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Data Augmentation

434 directly classified papers

Papers per year

Papers

Consistency Training by Synthetic Question Generation for Conversational Question Answering ACL 2024
CutFreq: Cut-and-Swap Frequency Components for Low-Level Vision Augmentation AAAI 2024
Catch-Up Mix: Catch-Up Class for Struggling Filters in CNN AAAI 2024
ShapeBoost: Boosting Human Shape Estimation with Part-Based Parameterization and Clothing-Preserving 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
Domain Generalization with Vital Phase Augmentation AAAI 2024
Improving Fairness Using Vision-Language Driven Image Augmentation WACV 2024
AdvST: Revisiting Data Augmentations for Single Domain Generalization AAAI 2024
Deterministic Reversible Data Augmentation for Neural Machine Translation ACL 2024
SimPSI: A Simple Strategy to Preserve Spectral Information in Time Series Data Augmentation AAAI 2024
SPZ: A Semantic Perturbation-based Data Augmentation Method with Zonal-Mixing for Alzheimer’s Disease Detection ACL 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
SRCB at #SMM4H 2024: Making Full Use of LLM-based Data Augmentation in Adverse Drug Event Extraction and Normalization ACL 2024
Empowering Large Language Models for Textual Data Augmentation ACL 2024
Revisiting Interpolation Augmentation for Speech-to-Text Generation ACL 2024
RIGA at SMM4H-2024 Task 1: Enhancing ADE discovery with GPT-4 ACL 2024
KUL@SMM4H2024: Optimizing Text Classification with Quality-Assured Augmentation Strategies ACL 2024
Abstract Meaning Representation-Based Logic-Driven Data Augmentation for Logical Reasoning ACL 2024
Semantic-Guided Generative Image Augmentation Method with Diffusion Models for Image Classification AAAI 2024
A Comprehensive Augmentation Framework for Anomaly Detection AAAI 2024
Diverse Person: Customize Your Own Dataset for Text-Based Person Search AAAI 2024
Fine-tuning with HED-IT: The impact of human post-editing for dialogical language models ACL 2024
Better Synthetic Data by Retrieving and Transforming Existing Datasets ACL 2024