Data Augmentation

Phase perturbation improves channel robustness for speech spoofing countermeasures Interspeech 2023 PINA: Leveraging Side Information in eXtreme Multi-label Classification via Predicted Instance Neighborhood Aggregation ICML 2023 Planckian Jitter: countering the color-crippling effects of color jitter on self-supervised training ICLR 2023 PlayGround Low Resource Machine Translation System for the 2023 AmericasNLP Shared Task ACL 2023 Predictive Chemistry Augmented with Text Retrieval EMNLP 2023 Pre-Trained Language Models Augmented with Synthetic Scanpaths for Natural Language Understanding EMNLP 2023 Pre-trained Language Model with Prompts for Temporal Knowledge Graph Completion ACL 2023 Pre-training Vision Transformers with Very Limited Synthesized Images ICCV 2023 PrObeD: Proactive Object Detection Wrapper NeurIPS 2023 Prodicus at SemEval-2023 Task 4: Enhancing Human Value Detection with Data Augmentation and Fine-Tuned Language Models SemEval 2023 Progressive Random Convolutions for Single Domain Generalization CVPR 2023 Prompt-Based Editing for Text Style Transfer EMNLP 2023 PromptDA: Label-guided Data Augmentation for Prompt-based Few Shot Learners EACL 2023 PromptMix: A Class Boundary Augmentation Method for Large Language Model Distillation EMNLP 2023 PROSE: A Pronoun Omission Solution for Chinese-English Spoken Language Translation EMNLP 2023 PROTEGE: Prompt-based Diverse Question Generation from Web Articles EMNLP 2023 Provable Benefit of Mixup for Finding Optimal Decision Boundaries ICML 2023 Provably Learning Diverse Features in Multi-View Data with Midpoint Mixup ICML 2023 PUG: Photorealistic and Semantically Controllable Synthetic Data for Representation Learning NeurIPS 2023 QCon at SemEval-2023 Task 10: Data Augmentation and Model Ensembling for Detection of Online Sexism SemEval 2023 Q: How To Specialize Large Vision-Language Models to Data-Scarce VQA Tasks? A: Self-Train on Unlabeled Images! CVPR 2023 Quality-agnostic Image Captioning to Safely Assist People with Vision Impairment IJCAI 2023 Quality-Aware Self-Training on Differentiable Synthesis of Rare Relational Data AAAI 2023 RAMP: Retrieval-Augmented MOS Prediction via Confidence-based Dynamic Weighting Interspeech 2023 Randomized Quantization: A Generic Augmentation for Data Agnostic Self-supervised Learning ICCV 2023