data augmentation

Pre-training Vision Transformers with Very Limited Synthesized Images ICCV 2023 Prodicus at SemEval-2023 Task 4: Enhancing Human Value Detection with Data Augmentation and Fine-Tuned Language Models SemEval 2023 Progress and Limitations of Deep Networks to Recognize Objects in Unusual Poses AAAI 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 Provably Learning Diverse Features in Multi-View Data with Midpoint Mixup ICML 2023 Pseudo-label Alignment for Semi-supervised Instance Segmentation ICCV 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 RAIN: RegulArization on Input and Network for Black-Box Domain Adaptation IJCAI 2023 Randomized Quantization: A Generic Augmentation for Data Agnostic Self-supervised Learning ICCV 2023 Random Utterance Concatenation Based Data Augmentation for Improving Short-video Speech Recognition Interspeech 2023 RankAug: Augmented data ranking for text classification EMNLP 2023 RankMix: Data Augmentation for Weakly Supervised Learning of Classifying Whole Slide Images With Diverse Sizes and Imbalanced Categories CVPR 2023 Rawgment: Noise-Accounted RAW Augmentation Enables Recognition in a Wide Variety of Environments CVPR 2023 READIN: A Chinese Multi-Task Benchmark with Realistic and Diverse Input Noises ACL 2023 Recent Advances in Direct Speech-to-text Translation IJCAI 2023 Recursive Time Series Data Augmentation ICLR 2023 ReDirTrans: Latent-to-Latent Translation for Gaze and Head Redirection CVPR 2023 Regularizing Neural Networks with Meta-Learning Generative Models NeurIPS 2023 Reinforce Data, Multiply Impact: Improved Model Accuracy and Robustness with Dataset Reinforcement ICCV 2023 Relation-based Counterfactual Data Augmentation and Contrastive Learning for Robustifying Natural Language Inference Models Interspeech 2023