ICLR 2025PastOther
Will Synthetic Data Finally Solve the Data Access Problem?
ICLR 2025 Workshop SynthData
- Submission deadline
- Feb 6, 2025, 23:59 UTCimported from OpenReview — check the website for extensions
- Submission portal
- OpenReview
- Notes
- Topics were auto-suggested and may be imprecise — edits welcome.
Accepted papers (42)
Fetched from OpenReview (v2) on 2026-06-10.
[Tiny] Parameterized Synthetic Text Generation with SimpleStories
[Tiny] Synthetic-based retrieval of patient medical data
[Tiny] Understanding the Impact of Data Domain Extraction on Synthetic Data Privacy
Accelerating Differentially Private Federated Learning via Adaptive Extrapolation
AN OPTIMAL CRITERION FOR STEERING DATA DISTRIBUTIONS TO ACHIEVE EXACT FAIRNESS
Augmented Conditioning Is Enough For Effective Training Image Generation
Benchmarking Differentially Private Tabular Data Synthesis Algorithms
Breaking Focus: Contextual Distraction Curse in Large Language Models
Can LLMs Replace Economic Choice Prediction Labs? The Case of Language-based Persuasion Games
Can Transformers Learn Full Bayesian Inference In Context?
Compositional World Knowledge leads to High Utility Synthetic data
Deconstructing Bias: A Multifaceted Framework for Diagnosing Cultural and Compositional Inequities in Text-to-Image Generative Models
Did You Hear That? Introducing AADG: A Framework for Generating Benchmark Data in Audio Anomaly Detection
DIET-PATE: Knowledge Transfer in PATE without Public Data
Differentially Private Synthetic Data via APIs 3: Using Simulators Instead of Foundation Model
Efficient Randomized Experiments Using Foundation Models
Empowering LLMs in Decision Games through Algorithmic Data Synthesis
Euclid: Supercharging Multimodal LLMs with Synthetic High-Fidelity Visual Descriptions
Evaluating Inter-Column Logical Relationships in Synthetic Tabular Data Generation
Grounding QA Generation in Knowledge Graphs and Literature: A Scalable LLM Framework for Scientific Discovery
How Well Does Your Tabular Generator Learn the Structure of Tabular Data?
Human-like compositional learning of visually-grounded concepts using synthetic data
Improved Density Ratio Estimation for Evaluating Synthetic Data Quality
Is API Access to LLMs Useful for Generating Private Synthetic Tabular Data?
LayerDAG: A Layerwise Autoregressive Diffusion Model for Directed Acyclic Graph Generation
Leveraging Vertical Public-Private Split for Improved Synthetic Data Generation
Orchestrating Synthetic Data with Reasoning
Out-of-Distribution Detection using Synthetic Data Generation
Private Federated Learning using Preference-Optimized Synthetic Data
SoftSRV: Learn to generate targeted synthetic data.
Source2Synth: Synthetic Data Generation and Curation Grounded in Real Data Sources
Stronger Models are NOT Always Stronger Teachers for Instruction Tuning
SyntheRela: A Benchmark For Synthetic Relational Database Generation
Synthetic Data for Blood Vessel Network Extraction
Synthetic Data Pruning in High Dimensions: A Random Matrix Perspective
Synthetic Poisoning Attacks: The Impact of Poisoned MRI Image on U-Net Brain Tumor Segmentation
Text to 3D Object Generation for Scalable Room Assembly
TIMER: Temporal Instruction Modeling and Evaluation for Longitudinal Clinical Records
Towards Internet-Scale Training For Agents
Training-Free Safe Denoisers For Safe Use of Diffusion Models
TRIG-Bench: A Benchmark for Text-Rich Image Grounding
V-LASIK: Consistent Glasses-Removal from Videos Using Synthetic Data