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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

Supervised Contrastive Few-Shot Learning for High-Frequency Time Series AAAI 2023
Background-Mixed Augmentation for Weakly Supervised Change Detection AAAI 2023
AEC-GAN: Adversarial Error Correction GANs for Auto-Regressive Long Time-Series Generation AAAI 2023
When Neural Networks Fail to Generalize? A Model Sensitivity Perspective AAAI 2023
Global Mixup: Eliminating Ambiguity with Clustering AAAI 2023
Graph Component Contrastive Learning for Concept Relatedness Estimation AAAI 2023
Can Synthetic Text Help Clinical Named Entity Recognition? A Study of Electronic Health Records in French EACL 2023
Making More of Little Data: Improving Low-Resource Automatic Speech Recognition Using Data Augmentation ACL 2023
READIN: A Chinese Multi-Task Benchmark with Realistic and Diverse Input Noises ACL 2023
Data Augmentation for Radiology Report Simplification EACL 2023
Exploring Data Augmentation for Code Generation Tasks EACL 2023
Augmentation Matters: A Simple-Yet-Effective Approach to Semi-Supervised Semantic Segmentation CVPR 2023
Instance-Specific and Model-Adaptive Supervision for Semi-Supervised Semantic Segmentation CVPR 2023
Object Detection With Self-Supervised Scene Adaptation CVPR 2023
Global and Local Mixture Consistency Cumulative Learning for Long-Tailed Visual Recognitions CVPR 2023
Curricular Object Manipulation in LiDAR-Based Object Detection CVPR 2023
LaserMix for Semi-Supervised LiDAR Semantic Segmentation CVPR 2023
HandsOff: Labeled Dataset Generation With No Additional Human Annotations CVPR 2023
Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic Segmentation CVPR 2023
Hierarchical Supervision and Shuffle Data Augmentation for 3D Semi-Supervised Object Detection CVPR 2023
Improving Robustness of Semantic Segmentation to Motion-Blur Using Class-Centric Augmentation CVPR 2023
Exploring Discontinuity for Video Frame Interpolation CVPR 2023
Lift3D: Synthesize 3D Training Data by Lifting 2D GAN to 3D Generative Radiance Field CVPR 2023
Soft Augmentation for Image Classification CVPR 2023
A New Benchmark: On the Utility of Synthetic Data With Blender for Bare Supervised Learning and Downstream Domain Adaptation CVPR 2023