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Data Augmentation

434 directly classified papers

Papers per year

Papers

Curriculum Multi-Negative Augmentation for Debiased Video Grounding AAAI 2023
CutMIB: Boosting Light Field Super-Resolution via Multi-View Image Blending CVPR 2023
GuidedMixup: An Efficient Mixup Strategy Guided by Saliency Maps AAAI 2023
SLACK: Stable Learning of Augmentations With Cold-Start and KL Regularization CVPR 2023
ArtiBoost: Boosting Articulated 3D Hand-Object Pose Estimation via Online Exploration and Synthesis CVPR 2022
Robust Optimization As Data Augmentation for Large-Scale Graphs CVPR 2022
SAS: Self-Augmentation Strategy for Language Model Pre-training AAAI 2022
Exploring Geometric Consistency for Monocular 3D Object Detection CVPR 2022
Graph Transplant: Node Saliency-Guided Graph Mixup with Local Structure Preservation AAAI 2022
PixMix: Dreamlike Pictures Comprehensively Improve Safety Measures CVPR 2022
Saliency Grafting: Innocuous Attribution-Guided Mixup with Calibrated Label Mixing AAAI 2022
Tackling Low-Resourced Sign Language Translation: UPC at WMT-SLT 22 EMNLP 2022
Adversarial Examples Can Be Effective Data Augmentation for Unsupervised Machine Learning AAAI 2022
Separating Grains from the Chaff: Using Data Filtering to Improve Multilingual Translation for Low-Resourced African Languages EMNLP 2022
Regularizing Graph Neural Networks via Consistency-Diversity Graph Augmentations AAAI 2022
SimVQA: Exploring Simulated Environments for Visual Question Answering CVPR 2022
Correlation Field for Boosting 3D Object Detection in Structured Scenes AAAI 2022
HW-TSC Translation Systems for the WMT22 Biomedical Translation Task EMNLP 2022
Logit Perturbation AAAI 2022
NaturalInversion: Data-Free Image Synthesis Improving Real-World Consistency AAAI 2022
GenCo: Generative Co-training for Generative Adversarial Networks with Limited Data AAAI 2022
Model-Based Image Signal Processors via Learnable Dictionaries AAAI 2022
Robust MT Evaluation with Sentence-level Multilingual Augmentation EMNLP 2022
Imagine by Reasoning: A Reasoning-Based Implicit Semantic Data Augmentation for Long-Tailed Classification AAAI 2022
VITA: A Multi-Source Vicinal Transfer Augmentation Method for Out-of-Distribution Generalization AAAI 2022