·
DataBubble
  • Home
  • Models
  • News
  • Compare
  • Boards
  • Pricing
  • About
  • Newsletter
  • Methodology
  • Contact
Latest
IMEX Interaction-Based Model Explanation1h◆DialogueVPR: Towards Conversational Visual Place Recognition1h◆Human AI Construction of Bayesian Networks for Operational Decision Support -- A Virtual Survey Approach1h◆Orchestrating Power Grid Studies with Multi-Agent AI and MCP Servers1h◆MemoHarness: Agent Harnesses That Learn from Experience1h◆A Comparative Analysis of Machine Learning Models for Long and Short-Term Forecasting of the Egyptian Stock Market: A Focus on EGX301h◆CatalogAgent: A Supervisor-mediated Self-Learning System Enabling Context Engineering for GenAI Models1h◆Instrument Effects in Language-Model Honesty Evaluation: An Auditable Single-System Demonstration1h◆Reward-Free Evolving Agents via Pairwise Validator1h◆Towards an Intention Abstraction Layer for Autonomous Industrial Systems1h◆Seeing the End at Step Zero: Accelerating Diffusion MLLMs via MLP Sparsity-Aware Truncation1h◆SportD: Can VLMs Physically Strategize?1h◆Action QFormer: Structured Representation Shaping under Action Supervision in Vision-Language-Action Models1h◆SmartRAG: Native Graph-Based RAG for Mobile Device1h◆InCarEmo: A Multimodal Dataset for In-Cabin Emotion Recognition and Driver State Monitoring1h◆NexForge: Scaling Executable Agent Tasks via Requirement-First Synthesis1h◆Instant NuRec: Feed-Forward 3D Gaussian Reconstruction for Driving Scene Simulation1h◆EdgeFaaS: A Function-based Framework for Edge Computing1h◆SafeRelBench: A Spatial-Relation-Aware Benchmark for Process-Level Safety in VLM-Driven Embodied Agents1h◆Answer-Conditioned Chains of Thought Degrade Verifiable-Reasoning Distillation in Large Language Models1h◆IMEX Interaction-Based Model Explanation1h◆DialogueVPR: Towards Conversational Visual Place Recognition1h◆Human AI Construction of Bayesian Networks for Operational Decision Support -- A Virtual Survey Approach1h◆Orchestrating Power Grid Studies with Multi-Agent AI and MCP Servers1h◆MemoHarness: Agent Harnesses That Learn from Experience1h◆A Comparative Analysis of Machine Learning Models for Long and Short-Term Forecasting of the Egyptian Stock Market: A Focus on EGX301h◆CatalogAgent: A Supervisor-mediated Self-Learning System Enabling Context Engineering for GenAI Models1h◆Instrument Effects in Language-Model Honesty Evaluation: An Auditable Single-System Demonstration1h◆Reward-Free Evolving Agents via Pairwise Validator1h◆Towards an Intention Abstraction Layer for Autonomous Industrial Systems1h◆Seeing the End at Step Zero: Accelerating Diffusion MLLMs via MLP Sparsity-Aware Truncation1h◆SportD: Can VLMs Physically Strategize?1h◆Action QFormer: Structured Representation Shaping under Action Supervision in Vision-Language-Action Models1h◆SmartRAG: Native Graph-Based RAG for Mobile Device1h◆InCarEmo: A Multimodal Dataset for In-Cabin Emotion Recognition and Driver State Monitoring1h◆NexForge: Scaling Executable Agent Tasks via Requirement-First Synthesis1h◆Instant NuRec: Feed-Forward 3D Gaussian Reconstruction for Driving Scene Simulation1h◆EdgeFaaS: A Function-based Framework for Edge Computing1h◆SafeRelBench: A Spatial-Relation-Aware Benchmark for Process-Level Safety in VLM-Driven Embodied Agents1h◆Answer-Conditioned Chains of Thought Degrade Verifiable-Reasoning Distillation in Large Language Models1h◆
News/Private Seeds, Public LLMs: Realistic and Privacy-Preserving Synthetic Data Generation
arxiv
PublishedJuly 14, 2026 at 4:00 AM

Private Seeds, Public LLMs: Realistic and Privacy-Preserving Synthetic Data Generation

Source
arxiv.orgfull article ↗
Read on arxiv→
Publisher summary· verbatim

arXiv:2604.07486v3 Announce Type: replace-cross Abstract: Large language models (LLMs) have emerged as a powerful tool for synthetic data generation. A particularly important use case is producing synthetic replicas of private text, which requires carefully balancing privacy and utility. We propose

Stay posted· Newsletter

A 5-min weekly brief — top movers, price watch, story of the week.

// no spam · unsubscribe one-click · free forever

Discussion
Source
↗
arxiv
Read original ↗All from arxiv →

No replies yet. Be first.

Source
↗
arxiv
Read original ↗All from arxiv →

Related coverage

More from ARXIV
arxivIMEX Interaction-Based Model Explanation1harxivDialogueVPR: Towards Conversational Visual Place Recognition1harxivHuman AI Construction of Bayesian Networks for Operational Decision Support -- A Virtual Survey Approach1harxivOrchestrating Power Grid Studies with Multi-Agent AI and MCP Servers1h
The Bubble Brief
WEEKLY

Read AI insights every Tuesday — top movers, new releases, story of the week.

// no spam · unsubscribe one-click · free forever

Originally published on arxiv ↗
HomeModelsNews