ICLR 2025 Workshop SynthData Submissions

Leveraging Vertical Public-Private Split for Improved Synthetic Data Generation
Samuel Maddock, Shripad Gade, Graham Cormode, Will Bullock
- Published: 04 Mar 2025, Last Modified: 17 Apr 2025
- ICLR 2025 Workshop SynthData
- Readers: Everyone
Out-of-Distribution Detection using Synthetic Data Generation
Momin Abbas, Muneeza Azmat, Raya Horesh, Mikhail Yurochkin
- Published: 04 Mar 2025, Last Modified: 17 Apr 2025
- ICLR 2025 Workshop SynthData
- Readers: Everyone
SoftSRV: Learn to generate targeted synthetic data.
Giulia DeSalvo, Jean-François Kagy, Lazaros Karydas, Afshin Rostamizadeh, Sanjiv Kumar
- Published: 04 Mar 2025, Last Modified: 17 Apr 2025
- ICLR 2025 Workshop SynthData
- Readers: Everyone
Improved Density Ratio Estimation for Evaluating Synthetic Data Quality
Lukas Gruber, Markus Holzleitner, Sepp Hochreiter, Werner Zellinger
- Published: 04 Mar 2025, Last Modified: 17 Apr 2025
- ICLR 2025 Workshop SynthData
- Readers: Everyone
V-LASIK: Consistent Glasses-Removal from Videos Using Synthetic Data
Rotem Shalev Arkushin, Aharon Azulay, Tavi Halperin, Eitan Richardson, Amit Haim Bermano, Ohad Fried
- Published: 04 Mar 2025, Last Modified: 17 Apr 2025
- ICLR 2025 Workshop SynthData
- Readers: Everyone
Can Transformers Learn Full Bayesian Inference In Context?
Arik Reuter, Tim G. J. Rudner, Vincent Fortuin, David Rügamer
- Published: 04 Mar 2025, Last Modified: 17 Apr 2025
- ICLR 2025 Workshop SynthData
- Readers: Everyone
Benchmarking Differentially Private Tabular Data Synthesis Algorithms
Kai Chen, Xiaochen Li, Chen GONG, Ryan McKenna, Tianhao Wang
- Published: 04 Mar 2025, Last Modified: 17 Apr 2025
- ICLR 2025 Workshop SynthData
- Readers: Everyone
Source2Synth: Synthetic Data Generation and Curation Grounded in Real Data Sources
Alisia Maria Lupidi, Carlos Gemmell, Nicola Cancedda, Jane Yu, Jason E Weston, Jakob Nicolaus Foerster, Roberta Raileanu, Maria Lomeli
- Published: 04 Mar 2025, Last Modified: 17 Apr 2025
- ICLR 2025 Workshop SynthData
- Readers: Everyone
TIMER: Temporal Instruction Modeling and Evaluation for Longitudinal Clinical Records
Hejie Cui, Alyssa Unell, Bowen Chen, Jason Alan Fries, Emily Alsentzer, Sanmi Koyejo, Nigam Shah
- Published: 04 Mar 2025, Last Modified: 17 Apr 2025
- ICLR 2025 Workshop SynthData
- Readers: Everyone
Accelerating Differentially Private Federated Learning via Adaptive Extrapolation
Shokichi Takakura, Seng Pei Liew, Satoshi Hasegawa
- Published: 04 Mar 2025, Last Modified: 17 Apr 2025
- ICLR 2025 Workshop SynthData
- Readers: Everyone
DIET-PATE: Knowledge Transfer in PATE without Public Data
Michel Meintz, Adam Dziedzic, Franziska Boenisch
- Published: 04 Mar 2025, Last Modified: 17 Apr 2025
- ICLR 2025 Workshop SynthData
- Readers: Everyone
LayerDAG: A Layerwise Autoregressive Diffusion Model for Directed Acyclic Graph Generation
Mufei Li, Viraj Shitole, Eli Chien, Changhai Man, Zhaodong Wang, Srinivas, Ying Zhang, Tushar Krishna, Pan Li
- Published: 04 Mar 2025, Last Modified: 17 Apr 2025
- ICLR 2025 Workshop SynthData
- Readers: Everyone
Human-like compositional learning of visually-grounded concepts using synthetic data
Zijun Lin, M Ganesh Kumar, Cheston Tan
- Published: 04 Mar 2025, Last Modified: 17 Apr 2025
- ICLR 2025 Workshop SynthData
- Readers: Everyone
Can LLMs Replace Economic Choice Prediction Labs? The Case of Language-based Persuasion Games
Eilam Shapira, Omer Madmon, Roi Reichart, Moshe Tennenholtz
- Published: 04 Mar 2025, Last Modified: 17 Apr 2025
- ICLR 2025 Workshop SynthData
- Readers: Everyone
TRIG-Bench: A Benchmark for Text-Rich Image Grounding
Ming Li, Ruiyi Zhang, Jian Chen, Tianyi Zhou
- Published: 04 Mar 2025, Last Modified: 17 Apr 2025
- ICLR 2025 Workshop SynthData
- Readers: Everyone
Synthetic Data Pruning in High Dimensions: A Random Matrix Perspective
Aymane El Firdoussi, Mohamed El Amine Seddik, Soufiane Hayou, Reda ALAMI, Ahmed Alzubaidi, Hakim Hacid
- Published: 04 Mar 2025, Last Modified: 17 Apr 2025
- ICLR 2025 Workshop SynthData
- Readers: Everyone
How Well Does Your Tabular Generator Learn the Structure of Tabular Data?
Xiangjian Jiang, Nikola Simidjievski, Mateja Jamnik
- Published: 04 Mar 2025, Last Modified: 17 Apr 2025
- ICLR 2025 Workshop SynthData
- Readers: Everyone