Semi-Supervised Learning

Semi-Supervised Action Recognition With Temporal Contrastive Learning CVPR 2021 Semi-Supervised Learning for Multi-Task Scene Understanding by Neural Graph Consensus AAAI 2021 Semi-Supervised Learning via Triplet Network Based Active Learning (Student Abstract) AAAI 2021 Semi-Supervised Semantic Segmentation via Adaptive Equalization Learning NeurIPS 2021 Semi-Supervised Semantic Segmentation With Directional Context-Aware Consistency CVPR 2021 Semi-Supervised Video Deraining With Dynamical Rain Generator CVPR 2021 SHOT-VAE: Semi-supervised Deep Generative Models With Label-aware ELBO Approximations AAAI 2021 Simple Conversational Data Augmentation for Semi-supervised Abstractive Dialogue Summarization EMNLP 2021 Simple Copy-Paste Is a Strong Data Augmentation Method for Instance Segmentation CVPR 2021 SimPLE: Similar Pseudo Label Exploitation for Semi-Supervised Classification CVPR 2021 Spatial Ensemble: a Novel Model Smoothing Mechanism for Student-Teacher Framework NeurIPS 2021 SSN3D: Self-Separated Network to Align Parts for 3D Convolution in Video Person Re-Identification AAAI 2021 Structure-Aware Face Clustering on a Large-Scale Graph With 107 Nodes CVPR 2021 Summarize-then-Answer: Generating Concise Explanations for Multi-hop Reading Comprehension EMNLP 2021 Task-adaptive Pre-training and Self-training are Complementary for Natural Language Understanding EMNLP 2021 TestRank: Bringing Order into Unlabeled Test Instances for Deep Learning Tasks NeurIPS 2021 Unsupervised Data Augmentation with Naive Augmentation and without Unlabeled Data EMNLP 2021 VirFace: Enhancing Face Recognition via Unlabeled Shallow Data CVPR 2021 VoxPopuli: A Large-Scale Multilingual Speech Corpus for Representation Learning, Semi-Supervised Learning and Interpretation ACL 2021 Weakly Supervised Video Salient Object Detection CVPR 2021 What if We Only Use Real Datasets for Scene Text Recognition? Toward Scene Text Recognition With Fewer Labels CVPR 2021 3D Human Pose Estimation Using Spatio-Temporal Networks with Explicit Occlusion Training AAAI 2020 3D Sketch-Aware Semantic Scene Completion via Semi-Supervised Structure Prior CVPR 2020 3FabRec: Fast Few-Shot Face Alignment by Reconstruction CVPR 2020 A Dataset for Low-Resource Stylized Sequence-to-Sequence Generation AAAI 2020