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Data Augmentation

3622 directly classified papers

Papers per year

Papers

Synonym relations affect object detection learned on vision-language data NAACL 2024
ControlMath: Controllable Data Generation Promotes Math Generalist Models EMNLP 2024
BEHAVIOR Vision Suite: Customizable Dataset Generation via Simulation CVPR 2024
Synthetic Data Generation for Low-resource Grammatical Error Correction with Tagged Corruption Models NAACL 2024
Data, Data Everywhere: A Guide for Pretraining Dataset Construction EMNLP 2024
LLM See, LLM Do: Leveraging Active Inheritance to Target Non-Differentiable Objectives EMNLP 2024
Sound of Traffic: A Dataset for Acoustic Traffic Identification and Counting INTERSPEECH 2024
Data Advisor: Dynamic Data Curation for Safety Alignment of Large Language Models EMNLP 2024
CareCorpus+: Expanding and Augmenting Caregiver Strategy Data to Support Pediatric Rehabilitation EMNLP 2024
TextNeRF: A Novel Scene-Text Image Synthesis Method based on Neural Radiance Fields CVPR 2024
Simple and effective data augmentation for compositional generalization NAACL 2024
Learning to Extract Structured Entities Using Language Models EMNLP 2024
Scaling Synthetic Logical Reasoning Datasets with Context-Sensitive Declarative Grammars EMNLP 2024
Vision-Flan: Scaling Human-Labeled Tasks in Visual Instruction Tuning ACL 2024
OAM-TCD: A globally diverse dataset of high-resolution tree cover maps NIPS 2024
Quality Matters: Evaluating Synthetic Data for Tool-Using LLMs EMNLP 2024
PointPatchMix: Point Cloud Mixing with Patch Scoring AAAI 2024
From the Least to the Most: Building a Plug-and-Play Visual Reasoner via Data Synthesis EMNLP 2024
Enhance Image Classification via Inter-Class Image Mixup with Diffusion Model CVPR 2024
Your Image is My Video: Reshaping the Receptive Field via Image-To-Video Differentiable AutoAugmentation and Fusion CVPR 2024
Frozen Feature Augmentation for Few-Shot Image Classification CVPR 2024
Terra: A Multimodal Spatio-Temporal Dataset Spanning the Earth NIPS 2024
Color-Oriented Redundancy Reduction in Dataset Distillation NIPS 2024
On the Robustness of Neural Models for Full Sentence Transformation NAACL 2024
MuMath-Code: Combining Tool-Use Large Language Models with Multi-perspective Data Augmentation for Mathematical Reasoning EMNLP 2024