ICLR 2025 Workshop SynthData Submissions

Deconstructing Bias: A Multifaceted Framework for Diagnosing Cultural and Compositional Inequities in Text-to-Image Generative Models
Muna Numan Said, Aarib Zaidi, Rabia Usman, Sonia Okon, Praneeth Medepalli, Kevin Zhu, Vasu Sharma, Sean O'Brien
- Published: 04 Mar 2025, Last Modified: 17 Apr 2025
- ICLR 2025 Workshop SynthData
- Readers: Everyone
Orchestrating Synthetic Data with Reasoning
Tim R. Davidson, Benoit Seguin, Enrico Bacis, Cesar Ilharco, Hamza Harkous
- Published: 04 Mar 2025, Last Modified: 17 Apr 2025
- ICLR 2025 Workshop SynthData
- Readers: Everyone
SyntheRela: A Benchmark For Synthetic Relational Database Generation
Martin Jurkovic, Valter Hudovernik, Erik Štrumbelj
- Published: 04 Mar 2025, Last Modified: 17 Apr 2025
- ICLR 2025 Workshop SynthData
- Readers: Everyone
Towards Internet-Scale Training For Agents
Brandon Trabucco, Gunnar A Sigurdsson, Robinson Piramuthu, Ruslan Salakhutdinov
- Published: 04 Mar 2025, Last Modified: 17 Apr 2025
- ICLR 2025 Workshop SynthData
- Readers: Everyone
Empowering LLMs in Decision Games through Algorithmic Data Synthesis
Haolin Wang, Xueyan Li, Yazhe Niu, Shuai Hu, Hongsheng Li
- Published: 04 Mar 2025, Last Modified: 17 Apr 2025
- ICLR 2025 Workshop SynthData
- Readers: Everyone
Text to 3D Object Generation for Scalable Room Assembly
Sonia Laguna, Alberto Garcia-Garcia, Marie-Julie Rakotosaona, Stylianos Moschoglou, Leonhard Helminger, Sergio Orts-Escolano
- Published: 04 Mar 2025, Last Modified: 17 Apr 2025
- ICLR 2025 Workshop SynthData
- Readers: Everyone
AN OPTIMAL CRITERION FOR STEERING DATA DISTRIBUTIONS TO ACHIEVE EXACT FAIRNESS
mohit sharma, Amit Deshpande, Chiranjib Bhattacharyya, Rajiv Ratn Shah
- Published: 04 Mar 2025, Last Modified: 17 Apr 2025
- ICLR 2025 Workshop SynthData
- Readers: Everyone
Training-Free Safe Denoisers For Safe Use of Diffusion Models
Mingyu Kim, Dongjun Kim, Amman Yusuf, Stefano Ermon, Mijung Park
- Published: 04 Mar 2025, Last Modified: 17 Apr 2025
- ICLR 2025 Workshop SynthData
- Readers: Everyone
Breaking Focus: Contextual Distraction Curse in Large Language Models
Yanbo Wang, Zixiang Xu, Yue Huang, Chujie Gao, Siyuan Wu, Jiayi Ye, Xiuying Chen, Pin-Yu Chen, Xiangliang Zhang
- Published: 04 Mar 2025, Last Modified: 17 Apr 2025
- ICLR 2025 Workshop SynthData
- Readers: Everyone
[Tiny] Synthetic-based retrieval of patient medical data
Rinat Mullahmetov, Ilya Pershin
- Published: 04 Mar 2025, Last Modified: 17 Apr 2025
- ICLR 2025 Workshop SynthData
- Readers: Everyone
Compositional World Knowledge leads to High Utility Synthetic data
Sachit Gaudi, Gautam Sreekumar, Vishnu Boddeti
- Published: 04 Mar 2025, Last Modified: 17 Apr 2025
- ICLR 2025 Workshop SynthData
- Readers: Everyone
Differentially Private Synthetic Data via APIs 3: Using Simulators Instead of Foundation Model
Zinan Lin, Tadas Baltrusaitis, Sergey Yekhanin
- Published: 04 Mar 2025, Last Modified: 17 Apr 2025
- ICLR 2025 Workshop SynthData
- Readers: Everyone
Synthetic Poisoning Attacks: The Impact of Poisoned MRI Image on U-Net Brain Tumor Segmentation
Tianhao Li, Tianyu Zeng, Yujia Zheng, ZHANG CHULONG, Jingyu Lu, Haotian Huang, Chuangxin Chu, Fang-Fang Yin, Zhenyu Yang
- Published: 04 Mar 2025, Last Modified: 17 Apr 2025
- ICLR 2025 Workshop SynthData
- Readers: Everyone
[Tiny] Understanding the Impact of Data Domain Extraction on Synthetic Data Privacy
Georgi Ganev, Meenatchi Sundaram Muthu Selva Annamalai, Sofiane Mahiou, Emiliano De Cristofaro
- Published: 04 Mar 2025, Last Modified: 17 Apr 2025
- ICLR 2025 Workshop SynthData
- Readers: Everyone
Euclid: Supercharging Multimodal LLMs with Synthetic High-Fidelity Visual Descriptions
Jiarui Zhang, Ollie Liu, Tianyu Yu, Jinyi Hu, Willie Neiswanger
- Published: 04 Mar 2025, Last Modified: 17 Apr 2025
- ICLR 2025 Workshop SynthData
- Readers: Everyone
Is API Access to LLMs Useful for Generating Private Synthetic Tabular Data?
Marika Swanberg, Ryan McKenna, Edo Roth, Albert Cheu, Peter Kairouz
- Published: 04 Mar 2025, Last Modified: 17 Apr 2025
- ICLR 2025 Workshop SynthData
- Readers: Everyone
Augmented Conditioning Is Enough For Effective Training Image Generation
Jiahui Chen, Amy Zhang, Adriana Romero-Soriano
- Published: 04 Mar 2025, Last Modified: 17 Apr 2025
- ICLR 2025 Workshop SynthData
- Readers: Everyone
Grounding QA Generation in Knowledge Graphs and Literature: A Scalable LLM Framework for Scientific Discovery
Marc Boubnovski Martell, Kaspar Märtens, Lawrence Phillips, Daniel Keitley, Maria Dermit, Julien Fauqueur
- Published: 04 Mar 2025, Last Modified: 17 Apr 2025
- ICLR 2025 Workshop SynthData
- Readers: Everyone
Evaluating Inter-Column Logical Relationships in Synthetic Tabular Data Generation
Yunbo Long, Liming Xu, Alexandra Brintrup
- Published: 04 Mar 2025, Last Modified: 17 Apr 2025
- ICLR 2025 Workshop SynthData
- Readers: Everyone
Stronger Models are NOT Always Stronger Teachers for Instruction Tuning
Zhangchen Xu, Fengqing Jiang, Luyao Niu, Bill Yuchen Lin, Radha Poovendran
- Published: 04 Mar 2025, Last Modified: 17 Apr 2025
- ICLR 2025 Workshop SynthData
- Readers: Everyone
[Tiny] Parameterized Synthetic Text Generation with SimpleStories
Lennart Finke, Thomas Dooms, Mat Allen, Juan Diego Rodriguez, Noa Nabeshima, Dan Braun
- Published: 04 Mar 2025, Last Modified: 17 Apr 2025
- ICLR 2025 Workshop SynthData
- Readers: Everyone
Did You Hear That? Introducing AADG: A Framework for Generating Benchmark Data in Audio Anomaly Detection
Ksheeraja Raghavan, Samiran Gode, Ankit Shah, Surabhi Raghavan, Wolfram Burgard, Bhiksha Raj, Rita Singh
- Published: 04 Mar 2025, Last Modified: 17 Apr 2025
- ICLR 2025 Workshop SynthData
- Readers: Everyone
Efficient Randomized Experiments Using Foundation Models
Piersilvio De Bartolomeis, Javier Abad, Guanbo Wang, Konstantin Donhauser, Raymond M Duch, Fanny Yang, Issa Dahabreh
- Published: 04 Mar 2025, Last Modified: 17 Apr 2025
- ICLR 2025 Workshop SynthData
- Readers: Everyone
Synthetic Data for Blood Vessel Network Extraction
Joël Mathys, Andreas Plesner, Jorel Elmiger, Roger Wattenhofer
- Published: 04 Mar 2025, Last Modified: 17 Apr 2025
- ICLR 2025 Workshop SynthData
- Readers: Everyone
Private Federated Learning using Preference-Optimized Synthetic Data
Charlie Hou, Mei-Yu Wang, Yige Zhu, Daniel Lazar, Giulia Fanti
- Published: 04 Mar 2025, Last Modified: 17 Apr 2025
- ICLR 2025 Workshop SynthData
- Readers: Everyone