Data Augmentation

Improving the imputation of missing data with Markov Blanket discovery ICLR 2023 Improving the Transferability of Adversarial Samples by Path-Augmented Method CVPR 2023 Incomplete learning of multi-modal connectome for brain disorder diagnosis via modal-mixup and deep supervision MIDL 2023 Increasing Diversity While Maintaining Accuracy: Text Data Generation with Large Language Models and Human Interventions ACL 2023 Infinite Photorealistic Worlds Using Procedural Generation CVPR 2023 Influence Scores at Scale for Efficient Language Data Sampling EMNLP 2023 Information Transfer in Multitask Learning, Data Augmentation, and Beyond AAAI 2023 infoVerse: A Universal Framework for Dataset Characterization with Multidimensional Meta-information ACL 2023 Infusing Definiteness into Randomness: Rethinking Composition Styles for Deep Image Matting AAAI 2023 Input Perturbation Reduces Exposure Bias in Diffusion Models ICML 2023 Instance-Specific and Model-Adaptive Supervision for Semi-Supervised Semantic Segmentation CVPR 2023 INSTRUCTSCORE: Towards Explainable Text Generation Evaluation with Automatic Feedback EMNLP 2023 Integrating Prior Knowledge in Contrastive Learning with Kernel ICML 2023 Interpolating Graph Pair to Regularize Graph Classification AAAI 2023 Interpolation for Robust Learning: Data Augmentation on Wasserstein Geodesics ICML 2023 Interpretable Automatic Fine-grained Inconsistency Detection in Text Summarization ACL 2023 Intra-Source Style Augmentation for Improved Domain Generalization WACV 2023 Investigating Lexical Replacements for Arabic-English Code-Switched Data Augmentation EACL 2023 Investigating Techniques for a Deeper Understanding of Neural Machine Translation (NMT) Systems through Data Filtering and Fine-tuning Strategies EMNLP 2023 IOL Research Machine Translation Systems for WMT23 General Machine Translation Shared Task EMNLP 2023 IOL Research Machine Translation Systems for WMT23 Low-Resource Indic Language Translation Shared Task EMNLP 2023 IPMix: Label-Preserving Data Augmentation Method for Training Robust Classifiers NeurIPS 2023 Is ChatGPT the ultimate Data Augmentation Algorithm? EMNLP 2023 I See-Through You: A Framework for Removing Foreground Occlusion in Both Sparse and Dense Light Field Images WACV 2023 JCT at SemEval-2023 Tasks 12 A and 12B: Sentiment Analysis for Tweets Written in Low-resource African Languages using Various Machine Learning and Deep Learning Methods, Resampling, and HyperParameter Tuning SemEval 2023