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synthetic datum

765 papers

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Co-occurring keywords

synthetic data generation (590) domain adaptation (4595) data augmentation (3052) large language model (13587) transfer learning (5449) low-resource language (2273) knowledge distillation (3725) semantic segmentation (3186) language model (4599) machine translation (2499)

Papers

Bridge-Coder: Transferring Model Capabilities from High-Resource to Low-Resource Programming Language ACL 2025
Team Cantharellus at SemEval-2025 Task 3: Hallucination Span Detection with Fine Tuning on Weakly Supervised Synthetic Data ACL 2025
Generating Multi-Image Synthetic Data for Text-to-Image Customization ICCV 2025
StolenLoRA: Exploring LoRA Extraction Attacks via Synthetic Data ICCV 2025
ScanEZ: Integrating Cognitive Models with Self-Supervised Learning for Spatiotemporal Scanpath Prediction ACL 2025
AIM-Fair: Advancing Algorithmic Fairness via Selectively Fine-Tuning Biased Models with Contextual Synthetic Data CVPR 2025
Failing Forward: Improving Generative Error Correction for ASR with Synthetic Data and Retrieval Augmentation ACL 2025
Unraveling the Effects of Synthetic Data on End-to-End Autonomous Driving ICCV 2025
Seeing and Seeing Through the Glass: Real and Synthetic Data for Multi-Layer Depth Estimation ICCV 2025
OuroMamba: A Data-Free Quantization Framework for Vision Mamba ICCV 2025
Scaling Tumor Segmentation: Best Lessons from Real and Synthetic Data ICCV 2025
Amodal3R: Amodal 3D Reconstruction from Occluded 2D Images ICCV 2025
Learn2Synth: Learning Optimal Data Synthesis Using Hypergradients for Brain Image Segmentation ICCV 2025
DAViD: Data-efficient and Accurate Vision Models from Synthetic Data ICCV 2025
A Training-free Synthetic Data Selection Method for Semantic Segmentation AAAI 2025
Empowering Math Problem Generation and Reasoning for Large Language Model via Synthetic Data based Continual Learning Framework EMNLP 2025
Winning Big with Small Models: Knowledge Distillation vs. Self-Training for Reducing Hallucination in QA Agents ACL 2025
BlueToad at SemEval-2025 Task 3: Using Question-Answering-Based Language Models to Extract Hallucinations from Machine-Generated Text ACL 2025
SemEval-2025 Task 9: The Food Hazard Detection Challenge ACL 2025
Does Training on Synthetic Data Make Models Less Robust? NAACL 2025
KIT’s Low-resource Speech Translation Systems for IWSLT2025: System Enhancement with Synthetic Data and Model Regularization ACL 2025
TimePFN: Effective Multivariate Time Series Forecasting with Synthetic Data AAAI 2025
EchoDFKD: Data-Free Knowledge Distillation for Cardiac Ultrasound Segmentation using Synthetic Data WACV 2025
Machine-generated text detection prevents language model collapse EMNLP 2025
Environment-Agnostic Pose: Generating Environment-independent Object Representations for 6D Pose Estimation ICCV 2025