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Semi-Supervised Learning

2986 directly classified papers

Papers per year

Papers

RegMixMatch: Optimizing Mixup Utilization in Semi-Supervised Learning AAAI 2025
Probability-Density-aware Semi-supervised Learning AAAI 2025
Robust Self-Paced Hashing for Cross-Modal Retrieval with Noisy Labels AAAI 2025
Don’t Score too Early! Evaluating Argument Mining Models on Incomplete Essays ACL 2025
Progressive Distribution Matching for Federated Semi-Supervised Learning AAAI 2025
Beyond Virtual Points: Depth-Enhanced LiDAR-only 3D Object Detection with Semi-Supervised Learning (Student Abstract) AAAI 2025
Image-to-video Adaptation with Outlier Modeling and Robust Self-learning AAAI 2025
CoDTS: Enhancing Sparsely Supervised Collaborative Perception with a Dual Teacher-Student Framework AAAI 2025
Context-aware Graph Neural Network for Graph-based Fraud Detection with Extremely Limited Labels AAAI 2025
Continuous Spatio-Temporal Memory Networks for 4D Cardiac Cine MRI Segmentation WACV 2025
Semi-Supervised Online Cross-Modal Hashing AAAI 2025
SegBuilder: A Semi-Automatic Annotation Tool for Segmentation WACV 2025
Robot Instance Segmentation with Few Annotations for Grasping WACV 2025
Evaluation of Active Feature Acquisition Methods for Time-varying Feature Settings JMLR 2025
PseudoMapTrainer: Learning Online Mapping without HD Maps ICCV 2025
Efficient and Robust Semi-supervised Estimation of Average Treatment Effect with Partially Annotated Treatment and Response JMLR 2025
From Easy to Hard: Progressive Active Learning Framework for Infrared Small Target Detection with Single Point Supervision ICCV 2025
Towards Real Unsupervised Anomaly Detection Via Confident Meta-Learning ICCV 2025
Latent Diffusion-Enhanced Virtual Try-On via Optimized Pseudo-Label Generation AAAI 2025
GigaSpeech 2: An Evolving, Large-Scale and Multi-domain ASR Corpus for Low-Resource Languages with Automated Crawling, Transcription and Refinement ACL 2025
Exploration Lab IITK at SemEval-2025 Task 11: Bridging the Gap in Text-Based Emotion Detection ACL 2025
ExpLay: A new Corpus Resource for the Research on Expertise as an Influential Factor on Language Production ACL 2025
Accept or Deny? Evaluating LLM Fairness and Performance in Loan Approval across Table-to-Text Serialization Approaches EMNLP 2025
CYCLE-INSTRUCT: Fully Seed-Free Instruction Tuning via Dual Self-Training and Cycle Consistency EMNLP 2025
SemiVisBooster: Boosting Semi-Supervised Learning for Fine-Grained Classification through Pseudo-Label Semantic Guidance ICCV 2025