conftrace_

semi-supervised learning

2331 papers

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Also known as

SS SSL SEMISL SEMI-SL

Co-occurring keywords

text classification (6776) domain adaptation (4578) representation learning (6174) data augmentation (3037) semantic segmentation (3179) contrastive learning (3979) pseudo labeling (312) graph neural network (3945) transfer learning (5442) label propagation (185)

Papers

MUSE: Multi-Scale Dense Self-Distillation for Nucleus Detection and Classification AAAI 2026

DualFete: Revisiting Teacher-Student Interactions from a Feedback Perspective for Semi-supervised Medical Image Segmentation AAAI 2026

SimLabel: Similarity-Weighted Semi-supervision for Multi-annotator Learning with Missing Labels AAAI 2026

Beyond Binary Classification: A Semi-supervised Approach to Generalized AI-generated Image Detection AAAI 2026

Graph-based Label-Efficient Learning: When Graph-Structured Data Meets Limited Labels AAAI 2026

UniDiff: Parameter-Efficient Adaptation of Diffusion Models for Land Cover Classification with Multi-Modal Remotely Sensed Imagery and Sparse Annotations WACV 2026

CORA: Consistency-Guided Semi-Supervised Framework for Reasoning Segmentation WACV 2026

Semi-supervised Key-Point Estimation for Echocardiography Video WACV 2026

PrevMatch: Revisiting and Maximizing Temporal Knowledge in Semi-Supervised Semantic Segmentation WACV 2026

Semi-supervised Domain Adaptation via Mutual Alignment through Joint Error WACV 2026

Fake News Detection Strategies under Dataset Bias: Using Large-scale Coarse-grained Labels EACL 2026

SEA-PACE: Semi-Supervised Underwater Image Enhancement via Gaussian Process–Assisted Self-Paced Learning AAAI 2026

Learning Beyond Vision: Vision-Language Distillation and Edge-Aware Mix Diffusion in Semi-Supervised Semantic Segmentation AAAI 2026

Conditional Distribution Learning for Graph Classification AAAI 2026

FedCure: Mitigating Participation Bias in Semi-Asynchronous Federated Learning with Non-IID Data AAAI 2026

Neural Collapse Priors Driven Trust Semi-Supervised Multi-View Classification AAAI 2026

Robust Semi-paired Multimodal Learning for Cross-modal Retrieval AAAI 2026

Semi-Supervised Synthetic Data Generation with Fine-Grained Relevance Control for Short Video Search Relevance Modeling AAAI 2026

Collaborative Dual Representations for Semi-Supervised Partial Label Learning AAAI 2026

Every Little Bit Helps: Exploring Better Utilization of Unlabeled Data for Semi-supervised Singing Melody Extraction Using Multi-bands Diffusion Model AAAI 2026

VPSentry: Semi-supervised Video Polyp Segmentation via Sentry-guided Long-term Prototype Fusion with Correlation Dynamic Propagation AAAI 2026

RSOD: Reliability-Guided Sonar Image Object Detection with Extremely Limited Labels AAAI 2026

SSR-SAM: Retrieval-Style Segment Anything Model for Semi-Supervised Ultra-High-Resolution Image Segmentation AAAI 2026

S²Teacher: Step-by-step Teacher for Sparsely Annotated Oriented Object Detection AAAI 2026

Exact Combinatorial Multi-Class Graph Cuts for Semi-Supervised Learning AAAI 2026