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data augmentation

3037 papers

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Also known as

DA-MCMC DADA DA TTA ADA EDA

Co-occurring keywords

text classification (6776) large language model (12755) transfer learning (5442) semi-supervised learning (2331) few-shot learning (3390) domain adaptation (4578) machine translation (2472) image classification (1943) language model (4573) low-resource language (2234)

Papers

Learning Instructions with Unlabeled Data for Zero-Shot Cross-Task Generalization EMNLP 2022
A Model-agnostic Data Manipulation Method for Persona-based Dialogue Generation ACL 2022
RecursiveMix: Mixed Learning with History NIPS 2022
PolarMix: A General Data Augmentation Technique for LiDAR Point Clouds NIPS 2022
PointNeXt: Revisiting PointNet++ with Improved Training and Scaling Strategies NIPS 2022
Enabling Detailed Action Recognition Evaluation Through Video Dataset Augmentation NIPS 2022
Data Augmentation for Low-Resource Dialogue Summarization NAACL 2022
Retrieval Based Response Letter Generation For a Customer Care Setting NAACL 2022
Efficient Semi-supervised Consistency Training for Natural Language Understanding NAACL 2022
Controlled Data Generation via Insertion Operations for NLU NAACL 2022
Flare7K: A Phenomenological Nighttime Flare Removal Dataset NIPS 2022
WANLI: Worker and AI Collaboration for Natural Language Inference Dataset Creation EMNLP 2022
EMIXER: End-to-end Multimodal X-ray Generation via Self-supervision MLHC 2022
GeoECG: Data Augmentation via Wasserstein Geodesic Perturbation for Robust Electrocardiogram Prediction MLHC 2022
Data Augmentation for Improving the Prediction of Validity and Novelty of Argumentative Conclusions COLING 2022
ViewFool: Evaluating the Robustness of Visual Recognition to Adversarial Viewpoints NIPS 2022
Robust Optimization As Data Augmentation for Large-Scale Graphs CVPR 2022
Boosting Robustness of Image Matting With Context Assembling and Strong Data Augmentation CVPR 2022
3D-VField: Adversarial Augmentation of Point Clouds for Domain Generalization in 3D Object Detection CVPR 2022
MogFace: Towards a Deeper Appreciation on Face Detection CVPR 2022
A Unified Analysis of Mixed Sample Data Augmentation: A Loss Function Perspective NIPS 2022
HFL at SemEval-2022 Task 8: A Linguistics-inspired Regression Model with Data Augmentation for Multilingual News Similarity SEMEVAL 2022
DUCS at SemEval-2022 Task 6: Exploring Emojis and Sentiments for Sarcasm Detection SEMEVAL 2022
A Theory of PAC Learnability under Transformation Invariances NIPS 2022
Benchmarking and Analyzing 3D Human Pose and Shape Estimation Beyond Algorithms NIPS 2022