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Data Augmentation

434 directly classified papers

Papers per year

Papers

SimPSI: A Simple Strategy to Preserve Spectral Information in Time Series Data Augmentation AAAI 2024
Domain Generalization with Vital Phase Augmentation AAAI 2024
Catch-Up Mix: Catch-Up Class for Struggling Filters in CNN AAAI 2024
GENDEX: Generative Data Augmentation Strategy Leveraging External Data for Abstractive Dialogue Summarization ACL 2024
BEHAVIOR Vision Suite: Customizable Dataset Generation via Simulation CVPR 2024
Semantic-Guided Generative Image Augmentation Method with Diffusion Models for Image Classification AAAI 2024
Scaling and Masking: A New Paradigm of Data Sampling for Image and Video Quality Assessment AAAI 2024
E2HQV: High-Quality Video Generation from Event Camera via Theory-Inspired Model-Aided Deep Learning AAAI 2024
Diverse Person: Customize Your Own Dataset for Text-Based Person Search AAAI 2024
Semantic-Aware Data Augmentation for Text-to-Image Synthesis AAAI 2024
Supervision Interpolation via LossMix: Generalizing Mixup for Object Detection and Beyond AAAI 2024
A Comprehensive Augmentation Framework for Anomaly Detection AAAI 2024
AdvST: Revisiting Data Augmentations for Single Domain Generalization AAAI 2024
IncepSeqNet: Advancing Signal Classification with Multi-Shape Augmentation (Student Abstract) AAAI 2024
Flow-Event Autoencoder: Event Stream Object Recognition Dataset Generation with Arbitrary High Temporal Resolution AAAI 2024
Improving Single Domain-Generalized Object Detection: A Focus on Diversification and Alignment CVPR 2024
CutFreq: Cut-and-Swap Frequency Components for Low-Level Vision Augmentation AAAI 2024
Guiding a Harsh-Environments Robust Detector via RAW Data Characteristic Mining AAAI 2024
Guidance-Based Prompt Data Augmentation in Specialized Domains for Named Entity Recognition ACL 2024
ShapeBoost: Boosting Human Shape Estimation with Part-Based Parameterization and Clothing-Preserving Augmentation AAAI 2024
Annotating FrameNet via Structure-Conditioned Language Generation ACL 2024
SPZ: A Semantic Perturbation-based Data Augmentation Method with Zonal-Mixing for Alzheimer’s Disease Detection ACL 2024
Consistency Training by Synthetic Question Generation for Conversational Question Answering ACL 2024
Can LLMs Augment Low-Resource Reading Comprehension Datasets? Opportunities and Challenges ACL 2024
Motion Matters: Neural Motion Transfer for Better Camera Physiological Measurement WACV 2024