Data Augmentation

Retrieval Enhanced Data Augmentation for Question Answering on Privacy Policies EACL 2023 Revisiting and Amending Central Kurdish Data on UniMorph 4.0 ACL 2023 Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic Segmentation CVPR 2023 Robotic Skill Acquisition via Instruction Augmentation with Vision-Language Models RSS 2023 Robust Automatic Speech Recognition via WavAugment Guided Phoneme Adversarial Training Interspeech 2023 Robust Data Pruning under Label Noise via Maximizing Re-labeling Accuracy NeurIPS 2023 Robust Heterogeneous Federated Learning under Data Corruption ICCV 2023 Robustification of Multilingual Language Models to Real-world Noise in Crosslingual Zero-shot Settings with Robust Contrastive Pretraining EACL 2023 RPG-Palm: Realistic Pseudo-data Generation for Palmprint Recognition ICCV 2023 rPPG-Toolbox: Deep Remote PPG Toolbox NeurIPS 2023 Rutgers Multimedia Image Processing Lab at SemEval-2023 Task-1: Text-Augmentation-based Approach for Visual Word Sense Disambiguation SemEval 2023 Sample-adaptive Augmentation for Point Cloud Recognition Against Real-world Corruptions ICCV 2023 Sample Efficiency of Data Augmentation Consistency Regularization AISTATS 2023 Samsung Research China - Beijing at SemEval-2023 Task 2: An AL-R Model for Multilingual Complex Named Entity Recognition SemEval 2023 Sartipi-Sedighin at SemEval-2023 Task 2: Fine-grained Named Entity Recognition with Pre-trained Contextual Language Models and Data Augmentation from Wikipedia SemEval 2023 Scaling Data Generation in Vision-and-Language Navigation ICCV 2023 Scaling Neural ITN for Numbers and Temporal Expressions in Tamil: Findings for an Agglutinative Low-resource Language EMNLP 2023 Scaling Robot Learning with Semantically Imagined Experience RSS 2023 Scaling Up Dataset Distillation to ImageNet-1K with Constant Memory ICML 2023 ScoreNet: Learning Non-Uniform Attention and Augmentation for Transformer-Based Histopathological Image Classification WACV 2023 Sea_and_Wine at SemEval-2023 Task 9: A Regression Model with Data Augmentation for Multilingual Intimacy Analysis SemEval 2023 Search Query Spell Correction with Weak Supervision in E-commerce ACL 2023 SegAugment: Maximizing the Utility of Speech Translation Data with Segmentation-based Augmentations EMNLP 2023 SelectAugment: Hierarchical Deterministic Sample Selection for Data Augmentation AAAI 2023 Selective In-Context Data Augmentation for Intent Detection using Pointwise V-Information EACL 2023