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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

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
Bias-Eliminating Augmentation Learning for Debiased Federated Learning CVPR 2023
A Neural CRF-based Hierarchical Approach for Linear Text Segmentation EACL 2023
Label efficient semi-supervised conversational intent classification ACL 2023
Consistent Text Categorization using Data Augmentation in e-Commerce ACL 2023
Feature Dropout: Revisiting the Role of Augmentations in Contrastive Learning NIPS 2023
Understanding and Mitigating Copying in Diffusion Models NIPS 2023
Towards robust and generalizable representations of extracellular data using contrastive learning NIPS 2023
Lookaround Optimizer: $k$ steps around, 1 step average NIPS 2023
Frequency Domain-Based Dataset Distillation NIPS 2023
SLACK: Stable Learning of Augmentations With Cold-Start and KL Regularization CVPR 2023
Exploring Zero and Few-shot Techniques for Intent Classification ACL 2023
A Unified Knowledge Graph Augmentation Service for Boosting Domain-specific NLP Tasks ACL 2023
Restoration of Hand-Drawn Architectural Drawings Using Latent Space Mapping With Degradation Generator CVPR 2023
Rawgment: Noise-Accounted RAW Augmentation Enables Recognition in a Wide Variety of Environments CVPR 2023
LEMaRT: Label-Efficient Masked Region Transform for Image Harmonization CVPR 2023