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data augmentation

3052 papers

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DA

Co-occurring keywords

text classification (6793) large language model (13587) transfer learning (5449) semi-supervised learning (2341) few-shot learning (3398) domain adaptation (4595) machine translation (2499) image classification (1944) language model (4599) low-resource language (2273)

Papers

Learning by Analogy: Diverse Questions Generation in Math Word Problem ACL 2023
Appeal for Attention at SemEval-2023 Task 3: Data augmentation extension strategies for detection of online news persuasion techniques ACL 2023
Trinity at SemEval-2023 Task 12: Sentiment Analysis for Low-resource African Languages using Twitter Dataset ACL 2023
FMI-SU at SemEval-2023 Task 7: Two-level Entailment Classification of Clinical Trials Enhanced by Contextual Data Augmentation ACL 2023
Low-resource grapheme-to-phoneme mapping with phonetically-conditioned transfer ACL 2023
DISCO: Distilling Counterfactuals with Large Language Models ACL 2023
ParaAMR: A Large-Scale Syntactically Diverse Paraphrase Dataset by AMR Back-Translation ACL 2023
Dynamic Regularization in UDA for Transformers in Multimodal Classification ACL 2023
DistractFlow: Improving Optical Flow Estimation via Realistic Distractions and Pseudo-Labeling CVPR 2023
CutMIB: Boosting Light Field Super-Resolution via Multi-View Image Blending CVPR 2023
BiasAdv: Bias-Adversarial Augmentation for Model Debiasing CVPR 2023
ReDirTrans: Latent-to-Latent Translation for Gaze and Head Redirection CVPR 2023
DeepBlueAI at PragTag-2023:Ensemble-based Text Classification Approaches under Limited Data Resources EMNLP 2023
Harnessing Hard Mixed Samples with Decoupled Regularizer NIPS 2023
Anchor Data Augmentation NIPS 2023
Augmentation-Aware Self-Supervision for Data-Efficient GAN Training NIPS 2023
COCO-Counterfactuals: Automatically Constructed Counterfactual Examples for Image-Text Pairs NIPS 2023
CS-Isolate: Extracting Hard Confident Examples by Content and Style Isolation NIPS 2023
Distilling Out-of-Distribution Robustness from Vision-Language Foundation Models NIPS 2023
Center-Aware Adversarial Augmentation for Single Domain Generalization WACV 2023
Improving Diversity With Adversarially Learned Transformations for Domain Generalization WACV 2023
Scaling Data Generation in Vision-and-Language Navigation ICCV 2023
Improving Generalization in Visual Reinforcement Learning via Conflict-aware Gradient Agreement Augmentation ICCV 2023
Revisiting Scene Text Recognition: A Data Perspective ICCV 2023
Learning to Transform for Generalizable Instance-wise Invariance ICCV 2023