Semi-Supervised Learning

Early-Learning Regularization Prevents Memorization of Noisy Labels NeurIPS 2020 EdinburghNLP at WNUT-2020 Task 2: Leveraging Transformers with Generalized Augmentation for Identifying Informativeness in COVID-19 Tweets EMNLP 2020 Efficient Marginalization of Discrete and Structured Latent Variables via Sparsity NeurIPS 2020 Empirical Likelihood for Contextual Bandits NeurIPS 2020 Ensemble of Students Taught by Probabilistic Teachers to Improve Speech Emotion Recognition Interspeech 2020 Ensemble Self-Training for Low-Resource Languages: Grapheme-to-Phoneme Conversion and Morphological Inflection ACL 2020 Entity Enhanced BERT Pre-training for Chinese NER EMNLP 2020 Exploit Clues From Views: Self-Supervised and Regularized Learning for Multiview Object Recognition CVPR 2020 Exploring Interpretability in Event Extraction: Multitask Learning of a Neural Event Classifier and an Explanation Decoder ACL 2020 Fast Template Matching and Update for Video Object Tracking and Segmentation CVPR 2020 Feature-Metric Registration: A Fast Semi-Supervised Approach for Robust Point Cloud Registration Without Correspondences CVPR 2020 Few-shot Pseudo-Labeling for Intent Detection COLING 2020 Fine-tuning Neural Machine Translation on Gender-Balanced Datasets COLING 2020 FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence NeurIPS 2020 Flow Contrastive Estimation of Energy-Based Models CVPR 2020 FocalMix: Semi-Supervised Learning for 3D Medical Image Detection CVPR 2020 From Fidelity to Perceptual Quality: A Semi-Supervised Approach for Low-Light Image Enhancement CVPR 2020 Gait Recognition via Semi-supervised Disentangled Representation Learning to Identity and Covariate Features CVPR 2020 GAN-BERT: Generative Adversarial Learning for Robust Text Classification with a Bunch of Labeled Examples ACL 2020 Generalized Product Quantization Network for Semi-Supervised Image Retrieval CVPR 2020 Generating Accurate Pseudo-Labels in Semi-Supervised Learning and Avoiding Overconfident Predictions via Hermite Polynomial Activations CVPR 2020 Generating Diverse and Consistent QA pairs from Contexts with Information-Maximizing Hierarchical Conditional VAEs ACL 2020 Global Bootstrapping Neural Network for Entity Set Expansion EMNLP 2020 GradMix: Multi-source Transfer across Domains and Tasks WACV 2020 Grammatical Error Correction Using Pseudo Learner Corpus Considering Learner’s Error Tendency ACL 2020