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Data Augmentation

3622 directly classified papers

Papers per year

Papers

MedArabs at AbjadMed: Arabic Medical Text Classification via Data- and Algorithm-Level Fusion EACL 2026
SynPlay: Large-Scale Synthetic Human Data with Real-World Diversity for Aerial-View Perception WACV 2026
PiSA: A Self-Augmented Data Engine and Training Strategy for 3D Understanding with Large Models WACV 2026
NoHumansRequired: Autonomous High-Quality Image Editing Triplet Mining WACV 2026
Language Mixture to Develop Accurate Galician Dependency Parsers: An Exploration of Its Effects EACL 2026
PersonaTrace: Synthesizing Realistic Digital Footprints with LLM Agents EACL 2026
MTQE.en-he: Machine Translation Quality Estimation for English-Hebrew EACL 2026
A Multi-Aspect Evaluation Framework for Synthetic Data: Case Study on Irony and Sarcasm EACL 2026
ToxiGAN: Toxic Data Augmentation via LLM-Guided Directional Adversarial Generation EACL 2026
RV-Syn: Rational and Verifiable Mathematical Reasoning Data Synthesis based on Structured Function Library EACL 2026
SMART-Editor: A Multi-Agent Framework for Human-Like Design Editing with Structural Integrity EACL 2026
DS2-Instruct: Domain-Specific Data Synthesis for Large Language Models Instruction Tuning EACL 2026
baellouf at AbjadMed: Efficient Fine-tuning with All-Linear LoRA for Arabic Medical QA Classification EACL 2026
REIGNITE at AbjadMed: Imbalance-Aware Fine-Tuning of Pretrained Arabic Transformers for Arabic Medical Text Classification Task EACL 2026
Sample-Size Scaling of the African Languages NLI Evaluation EACL 2026
AlignFix: A Tool for Parallel Corpora Augmentation and Refinement EACL 2026
Data-Centric Approach at the LoResMT 2026 Turkic Translation Challenge: Russian-Kyrgyz EACL 2026
MBTI: Metric-Based Textual Inversion for Fine-Grained Image Generation WACV 2026
Task-Level Instructions Induction for Audio Question Answering from Few Examples EACL 2026
SCORE: Soft Label Compression-Centric Dataset Condensation via Coding Rate Optimization WACV 2026
Food Image Generation on Multi-Noun Categories WACV 2026
SGD-Mix: Enhancing Domain-Specific Image Classification with Label-Preserving Data Augmentation WACV 2026
T2LF: LLM-Guided Multimodal Diffusion for Text-to-Light Field Synthesis WACV 2026
Multi-Token Completion for Text Anonymization EACL 2026
MomentMix Augmentation with Length-Aware DETR for Temporally Robust Moment Retrieval WACV 2026