Semi-Supervised Learning

Exploring Stroke-Level Modifications for Scene Text Editing AAAI 2023 Fuzzy Positive Learning for Semi-Supervised Semantic Segmentation CVPR 2023 Hunting Sparsity: Density-Guided Contrastive Learning for Semi-Supervised Semantic Segmentation CVPR 2023 Image Cropping With Spatial-Aware Feature and Rank Consistency CVPR 2023 Improving Distantly Supervised Relation Extraction by Natural Language Inference AAAI 2023 Learning from Partially Annotated Data: Example-aware Creation of Gap-filling Exercises for Language Learning ACL 2023 Less Is More: Reducing Task and Model Complexity for 3D Point Cloud Semantic Segmentation CVPR 2023 LLM aided semi-supervision for efficient Extractive Dialog Summarization EMNLP 2023 MagicNet: Semi-Supervised Multi-Organ Segmentation via Magic-Cube Partition and Recovery CVPR 2023 MCF: Mutual Correction Framework for Semi-Supervised Medical Image Segmentation CVPR 2023 Mind the Gap: Polishing Pseudo Labels for Accurate Semi-supervised Object Detection AAAI 2023 Neural Machine Translation Methods for Translating Text to Sign Language Glosses ACL 2023 Noise-Robust Semi-Supervised Learning for Distantly Supervised Relation Extraction EMNLP 2023 NUS-IDS at PragTag-2023: Improving Pragmatic Tagging of Peer Reviews through Unlabeled Data EMNLP 2023 Orthogonal Annotation Benefits Barely-Supervised Medical Image Segmentation CVPR 2023 Out-of-Distributed Semantic Pruning for Robust Semi-Supervised Learning CVPR 2023 Patch-level Neighborhood Interpolation: A General and Effective Graph-based Regularization Strategy ACML 2023 PEFAT: Boosting Semi-Supervised Medical Image Classification via Pseudo-Loss Estimation and Feature Adversarial Training CVPR 2023 Point-Teaching: Weakly Semi-supervised Object Detection with Point Annotations AAAI 2023 ProtoCon: Pseudo-Label Refinement via Online Clustering and Prototypical Consistency for Efficient Semi-Supervised Learning CVPR 2023 Pseudo-Label Guided Contrastive Learning for Semi-Supervised Medical Image Segmentation CVPR 2023 Rethinking Semi-supervised Learning with Language Models ACL 2023 SANTA: Separate Strategies for Inaccurate and Incomplete Annotation Noise in Distantly-Supervised Named Entity Recognition ACL 2023 ScarceNet: Animal Pose Estimation With Scarce Annotations CVPR 2023 Scene Graph Enhanced Pseudo-Labeling for Referring Expression Comprehension EMNLP 2023