Semi-Supervised Learning

Effective Slot Filling via Weakly-Supervised Dual-Model Learning AAAI 2021 Efficient and Local Parallel Random Walks NeurIPS 2021 Efficient Learning with Arbitrary Covariate Shift ALT 2021 Elastic Graph Neural Networks ICML 2021 EmailSum: Abstractive Email Thread Summarization ACL 2021 Empathetic BERT2BERT Conversational Model: Learning Arabic Language Generation with Little Data EACL 2021 End-to-End Rich Transcription-Style Automatic Speech Recognition with Semi-Supervised Learning Interspeech 2021 End-to-End Semi-Supervised Object Detection With Soft Teacher ICCV 2021 End-to-End Urban Driving by Imitating a Reinforcement Learning Coach ICCV 2021 Event Representation with Sequential, Semi-Supervised Discrete Variables NAACL 2021 Every Annotation Counts: Multi-Label Deep Supervision for Medical Image Segmentation CVPR 2021 Explanation Consistency Training: Facilitating Consistency-Based Semi-Supervised Learning with Interpretability AAAI 2021 Explicit pairwise factorized graph neural network for semi-supervised node classification UAI 2021 Exploiting Cloze-Questions for Few-Shot Text Classification and Natural Language Inference EACL 2021 Exploiting Sample Uncertainty for Domain Adaptive Person Re-Identification AAAI 2021 Exploiting Unlabeled Data via Partial Label Assignment for Multi-Class Semi-Supervised Learning AAAI 2021 Exponential Moving Average Normalization for Self-Supervised and Semi-Supervised Learning CVPR 2021 Fairness, Semi-Supervised Learning, and More: A General Framework for Clustering with Stochastic Pairwise Constraints AAAI 2021 Federated Semi-Supervised Learning with Inter-Client Consistency & Disjoint Learning ICLR 2021 Few-Shot Segmentation Without Meta-Learning: A Good Transductive Inference Is All You Need? CVPR 2021 FiD-Ex: Improving Sequence-to-Sequence Models for Extractive Rationale Generation EMNLP 2021 Finding Needles in Heterogeneous Haystacks AAAI 2021 Fine-grained Classification of Political Bias in German News: A Data Set and Initial Experiments ACL 2021 Fine-grained Entity Typing without Knowledge Base EMNLP 2021 FINE Samples for Learning with Noisy Labels NeurIPS 2021