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Semi-Supervised Learning

2986 directly classified papers

Papers per year

Papers

Conformal Prediction for Partial Label Learning AAAI 2025
Little Is Enough: Boosting Privacy by Sharing Only Hard Labels in Federated Semi-Supervised Learning AAAI 2025
A Hybrid Weighted Nearest Neighbour Classifier for Semi-Supervised Learning JMLR 2025
ConformalSAM: Unlocking the Potential of Foundational Segmentation Models in Semi-Supervised Semantic Segmentation with Conformal Prediction ICCV 2025
Unleashing the Potential of Model Bias for Generalized Category Discovery AAAI 2025
GapMatch: Bridging Instance and Model Perturbations for Enhanced Semi-Supervised Medical Image Segmentation AAAI 2025
Cooperative Pseudo Labeling for Unsupervised Federated Classification ICCV 2025
RA-BUSSeg: Relation-aware Semi-supervised Breast Ultrasound Image Segmentation via Adjacent Propagation and Cross-layer Alignment ICCV 2025
PseudoMapTrainer: Learning Online Mapping without HD Maps ICCV 2025
Keep Your Friends Close, and Your Enemies Farther: Distance-aware Voxel-wise Contrastive Learning for Semi-supervised Multi-organ Segmentation ICCV 2025
A Little Human Data Goes A Long Way ACL 2025
Habib University at SemEval-2025 Task 9: Using Ensemble Models for Food Hazard Detection ACL 2025
Semi-supervised Concept Bottleneck Models ICCV 2025
Semi-ViM: Bidirectional State Space Model for Mitigating Label Imbalance in Semi-Supervised Learning ICCV 2025
NeKo: Cross-Modality Post-Recognition Error Correction with Tasks-Guided Mixture-of-Experts Language Model ACL 2025
Exploration Lab IITK at SemEval-2025 Task 11: Bridging the Gap in Text-Based Emotion Detection ACL 2025
YNU-HPCC at SemEval-2025 Task 2: Local Cache and Online Retrieval-Based method for Entity-Aware Machine Translation ACL 2025
BLCU-ICALL at BEA 2025 Shared Task: Multi-Strategy Evaluation of AI Tutors ACL 2025
Integrating Co-Training with Edge Discrimination to Enhance Graph Neural Networks Under Heterophily AAAI 2025
LlamaPIE: Proactive In-Ear Conversation Assistants ACL 2025
Multi-Prompting Decoder Helps Better Language Understanding ACL 2025
Portuguese Automated Fact-checking: Information Retrieval with Claim extraction ACL 2025
MINDS at SemEval-2025 Task 9: Multi-Task Transformers for Food Hazard Coarse-Fine Classification ACL 2025
Continuous Spatio-Temporal Memory Networks for 4D Cardiac Cine MRI Segmentation WACV 2025
SemiDFL: A Semi-Supervised Paradigm for Decentralized Federated Learning AAAI 2025