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Semi-Supervised Learning

2986 directly classified papers

Papers per year

Papers

Toward Improving Robustness and Accuracy in Unsupervised Domain Adaptation AAAI 2025
ScaleMatch: Multi-scale Consistency Enhancement for Semi-supervised Semantic Segmentation AAAI 2025
Relaxed Class-consensus Consistency for Semi-supervised Semantic Segmentation AAAI 2025
Dual-calibrated Co-training Framework for Personalized Federated Semi-Supervised Medical Image Segmentation AAAI 2025
Learning with Open-world Noisy Data via Class-independent Margin in Dual Representation Space AAAI 2025
Semantic-guided Masked Mutual Learning for Multi-modal Brain Tumor Segmentation with Arbitrary Missing Modalities AAAI 2025
Progressive Distribution Matching for Federated Semi-Supervised Learning AAAI 2025
Generalized Debiased Semi-Supervised Hashing for Large-Scale Image Retrieval AAAI 2025
Lightweight Contenders: Navigating Semi-Supervised Text Mining through Peer Collaboration and Self Transcendence NAACL 2025
SeFAR: Semi-supervised Fine-grained Action Recognition with Temporal Perturbation and Learning Stabilization AAAI 2025
Towards Realistic Semi-supervised Medical Image Classification AAAI 2025
Semi-supervised Fine-tuning for Large Language Models NAACL 2025
CoDTS: Enhancing Sparsely Supervised Collaborative Perception with a Dual Teacher-Student Framework AAAI 2025
Gradient Alignment Improves Test-Time Adaptation for Medical Image Segmentation AAAI 2025
Latent Diffusion-Enhanced Virtual Try-On via Optimized Pseudo-Label Generation AAAI 2025
A Guide To Effectively Leveraging LLMs for Low-Resource Text Summarization: Data Augmentation and Semi-supervised Approaches NAACL 2025
Combating Semantic Contamination in Learning with Label Noise AAAI 2025
Learning with Less: Knowledge Distillation from Large Language Models via Unlabeled Data NAACL 2025
Semi-IIN: Semi-Supervised Intra-Inter Modal Interaction Learning Network for Multimodal Sentiment Analysis AAAI 2025
Leveraging Moment Injection for Enhanced Semi-supervised Natural Language Inference with Large Language Models NAACL 2025
SLRL: Semi-Supervised Local Community Detection Based on Reinforcement Learning AAAI 2025
VisRec: A Semi-Supervised Approach to Visibility Data Reconstruction in Radio Astronomy AAAI 2025
A Unified Supervised and Unsupervised Dialogue Topic Segmentation Framework Based on Utterance Pair Modeling NAACL 2025
Open-world Radio Frequency Fingerprint Identification via Augmented Semi-supervised Learning AAAI 2025
Beyond Virtual Points: Depth-Enhanced LiDAR-only 3D Object Detection with Semi-Supervised Learning (Student Abstract) AAAI 2025