Semi-Supervised Learning

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 Sinkhorn Label Allocation: Semi-Supervised Classification via Annealed Self-Training ICML 2021 SLADE: A Self-Training Framework for Distance Metric Learning CVPR 2021 slimIPL: Language-Model-Free Iterative Pseudo-Labeling Interspeech 2021 S-NLP at SemEval-2021 Task 5: An Analysis of Dual Networks for Sequence Tagging SemEval 2021 SPADE: A Semi-supervised Probabilistic Approach for Detecting Errors in Tables IJCAI 2021 Spatial Uncertainty-Aware Semi-Supervised Crowd Counting ICCV 2021 Speaker Diarization as a Fully Online Bandit Learning Problem in MiniVox ACML 2021 SPLAT: Speech-Language Joint Pre-Training for Spoken Language Understanding NAACL 2021 SSLayout360: Semi-Supervised Indoor Layout Estimation From 360deg Panorama CVPR 2021 SSN3D: Self-Separated Network to Align Parts for 3D Convolution in Video Person Re-Identification AAAI 2021 SSPC-Net: Semi-supervised Semantic 3D Point Cloud Segmentation Network AAAI 2021 STEP: Out-of-Distribution Detection in the Presence of Limited In-Distribution Labeled Data NeurIPS 2021 Storage Fit Learning with Feature Evolvable Streams AAAI 2021 STraTA: Self-Training with Task Augmentation for Better Few-shot Learning EMNLP 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 TAPAS at SemEval-2021 Task 9: Reasoning over tables with intermediate pre-training SemEval 2021 Target-Aware Data Augmentation for Stance Detection NAACL 2021 Task-adaptive Pre-training and Self-training are Complementary for Natural Language Understanding EMNLP 2021 Task Cooperation for Semi-Supervised Few-Shot Learning AAAI 2021 Teacher-Student MixIT for Unsupervised and Semi-Supervised Speech Separation Interspeech 2021 Temporal Action Detection With Multi-Level Supervision ICCV 2021