|
Affinity Workshop
|
Mon 13:30
|
An Empirical Analysis of Privacy/Utility Trade-offs in Generative Model based Synthetic Datasets
Debalina Padariya
|
|
|
Workshop
|
|
A GAN Model with Controllable Lesion Generation for Synthetic Capsule Endoscopy Datasets
Hyundong Choi · Heechul Jung
|
|
|
Workshop
|
|
On the Limitation of Diffusion Models for Synthesizing Training Datasets
Shin'ya Yamaguchi · Takuma Fukuda
|
|
|
Workshop
|
|
Improving Code Style for Accurate Code Generation
Naman Jain · Tianjun Zhang · Wei-Lin Chiang · Joseph Gonzalez · Koushik Sen · Ion Stoica
|
|
|
Workshop
|
Fri 11:00
|
Measuring fairness of synthetic oversampling on credit datasets
Decio Miranda Filho · Thalita Veronese · Marcos M. Raimundo
|
|
|
Workshop
|
|
Measuring fairness of synthetic oversampling on credit datasets
Decio Miranda Filho · Thalita Veronese · Marcos M. Raimundo
|
|
|
Workshop
|
Sat 9:15
|
Cancer-Net PCa-Data: An Open-Source Benchmark Dataset for Prostate Cancer Clinical Decision Support using Synthetic Correlated Diffusion Imaging Data
Hayden Gunraj
|
|
|
Workshop
|
|
Cancer-Net PCa-Data: An Open-Source Benchmark Dataset for Prostate Cancer Clinical Decision Support using Synthetic Correlated Diffusion Imaging Data
Hayden Gunraj · Chi-en Tai · Alexander Wong
|
|
|
Poster
|
Wed 15:00
|
Dataset Diffusion: Diffusion-based Synthetic Data Generation for Pixel-Level Semantic Segmentation
Quang Nguyen · Truong Vu · Truong Vu · Anh Tran · Khoi Nguyen
|
|
|
Poster
|
Tue 8:45
|
SynMob: Creating High-Fidelity Synthetic GPS Trajectory Dataset for Urban Mobility Analysis
Yuanshao Zhu · Yongchao Ye · Ying Wu · Xiangyu Zhao · James Yu
|
|
|
Workshop
|
|
Harnessing Synthetic Datasets: The Role of Shape Bias in Deep Neural Network Generalization
Elior Benarous · Sotiris Anagnostidis · Luca Biggio · Thomas Hofmann
|
|
|
Workshop
|
|
Balancing the Picture: Debiasing Vision-Language Datasets with Synthetic Contrast Sets
Brandon Smith · Miguel Farinha · Siobhan Mackenzie Hall · Hannah Rose Kirk · Aleksandar Shtedritski · Max Bain
|
|
