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data augmentation

3,121 papers

DA

Papers

Investigation on Data Adaptation Techniques for Neural Named Entity Recognition ACL 2021 IR-GAN: Room Impulse Response Generator for Far-Field Speech Recognition Interspeech 2021 Isotonic Data Augmentation for Knowledge Distillation IJCAI 2021 Joint-Label Learning by Dual Augmentation for Time Series Classification AAAI 2021 KeepAugment: A Simple Information-Preserving Data Augmentation Approach CVPR 2021 Kernel-convoluted Deep Neural Networks with Data Augmentation AAAI 2021 KoDF: A Large-Scale Korean DeepFake Detection Dataset ICCV 2021 LADA: Look-Ahead Data Acquisition via Augmentation for Deep Active Learning NeurIPS 2021 Language Recognition on Unknown Conditions: The LORIA-Inria-MULTISPEECH System for AP20-OLR Challenge Interspeech 2021 LearnDA: Learnable Knowledge-Guided Data Augmentation for Event Causality Identification ACL 2021 Learning Backchanneling Behaviors for a Social Robot via Data Augmentation from Human-Human Conversations CoRL 2021 Learning Bill Similarity with Annotated and Augmented Corpora of Bills EMNLP 2021 Learning Curves for Analysis of Deep Networks ICML 2021 Learning Data Augmentation Schedules for Natural Language Processing EMNLP 2021 Learning Data Augmentation With Online Bilevel Optimization for Image Classification WACV 2021 Learning from Multiple Noisy Augmented Data Sets for Better Cross-Lingual Spoken Language Understanding EMNLP 2021 Learning from the Worst: Dynamically Generated Datasets to Improve Online Hate Detection ACL 2021 Learning perturbation sets for robust machine learning ICLR 2021 Learning to Augment for Data-scarce Domain BERT Knowledge Distillation AAAI 2021 Learning to Perturb Word Embeddings for Out-of-distribution QA ACL 2021 Learning to Rank Question Answer Pairs with Bilateral Contrastive Data Augmentation EMNLP 2021 Learning to Recombine and Resample Data For Compositional Generalization ICLR 2021 Learning with Different Amounts of Annotation: From Zero to Many Labels EMNLP 2021 LeCun at SemEval-2021 Task 6: Detecting Persuasion Techniques in Text Using Ensembled Pretrained Transformers and Data Augmentation SemEval 2021 Let's Get Dirty: GAN Based Data Augmentation for Camera Lens Soiling Detection in Autonomous Driving WACV 2021