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Semi-Supervised Learning

2986 directly classified papers

Papers per year

Papers

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

SOAR: Semi-Supervised Open-Vocabulary Aerial Object Detection via Dual-Aware Enhanced Prior Denoising AAAI 2026

A Pseudo-Label Optimization Method Based on Polar Coordinate Modeling and Prior Constraints AAAI 2026

Perceive, Act and Correct: Confidence Is Not Enough for Hyperspectral Classification AAAI 2026

Multi-View Clustering with Granularity-Aware Pseudo Supervision AAAI 2026

BidMatch: Boosting Semi-Supervised Learning by Bi-Dimensional Sample Weight Guidance 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

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

Graph-Theoretic Consistency for Robust and Topology-Aware Semi-Supervised Histopathology Segmentation (Student Abstract) AAAI 2026

Segment Anything Across Shots: A Method and Benchmark AAAI 2026

ST-TPP: Learning Semi-Transductive Temporal Point Processes with Gromov-Wasserstein Barycentric Regularization AAAI 2026

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

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

Cluster-based Pseudo-labeling for Semi-Supervised LiDAR Semantic Segmentation WACV 2026

Robust Multimodal Emotion Recognition from Incomplete Modalities via Query-Based Unimodal and Cross-Modal Learning WACV 2026

SSMT-Net: A Semi-Supervised Multitask Transformer-Based Network for Thyroid Nodule Segmentation in Ultrasound Images WACV 2026

Empowering Source-Free Domain Adaptation via MLLM-Guided Reliability-Based Curriculum Learning WACV 2026

SaccadeX: Directed Acyclic Graph-based Semi-Supervised Learning of Continuous Ocular Dynamics from Sparse Neuromorphic Streams WACV 2026

Learning from Unknown for Open-Set Test-Time Adaptation WACV 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

PEOCH: Online Cross-Modal Hashing with Semi-Supervised Streaming Data Driving Prototype Evolution AAAI 2026

Binary Message Passing for Generalizable Semi-Supervised Graph Anomaly Detection AAAI 2026

Semi-Supervised Hierarchical Open-Set Classification WACV 2026