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Data Augmentation

3622 directly classified papers

Papers per year

Papers

FreeMask: Synthetic Images with Dense Annotations Make Stronger Segmentation Models NIPS 2023
Understanding the detrimental class-level effects of data augmentation NIPS 2023
IPMix: Label-Preserving Data Augmentation Method for Training Robust Classifiers NIPS 2023
rPPG-Toolbox: Deep Remote PPG Toolbox NIPS 2023
Two Directions for Clinical Data Generation with Large Language Models: Data-to-Label and Label-to-Data EMNLP 2023
Back-Modality: Leveraging Modal Transformation for Data Augmentation NIPS 2023
Robust Data Pruning under Label Noise via Maximizing Re-labeling Accuracy NIPS 2023
Dataset Diffusion: Diffusion-based Synthetic Data Generation for Pixel-Level Semantic Segmentation NIPS 2023
Cultural Concept Adaptation on Multimodal Reasoning EMNLP 2023
Diversify Your Vision Datasets with Automatic Diffusion-based Augmentation NIPS 2023
GBT: Generative Boosting Training Approach for Paraphrase Identification EMNLP 2023
HW-TSC at IWSLT2023: Break the Quality Ceiling of Offline Track via Pre-Training and Domain Adaptation ACL 2023
Prompt-Based Editing for Text Style Transfer EMNLP 2023
PROTEGE: Prompt-based Diverse Question Generation from Web Articles EMNLP 2023
Using Text Injection to Improve Recognition of Personal Identifiers in Speech INTERSPEECH 2023
Scaling Robot Learning with Semantically Imagined Experience RSS 2023
Improving End-to-End Speech Processing by Efficient Text Data Utilization with Latent Synthesis EMNLP 2023
Improving Low Resource Speech Translation with Data Augmentation and Ensemble Strategies ACL 2023
KIT’s Multilingual Speech Translation System for IWSLT 2023 ACL 2023
Understanding Compositional Data Augmentation in Typologically Diverse Morphological Inflection EMNLP 2023
Byte Pair Encoding for Symbolic Music EMNLP 2023
Low-Resource Comparative Opinion Quintuple Extraction by Data Augmentation with Prompting EMNLP 2023
FouriDown: Factoring Down-Sampling into Shuffling and Superposing NIPS 2023
Test-time Augmentation for Factual Probing EMNLP 2023
ConvRGX: Recognition, Generation, and Extraction for Self-trained Conversational Question Answering ACL 2023