Data Augmentation

Structure-Guided Diffusion Models for High-Fidelity Portrait Shadow Removal ICCV 2025 Style Quantization for Data-Efficient GAN Training CVPR 2025 SubjectDrive: Scaling Generative Data in Autonomous Driving via Subject Control AAAI 2025 SynAD: Enhancing Real-World End-to-End Autonomous Driving Models through Synthetic Data Integration ICCV 2025 SynClaimEval: A Framework for Evaluating the Utility of Synthetic Data in Long-Context Claim Verification AACL 2025 SynC-LLM: Generation of Large-Scale Synthetic Circuit Code with Hierarchical Language Models EMNLP 2025 SynDroneVision: A Synthetic Dataset for Image-Based Drone Detection WACV 2025 SynTab-LLaVA: Enhancing Multimodal Table Understanding with Decoupled Synthesis CVPR 2025 Synthesizing Post-Training Data for LLMs through Multi-Agent Simulation ACL 2025 Synthetic continued pretraining ICLR 2025 Synthetic Data in the Era of Large Language Models ACL 2025 Synthetic Tabular Data Generation for Imbalanced Classification: The Surprising Effectiveness of an Overlap Class AAAI 2025 Synthetic Visual Genome CVPR 2025 Synthio: Augmenting Small-Scale Audio Classification Datasets with Synthetic Data ICLR 2025 Synth-SBDH: A Synthetic Dataset of Social and Behavioral Determinants of Health for Clinical Text EMNLP 2025 SynthTextEval: Synthetic Text Data Generation and Evaluation for High-Stakes Domains EMNLP 2025 Syntriever: How to Train Your Retriever with Synthetic Data from LLMs NAACL 2025 Systematic Knowledge Injection into Large Language Models via Diverse Augmentation for Domain-Specific RAG NAACL 2025 TabDiff: a Mixed-type Diffusion Model for Tabular Data Generation ICLR 2025 TABGEN-ICL: Residual-Aware In-Context Example Selection for Tabular Data Generation ACL 2025 TableLLM: Enabling Tabular Data Manipulation by LLMs in Real Office Usage Scenarios ACL 2025 Tag-Evol: Achieving Efficient Instruction Evolving via Tag Injection ACL 2025 Tagging-Augmented Generation: Assisting Language Models in Finding Intricate Knowledge In Long Contexts EMNLP 2025 Tag-Instruct: Controlled Instruction Complexity Enhancement through Structure-based Augmentation ACL 2025 Target Scanpath-Guided 360-Degree Image Enhancement AAAI 2025