Skip to content
conftrace_

synthetic data generation

679 papers

SDG

Papers

A Diffusion-Driven Fine-Grained Nodule Synthesis Framework for Enhanced Lung Nodule Detection from Chest Radiographs MIDL 2026 AgenticQwen: Training Small Agentic Language Models with Dual Data Flywheels for Industrial-Scale Tool Use ACL 2026 AirSim360: A Panoramic Simulation Platform within Drone View CVPR 2026 Aleph-Alpha-GermanWeb: Improving German-language LLM pre-training with model-based data curation and synthetic data generation EACL 2026 A Lightweight Explainable Guardrail for Prompt Safety ACL 2026 Aligning Large Language Models via Fully Self-Synthetic Data ACL 2026 Anchor: Branch-Point Data Generation for GUI Agents ACL 2026 AnomalyVFM -- Transforming Vision Foundation Models into Zero-Shot Anomaly Detectors CVPR 2026 AraVQA: Building a New Arabic Factoid Visual Question Answering Dataset from Wikipedia ACL 2026 AutoAnoEval: Semantic-Aware Model Selection via Tree-Guided LLM Reasoning for Tabular Anomaly Detection EACL 2026 Beyond Code Pairs: Dialogue-Based Data Generation for LLM Code Translation ACL 2026 Beyond Objects: Contextual Synthetic Data Generation for Fine-Grained Classification CVPR 2026 Beyond Sample-Level Feedback: Using Reference-Level Feedback to Guide Data Synthesis EACL 2026 Beyond Static Benchmarks: Synthesizing Harmful Content via Persona-based Simulation for Robust Evaluation ACL 2026 BhashaKritika: Building Synthetic Pretraining Data at Scale for Indic Languages AAAI 2026 Building Domain-Specific Small Language Models via Guided Data Generation AAAI 2026 Can We Challenge Open-Vocabulary Object Detectors with Generated Content in Street Scenes? WACV 2026 CASPER: Bridging Discrete and Continuous Prompt Optimization through Feedback-Guided Gradient Descent EACL 2026 ChartNet: A Million-Scale, High-Quality Multimodal Dataset for Robust Chart Understanding CVPR 2026 ChimeraLoRA: Multi-Head LoRA-Guided Synthetic Datasets CVPR 2026 ClimaOoD: Improving Anomaly Segmentation via Physically Realistic Synthetic Data CVPR 2026 CodeEvo: Interaction-Driven Synthesis of Code-centric Data through Hybrid and Iterative Feedback ACL 2026 Conditional Diffusion Models for Imbalanced Tabular Regression UAI 2026 Continuous Exposure-Time Modeling for Realistic Atmospheric Turbulence Synthesis CVPR 2026 ControlEvents: Controllable Synthesis of Event Camera Data with Foundational Prior from Image Diffusion Models WACV 2026