data augmentation

Improving Out-of-Distribution Robustness via Selective Augmentation ICML 2022 Information Augmentation for Few-shot Node Classification IJCAI 2022 Infrrd.ai at SemEval-2022 Task 11: A system for named entity recognition using data augmentation, transformer-based sequence labeling model, and EnsembleCRF SemEval 2022 InterAug: Augmenting Noisy Intermediate Predictions for CTC-based ASR Interspeech 2022 Invariance Learning in Deep Neural Networks with Differentiable Laplace Approximations NeurIPS 2022 In What Ways Are Deep Neural Networks Invariant and How Should We Measure This? NeurIPS 2022 Items from Psychometric Tests as Training Data for Personality Profiling Models of Twitter Users ACL 2022 ITNLP2022 at SemEval-2022 Task 8: Pre-trained Model with Data Augmentation and Voting for Multilingual News Similarity SemEval 2022 It’s Better to Teach Fishing than Giving a Fish: An Auto-Augmented Structure-aware Generative Model for Metaphor Detection EMNLP 2022 It Takes Two to Tango: Mixup for Deep Metric Learning ICLR 2022 JCT at SemEval-2022 Task 4-A: Patronism Detection in Posts Written in English using Preprocessing Methods and various Machine Leaerning Methods SemEval 2022 Koopman Q-learning: Offline Reinforcement Learning via Symmetries of Dynamics ICML 2022 L2-GEN: A Neural Phoneme Paraphrasing Approach to L2 Speech Synthesis for Mispronunciation Diagnosis Interspeech 2022 Last Layer Marginal Likelihood for Invariance Learning AISTATS 2022 Late-Resizing: A Simple but Effective Sketch Extraction Strategy for Improving Generalization of Line-Art Colorization WACV 2022 Learning from Counterfactual Links for Link Prediction ICML 2022 Learning Instructions with Unlabeled Data for Zero-Shot Cross-Task Generalization EMNLP 2022 Learning Strategies for Contrast-agnostic Segmentation via SynthSeg for Infant MRI data MIDL 2022 Learning to Generalize to More: Continuous Semantic Augmentation for Neural Machine Translation ACL 2022 Learning to Generate Examples for Semantic Processing Tasks NAACL 2022 Learning to Generate Overlap Summaries through Noisy Synthetic Data EMNLP 2022 Learning to Learn Transferable Attack AAAI 2022 Learning with Limited Text Data ACL 2022 Let There Be a Clock on the Beach: Reducing Object Hallucination in Image Captioning WACV 2022 Leveraging Affirmative Interpretations from Negation Improves Natural Language Understanding EMNLP 2022