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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

Neural Topic Modeling based on Cycle Adversarial Training and Contrastive Learning ACL 2023
Does progress on ImageNet transfer to real-world datasets? NIPS 2023
Rethinking Rotation in Self-Supervised Contrastive Learning: Adaptive Positive or Negative Data Augmentation WACV 2023
VBD_NLP at SemEval-2023 Task 2: Named Entity Recognition Systems Enhanced by BabelNet and Wikipedia ACL 2023
Towards Better Hierarchical Text Classification with Data Generation ACL 2023
Quality-agnostic Image Captioning to Safely Assist People with Vision Impairment IJCAI 2023
Joint Speech Transcription and Translation: Pseudo-Labeling with Out-of-Distribution Data ACL 2023
Information Transfer in Multitask Learning, Data Augmentation, and Beyond AAAI 2023
Text Augmentation Using Dataset Reconstruction for Low-Resource Classification ACL 2023
Understanding the detrimental class-level effects of data augmentation NIPS 2023
ECG-QALM: Entity-Controlled Synthetic Text Generation using Contextual Q&A for NER ACL 2023
RAIN: RegulArization on Input and Network for Black-Box Domain Adaptation IJCAI 2023
Boosting Distress Support Dialogue Responses with Motivational Interviewing Strategy ACL 2023
Intra-Source Style Augmentation for Improved Domain Generalization WACV 2023
TransGEC: Improving Grammatical Error Correction with Translationese ACL 2023
Synthetic Latent Fingerprint Generator WACV 2023
One-Shot Synthesis of Images and Segmentation Masks WACV 2023
ScoreNet: Learning Non-Uniform Attention and Augmentation for Transformer-Based Histopathological Image Classification WACV 2023
Augmentation by Counterfactual Explanation - Fixing an Overconfident Classifier WACV 2023
DigiFace-1M: 1 Million Digital Face Images for Face Recognition WACV 2023
Accelerating Self-Supervised Learning via Efficient Training Strategies WACV 2023
SelectAugment: Hierarchical Deterministic Sample Selection for Data Augmentation AAAI 2023
Label efficient semi-supervised conversational intent classification ACL 2023
Consistent Text Categorization using Data Augmentation in e-Commerce ACL 2023
Adversarial Word Dilution as Text Data Augmentation in Low-Resource Regime AAAI 2023