Data Augmentation

Class-Incremental Learning via Dual Augmentation NeurIPS 2021 CodemixedNLP: An Extensible and Open NLP Toolkit for Code-Mixing NAACL 2021 ColorRL: Reinforced Coloring for End-to-End Instance Segmentation CVPR 2021 Combining Ensembles and Data Augmentation Can Harm Your Calibration ICLR 2021 Co-Mixup: Saliency Guided Joint Mixup with Supermodular Diversity ICLR 2021 Comparison of Grammatical Error Correction Using Back-Translation Models NAACL 2021 Composing Photos Like a Photographer CVPR 2021 Compositional Data and Task Augmentation for Instruction Following EMNLP 2021 Computational Visual Ceramicology: Matching Image Outlines to Catalog Sketches AAAI 2021 Consistency Regularization for Cross-Lingual Fine-Tuning ACL 2021 Constructing a Fair Classifier with Generated Fair Data AAAI 2021 Constructing Multi-Modal Dialogue Dataset by Replacing Text with Semantically Relevant Images ACL 2021 Context Decoupling Augmentation for Weakly Supervised Semantic Segmentation ICCV 2021 Contextual Similarity Aggregation with Self-attention for Visual Re-ranking NeurIPS 2021 Continuous Copy-Paste for One-Stage Multi-Object Tracking and Segmentation ICCV 2021 Contrast and Classify: Training Robust VQA Models ICCV 2021 Controllable Text Simplification with Explicit Paraphrasing NAACL 2021 CoRI: Collective Relation Integration with Data Augmentation for Open Information Extraction ACL 2021 Correcting Automated and Manual Speech Transcription Errors Using Warped Language Models Interspeech 2021 Counterfactual Data Augmentation for Neural Machine Translation NAACL 2021 Cross-language Sentence Selection via Data Augmentation and Rationale Training ACL 2021 Crowdsourcing Natural Language Data at Scale: A Hands-On Tutorial NAACL 2021 C-Test Collector: A Proficiency Testing Application to Collect Training Data for C-Tests EACL 2021 Curriculum Labeling: Revisiting Pseudo-Labeling for Semi-Supervised Learning AAAI 2021 Data Augmentation by Concatenation for Low-Resource Translation: A Mystery and a Solution ACL 2021