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12 Results
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Affinity Workshop
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Synthetic Data Augmentation for Time Series Forecasting Kasumi Ohno · Kohei Makino · Makoto Miwa · Yutaka Sasaki |
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Workshop
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Fri 6:00 |
Synthetic Data for Empowering ML Research Mihaela van der Schaar · Zhaozhi Qian · Sergul Aydore · Dimitris Vlitas · Dino Oglic · Tucker Balch |
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Workshop
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Fri 9:20 |
Invited Talk #2, Kalyan Veeramachaneni, SDMetrics: Evaluating Synthetic Data Kalyan Veeramachaneni |
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Workshop
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Fri 12:35 |
Invited Talk #3, Synthetic medical data – needed to bring ML in medicine up to speed? Carsten Utoft Niemann |
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Workshop
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FedSynth: Gradient Compression via Synthetic Data in Federated Learning Shengyuan Hu · Jack Goetz · Kshitiz Malik · Hongyuan Zhan · Zhe Liu · Yue Liu |
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Poster
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Tue 14:00 |
[Re] Replication Study of DECAF: Generating Fair Synthetic Data Using Causally-Aware Generative Networks Velizar Shulev · Paul Verhagen · Shuai Wang · Jennifer Zhuge |
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Poster
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Thu 9:00 |
Generating multivariate time series with COmmon Source CoordInated GAN (COSCI-GAN) Ali Seyfi · Jean-Francois Rajotte · Raymond Ng |
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Poster
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Tue 14:00 |
Private Synthetic Data for Multitask Learning and Marginal Queries Giuseppe Vietri · Cedric Archambeau · Sergul Aydore · William Brown · Michael Kearns · Aaron Roth · Ankit Siva · Shuai Tang · Steven Wu |
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Workshop
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Bayesian Optimization with a Neural Network Meta-learned on Synthetic Data Only Samuel Müller · Sebastian Pineda Arango · Matthias Feurer · Josif Grabocka · Frank Hutter |
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Poster
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Wed 9:00 |
Finding Differences Between Transformers and ConvNets Using Counterfactual Simulation Testing Nataniel Ruiz · Sarah Bargal · Cihang Xie · Kate Saenko · Stan Sclaroff |
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Poster
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Tue 14:00 |
How Transferable are Video Representations Based on Synthetic Data? Yo-whan Kim · Samarth Mishra · SouYoung Jin · Rameswar Panda · Hilde Kuehne · Leonid Karlinsky · Venkatesh Saligrama · Kate Saenko · Aude Oliva · Rogerio Feris |
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Workshop
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Fri 13:40 |
A Survey on Evaluation Metrics for Synthetic Material Micro-Structure Images from Generative Models Devesh Shah · Anirudh Suresh · Alemayehu Solomon Admasu · devesh upadhyay · Kalyanmoy Deb |