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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

Detect, Disambiguate, and Translate: On-Demand Visual Reasoning for Multimodal Machine Translation with Large Vision-Language Models NAACL 2025
Bridging Semantic and Modality Gaps in Zero-Shot Captioning via Retrieval from Synthetic Data EMNLP 2025
Im2Haircut: Single-view Strand-based Hair Reconstruction for Human Avatars ICCV 2025
Scalable Data Synthesis through Human-like Cognitive Imitation and Data Recombination EMNLP 2025
Stable-Sim2Real: Exploring Simulation of Real-Captured 3D Data with Two-Stage Depth Diffusion ICCV 2025
Environment-Agnostic Pose: Generating Environment-independent Object Representations for 6D Pose Estimation ICCV 2025
MixDiff: Mixing Natural and Synthetic Images for Robust Self-Supervised Representations WACV 2025
Cycle-Consistent Learning for Joint Layout-to-Image Generation and Object Detection ICCV 2025
GARF: Learning Generalizable 3D Reassembly for Real-World Fractures ICCV 2025
AIM-Fair: Advancing Algorithmic Fairness via Selectively Fine-Tuning Biased Models with Contextual Synthetic Data CVPR 2025
Enhancing Low-Light Images: A Synthetic Data Perspective on Practical and Generalizable Solutions AAAI 2025
Demystifying Synthetic Data in LLM Pre-training: A Systematic Study of Scaling Laws, Benefits, and Pitfalls EMNLP 2025
SEED4D: A Synthetic Ego-Exo Dynamic 4D Data Generator Driving Dataset and Benchmark WACV 2025
Mitigating the Privacy Issues in Retrieval-Augmented Generation (RAG) via Pure Synthetic Data EMNLP 2025
Does Training on Synthetic Data Make Models Less Robust? NAACL 2025
Towards Stable and Storage-efficient Dataset Distillation: Matching Convexified Trajectory CVPR 2025
CodeArena: Evaluating and Aligning CodeLLMs on Human Preference EMNLP 2025
Facilitating Long Context Understanding via Supervised Chain-of-Thought Reasoning EMNLP 2025
RPDR: A Round-trip Prediction-Based Data Augmentation Framework for Long-Tail Question Answering EMNLP 2025
DrIFT: Autonomous Drone Dataset with Integrated Real and Synthetic Data Flexible Views and Transformed Domains WACV 2025
Training Data Provenance Verification: Did Your Model Use Synthetic Data from My Generative Model for Training? CVPR 2025
Machine-generated text detection prevents language model collapse EMNLP 2025
SynAD: Enhancing Real-World End-to-End Autonomous Driving Models through Synthetic Data Integration ICCV 2025
PIAD: Pose and Illumination agnostic Anomaly Detection CVPR 2025
Uncovering the Impact of Chain-of-Thought Reasoning for Direct Preference Optimization: Lessons from Text-to-SQL ACL 2025