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Semi-Supervised Learning

2986 directly classified papers

Papers per year

Papers

Incorporating Unlabeled Data into Distributionally Robust Learning JMLR 2021
Country-level Arabic Dialect Identification Using Small Datasets with Integrated Machine Learning Techniques and Deep Learning Models EACL 2021
Disfluency Correction using Unsupervised and Semi-supervised Learning EACL 2021
SPADE: A Semi-supervised Probabilistic Approach for Detecting Errors in Tables IJCAI 2021
Revisiting Iterative Back-Translation from the Perspective of Compositional Generalization AAAI 2021
Automatic Translation of Music-to-Dance for In-Game Characters IJCAI 2021
Learning from Complementary Labels via Partial-Output Consistency Regularization IJCAI 2021
Self-Teaching Machines to Read and Comprehend with Large-Scale Multi-Subject Question-Answering Data EMNLP 2021
SSN3D: Self-Separated Network to Align Parts for 3D Convolution in Video Person Re-Identification AAAI 2021
A Theoretical Characterization of Semi-supervised Learning with Self-training for Gaussian Mixture Models AISTATS 2021
Masked Label Prediction: Unified Message Passing Model for Semi-Supervised Classification IJCAI 2021
Few-Shot Segmentation Without Meta-Learning: A Good Transductive Inference Is All You Need? CVPR 2021
AlphaMatch: Improving Consistency for Semi-Supervised Learning With Alpha-Divergence CVPR 2021
OpenMix: Reviving Known Knowledge for Discovering Novel Visual Categories in an Open World CVPR 2021
Semi-Supervised Synthesis of High-Resolution Editable Textures for 3D Humans CVPR 2021
Mask-Embedded Discriminator With Region-Based Semantic Regularization for Semi-Supervised Class-Conditional Image Synthesis CVPR 2021
SimPLE: Similar Pseudo Label Exploitation for Semi-Supervised Classification CVPR 2021
Target-Aware Data Augmentation for Stance Detection NAACL 2021
SSLayout360: Semi-Supervised Indoor Layout Estimation From 360deg Panorama CVPR 2021
3DIoUMatch: Leveraging IoU Prediction for Semi-Supervised 3D Object Detection CVPR 2021
Cross-Domain Gradient Discrepancy Minimization for Unsupervised Domain Adaptation CVPR 2021
Monocular 3D Multi-Person Pose Estimation by Integrating Top-Down and Bottom-Up Networks CVPR 2021
UniT: Unified Knowledge Transfer for Any-Shot Object Detection and Segmentation CVPR 2021
PTN: A Poisson Transfer Network for Semi-supervised Few-shot Learning AAAI 2021
SALNet: Semi-supervised Few-Shot Text Classification with Attention-based Lexicon Construction AAAI 2021