Data Augmentation

GNN-Transformer Task Planning Enhanced with Semantic-Driven Data Augmentation AAAI 2025 Going Beyond Feature Similarity: Effective Dataset distillation based on Class-aware Conditional Mutual Information ICLR 2025 GRAID: Synthetic Data Generation with Geometric Constraints and Multi-Agentic Reflection for Harmful Content Detection EMNLP 2025 GReX: A Graph Neural Network-Based Rerank-then-Expand Method for Detecting Conflicts Among Legal Articles in Korean Criminal Law EMNLP 2025 Grounded Semantic Role Labelling from Synthetic Multimodal Data for Situated Robot Commands EMNLP 2025 GTA-HDR: A Large-Scale Synthetic Dataset for HDR Image Reconstruction WACV 2025 Habib University at SemEval-2025 Task 11: Bridging the Gap in Text-Based Emotion Detection SemEval 2025 Habib University at SemEval-2025 Task 9: Using Ensemble Models for Food Hazard Detection SemEval 2025 HarmAug: Effective Data Augmentation for Knowledge Distillation of Safety Guard Models ICLR 2025 Heisenberg at BLP-2025 Task 1: Bangla Hate Speech Classification using Pretrained Language Models and Data Augmentation AACL 2025 Hierarchical Features Matter: A Deep Exploration of Progressive Parameterization Method for Dataset Distillation CVPR 2025 HiLearners: Non-Native Spoken Hindi Error Correction IJCNLP 2025 HOGSA: Bimanual Hand-Object Interaction Understanding with 3D Gaussian Splatting Based Data Augmentation AAAI 2025 How to Synthesize Text Data without Model Collapse? ICML 2025 HQ-Edit: A High-Quality Dataset for Instruction-based Image Editing ICLR 2025 HSDA: High-Frequency Shuffle Data Augmentation for Bird's-Eye-View Map Segmentation WACV 2025 HTU at SemEval-2025 Task 11: Divide and Conquer - Multi-Label emotion classification using 6 DziriBERTs submodels with Label-fused Iterative Mask Filling technique for low-resource data augmentation. SemEval 2025 HU at SemEval-2025 Task 9: Leveraging LLM-Based Data Augmentation for Class Imbalance SemEval 2025 Human-in-the-Loop Generation of Adversarial Texts: A Case Study on Tibetan Script IJCNLP 2025 I Can Hear You: Selective Robust Training for Deepfake Audio Detection ICLR 2025 IIITH-BUT system for IWSLT 2025 low-resource Bhojpuri to Hindi speech translation ACL 2025 Image Intrinsic Scale Assessment: Bridging the Gap Between Quality and Resolution ICCV 2025 Improving Automatic Grammatical Error Annotation for Chinese Through Linguistically-Informed Error Typology COLING 2025 Improving Data Efficiency via Curating LLM-Driven Rating Systems ICLR 2025 Improving Influence-based Instruction Tuning Data Selection for Balanced Learning of Diverse Capabilities EMNLP 2025