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Semi-Supervised Learning

399 directly classified papers

Papers per year

Papers

Semi-Weakly-Supervised Learning of Complex Actions From Instructional Task Videos CVPR 2022
Omni-DETR: Omni-Supervised Object Detection With Transformers CVPR 2022
Label Matching Semi-Supervised Object Detection CVPR 2022
Semi-Supervised Semantic Segmentation With Error Localization Network CVPR 2022
Learning From Temporal Gradient for Semi-Supervised Action Recognition CVPR 2022
DynamicEarthNet: Daily Multi-Spectral Satellite Dataset for Semantic Change Segmentation CVPR 2022
Semi-Supervised Video Semantic Segmentation With Inter-Frame Feature Reconstruction CVPR 2022
Unsupervised Data Augmentation with Naive Augmentation and without Unlabeled Data EMNLP 2021
VoxPopuli: A Large-Scale Multilingual Speech Corpus for Representation Learning, Semi-Supervised Learning and Interpretation ACL 2021
Self-Training Sampling with Monolingual Data Uncertainty for Neural Machine Translation ACL 2021
Data-Uncertainty Guided Multi-Phase Learning for Semi-Supervised Object Detection CVPR 2021
VirFace: Enhancing Face Recognition via Unlabeled Shallow Data CVPR 2021
Fully Understanding Generic Objects: Modeling, Segmentation, and Reconstruction CVPR 2021
Learning Graphs for Knowledge Transfer With Limited Labels CVPR 2021
DualGraph: A Graph-Based Method for Reasoning About Label Noise CVPR 2021
Structure-Aware Face Clustering on a Large-Scale Graph With 107 Nodes CVPR 2021
SimPLE: Similar Pseudo Label Exploitation for Semi-Supervised Classification CVPR 2021
Mask-Embedded Discriminator With Region-Based Semantic Regularization for Semi-Supervised Class-Conditional Image Synthesis CVPR 2021
3D AffordanceNet: A Benchmark for Visual Object Affordance Understanding CVPR 2021
DatasetGAN: Efficient Labeled Data Factory With Minimal Human Effort CVPR 2021
Simple Copy-Paste Is a Strong Data Augmentation Method for Instance Segmentation CVPR 2021
Semi-Supervised Semantic Segmentation With Directional Context-Aware Consistency CVPR 2021
Multi-Objective Interpolation Training for Robustness To Label Noise CVPR 2021
More Photos Are All You Need: Semi-Supervised Learning for Fine-Grained Sketch Based Image Retrieval CVPR 2021
Adaptive Consistency Regularization for Semi-Supervised Transfer Learning CVPR 2021