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Data Augmentation

3622 directly classified papers

Papers per year

Papers

GTA-HDR: A Large-Scale Synthetic Dataset for HDR Image Reconstruction WACV 2025
A Semantically Impactful Image Manipulation Dataset: Characterizing Image Manipulations using Semantic Significance WACV 2025
Long-Term Ad Memorability: Understanding & Generating Memorable Ads WACV 2025
Data Augmentation for Surgical Scene Segmentation with Anatomy-Aware Diffusion Models WACV 2025
Large Language Models are Good Annotators for Type-aware Data Augmentation in Grammatical Error Correction COLING 2025
AU-Blendshape for Fine-grained Stylized 3D Facial Expression Manipulation ICCV 2025
On the Importance of Dual-Space Augmentation for Domain Generalized Object Detection WACV 2025
Novel Demonstration Generation with Gaussian Splatting Enables Robust One-Shot Manipulation RSS 2025
DemoGen: Synthetic Demonstration Generation for Data-Efficient Visuomotor Policy Learning RSS 2025
OZemi at SemEval-2025 Task 11: Multilingual Emotion Detection and Intensity SEMEVAL 2025
Anastasia at SemEval-2025 Task 9: Subtask 1, Ensemble Learning with Data Augmentation and Focal Loss for Food Risk Classification. SEMEVAL 2025
DUTtask10 at SemEval-2025 Task 10: ThoughtFlow: Hierarchical Narrative Classification via Stepwise Prompting SEMEVAL 2025
Ustnlp16 at SemEval-2025 Task 9: Improving Model Performance through Imbalance Handling and Focal Loss SEMEVAL 2025
PATeam at SemEval-2025 Task 10: Two-stage News Analytical Framework: Target-oriented Semantic Segmentation and Sequence Generation LLMs for Cross-Lingual Entity and Narrative Analysis SEMEVAL 2025
Introducing OmniGEC: A Silver Multilingual Dataset for Grammatical Error Correction ACL 2025
Zhoumou at SemEval-2025 Task 1: Leveraging Multimodal Data Augmentation and Large Language Models for Enhanced Idiom Understanding ACL 2025
dutir914 at SemEval-2025 Task 1: An integrated approach for Multimodal Idiomaticity Representations ACL 2025
Tuebingen at SemEval-2025 Task 10: Class Weighting, External Knowledge and Data Augmentation in BERT Models ACL 2025
Habib University at SemEval-2025 Task 9: Using Ensemble Models for Food Hazard Detection ACL 2025
UncleLM at SemEval-2025 Task 11: RAG-Based Few-Shot Learning and Fine-Tuned Encoders for Multilingual Emotion Detection ACL 2025
Howard University-AI4PC at SemEval-2025 Task 10: Ensembling LLMs for Multi-lingual Multi-Label and Multi-Class Meta-Classification ACL 2025
HU at SemEval-2025 Task 9: Leveraging LLM-Based Data Augmentation for Class Imbalance ACL 2025
NarrativeMiners at SemEval-2025 Task 10: Combating Manipulative Narratives in Online News ACL 2025
Habib University at SemEval-2025 Task 11: Bridging the Gap in Text-Based Emotion Detection ACL 2025
NTA at SemEval-2025 Task 11: Enhanced Multilingual Textual Multi-label Emotion Detection via Integrated Augmentation Learning ACL 2025