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Semi-Supervised Learning

2986 directly classified papers

Papers per year

Papers

SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection IJCAI 2025
Towards Micro-Action Recognition with Limited Annotations: An Asynchronous Pseudo Labeling and Training Approach IJCAI 2025
RORem: Training a Robust Object Remover with Human-in-the-Loop CVPR 2025
Learning Dynamic Collaborative Network for Semi-supervised 3D Vessel Segmentation CVPR 2025
SimLTD: Simple Supervised and Semi-Supervised Long-Tailed Object Detection CVPR 2025
Semi-Supervised State-Space Model with Dynamic Stacking Filter for Real-World Video Deraining CVPR 2025
Combating Semantic Contamination in Learning with Label Noise AAAI 2025
Integrating Co-Training with Edge Discrimination to Enhance Graph Neural Networks Under Heterophily AAAI 2025
Semi-Supervised Clustering Framework for Fine-grained Scene Graph Generation AAAI 2025
Iterative Self-Training with Class-Aware Text-to-Image Synthesis for Visual Task Learning AAAI 2025
Blend the Separated: Mixture of Synergistic Experts for Data-Scarcity Drug-Target Interaction Prediction AAAI 2025
Improving Word Alignment Using Semi-Supervised Learning ACL 2025
SECRET: Semi-supervised Clinical Trial Document Similarity Search ACL 2025
Learning from Few Samples: A Novel Approach for High-Quality Malcode Generation EMNLP 2025
Open-world Radio Frequency Fingerprint Identification via Augmented Semi-supervised Learning AAAI 2025
A Theory of Learning Unified Model via Knowledge Integration from Label Space Varying Domains CVPR 2025
Towards Debiased Generalized Category Discovery IJCAI 2025
A Unified Framework for Heterogeneous Semi-supervised Learning CVPR 2025
High Temporal Consistency through Semantic Similarity Propagation in Semi-Supervised Video Semantic Segmentation for Autonomous Flight CVPR 2025
Learning with Noisy Triplet Correspondence for Composed Image Retrieval CVPR 2025
Enhancing SAM with Efficient Prompting and Preference Optimization for Semi-supervised Medical Image Segmentation CVPR 2025
SemiETS: Integrating Spatial and Content Consistencies for Semi-Supervised End-to-end Text Spotting CVPR 2025
Two Losses, One Goal: Balancing Conflict Gradients for Semi-supervised Semantic Segmentation ICCV 2025
Bridging the Gap: Efficient Cross-Lingual NER in Low-Resource Financial Domain COLING 2025
DREAM: Decoupled Discriminative Learning with Bigraph-aware Alignment for Semi-supervised 2D-3D Cross-modal Retrieval AAAI 2025