Category Discovery WACV 2024 Guided Distillation for Semi-Supervised Instance Segmentation WACV 2024 GunStance: Stance Detection for Gun Control and Gun Regulation ACL 2024 HaloScope: Harnessing Unlabeled LLM Generations for Hallucination Detection NeurIPS 2024 Hide and Seek in Noise Labels: Noise-Robust Collaborative Active Learning with LLMs-Powered Assistance ACL 2024 High-order Joint Constituency and Dependency Parsing COLING 2024 HINTED: Hard Instance Enhanced Detector with Mixed-Density Feature Fusion for Sparsely-Supervised 3D Object Detection CVPR 2024 How Does Unlabeled Data Provably Help Out-of-Distribution Detection? ICLR 2024 Human in the Loop: How to Effectively Create Coherent Topics by Manually Labeling Only a Few Documents per Class COLING 2024 Hybrid-Diarization System with Overlap Post-Processing for the DISPLACE 2024 Challenge Interspeech 2024 IDEAL: Influence-Driven Selective Annotations Empower In-Context Learners in Large Language Models ICLR 2024 iGraphMix: Input Graph Mixup Method for Node Classification ICLR 2024 Imprecise Label Learning: A Unified Framework for Learning with Various Imprecise Label Configurations NeurIPS 2024 Improving Noisy Student Training for Low-resource Languages in End-to-End ASR Using CycleGAN and Inter-domain Losses COLING 2024 Improving Open-Set Semi-Supervised Learning With Self-Supervision WACV 2024 Improving Pseudo Labels with Global-Local Denoising Framework for Cross-lingual Named Entity Recognition IJCAI 2024 Improving self-training under distribution shifts via anchored confidence with theoretical guarantees NeurIPS 2024 Improving the Robustness of Distantly-Supervised Named Entity Recognition via Uncertainty-Aware Teacher Learning and Student-Student Collaborative Learning ACL 2024 Improving Whisper's Recognition Performance for Under-Represented Language Kazakh Leveraging Unpaired Speech and Text Interspeech 2024