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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

A Multi-Aspect Evaluation Framework for Synthetic Data: Case Study on Irony and Sarcasm EACL 2026

Synthetic-to-Real Transfer Learning for League of Legends Minimap Object Detection (Student Abstract) AAAI 2026

EndoPBR: Photorealistic Synthetic Data for Surgical 3D Vision via Physically-based Rendering WACV 2026

Less is More: Adapting Text Embeddings for Low-Resource Languages with Small Scale Noisy Synthetic Data EACL 2026

No One-Size-Fits-All: Building Systems For Translation to Bashkir, Kazakh, Kyrgyz, Tatar and Chuvash Using Synthetic And Original Data EACL 2026

Condensed Data Expansion Using Model Inversion for Knowledge Distillation AAAI 2026

ZebraPose: Zebra Detection and Pose Estimation using only Synthetic Data WACV 2026

Real-Time Tracking of Flexible Markers in Low-Contrast Fluoroscopy Using a Deep Neural Network Trained Solely on Synthetic Data WACV 2026

Machine Translation for Low-Resource Languages through Monolingual Data and LLM: A Case Study of English-to-Basque EACL 2026

LLM-to-Speech: A Synthetic Data Pipeline for Training Dialectal Text-to-Speech Models EACL 2026

Tao–Filipino Neural Machine Translation: Strategies for Ultra–Low-Resource Settings EACL 2026

Improving Indigenous Language Machine Translation with Synthetic Data and Language-Specific Preprocessing EACL 2026

HiKE: Hierarchical Evaluation Framework for Korean-English Code-Switching Speech Recognition EACL 2026

Channel-masked Asymmetric Distribution Matching for Cross-Domain Generalized Dataset Distillation AAAI 2026

Enhancing Object Detection Training via Joint Image-Annotation Generation WACV 2026

SynPlay: Large-Scale Synthetic Human Data with Real-World Diversity for Aerial-View Perception WACV 2026

BlendCLIP: Bridging Synthetic and Real Domains for Zero-Shot 3D Object Classification with Multimodal Pretraining WACV 2026

Boosting Unsupervised Video Instance Segmentation with Automatic Quality-Guided Self-Training WACV 2026

SD-CSFL: A Synthetic Data-Driven Conformity Scoring Framework for Robust Federated Learning WACV 2026

GRAVITY: A Framework for Personalized Text Generation via Profile-Grounded Synthetic Preferences EACL 2026

Synthesizing question answering data from financial documents: An End-to-End Multi-Agent Approach EACL 2026

Multilingual Self-Taught Faithfulness Evaluators EACL 2026

Data-Centric Approach at the LoResMT 2026 Turkic Translation Challenge: Russian-Kyrgyz EACL 2026

Synthetic Data Fine-Tuning for Effective Team Formation in Enterprises EACL 2026

Teaching Large Language Models to Maintain Contextual Faithfulness via Synthetic Tasks and Reinforcement Learning AAAI 2026