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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

Coco at SemEval-2023 Task 10: Explainable Detection of Online Sexism SEMEVAL 2023
UMUTeam and SINAI at SemEval-2023 Task 9: Multilingual Tweet Intimacy Analysis using Multilingual Large Language Models and Data Augmentation SEMEVAL 2023
NLP-LISAC at SemEval-2023 Task 9: Multilingual Tweet Intimacy Analysis via a Transformer-based Approach and Data Augmentation SEMEVAL 2023
Samsung Research China - Beijing at SemEval-2023 Task 2: An AL-R Model for Multilingual Complex Named Entity Recognition SEMEVAL 2023
Sea_and_Wine at SemEval-2023 Task 9: A Regression Model with Data Augmentation for Multilingual Intimacy Analysis SEMEVAL 2023
Benchmarking and Analyzing Robust Point Cloud Recognition: Bag of Tricks for Defending Adversarial Examples ICCV 2023
Robust Heterogeneous Federated Learning under Data Corruption ICCV 2023
Improving Equivariance in State-of-the-Art Supervised Depth and Normal Predictors ICCV 2023
Integrating Prior Knowledge in Contrastive Learning with Kernel ICML 2023
Interval Bound Interpolation for Few-shot Learning with Few Tasks ICML 2023
RPG-Palm: Realistic Pseudo-data Generation for Palmprint Recognition ICCV 2023
Few-shot Dysarthric Speech Recognition with Text-to-Speech Data Augmentation INTERSPEECH 2023
Lowering the Pre-training Tax for Gradient-based Subset Training: A Lightweight Distributed Pre-Training Toolkit ICML 2023
How Many Perturbations Break This Model? Evaluating Robustness Beyond Adversarial Accuracy ICML 2023
Graph Mixup with Soft Alignments ICML 2023
General Covariance Data Augmentation for Neural PDE Solvers ICML 2023
Interpolation for Robust Learning: Data Augmentation on Wasserstein Geodesics ICML 2023
Towards Controlled Data Augmentations for Active Learning ICML 2023
Tuning Language Models as Training Data Generators for Augmentation-Enhanced Few-Shot Learning ICML 2023
Automatic Data Augmentation via Invariance-Constrained Learning ICML 2023
PINA: Leveraging Side Information in eXtreme Multi-label Classification via Predicted Instance Neighborhood Aggregation ICML 2023
Low-Resource Comparative Opinion Quintuple Extraction by Data Augmentation with Prompting EMNLP 2023
Spatial LibriSpeech: An Augmented Dataset for Spatial Audio Learning INTERSPEECH 2023
X-Paste: Revisiting Scalable Copy-Paste for Instance Segmentation using CLIP and StableDiffusion ICML 2023
MMT’s Submission for the WMT 2023 Quality Estimation Shared Task EMNLP 2023