Summary of Collapse or Thrive? Perils and Promises Of Synthetic Data in a Self-generating World, by Joshua Kazdan et al.
Collapse or Thrive? Perils and Promises of Synthetic Data in a Self-Generating Worldby Joshua Kazdan,…
Summary of Ck4gen: a Knowledge Distillation Framework For Generating High-utility Synthetic Survival Datasets in Healthcare, by Nicholas I-hsien Kuo et al.
CK4Gen: A Knowledge Distillation Framework for Generating High-Utility Synthetic Survival Datasets in Healthcareby Nicholas I-Hsien…
Summary of Graph Transformers Dream Of Electric Flow, by Xiang Cheng et al.
Graph Transformers Dream of Electric Flowby Xiang Cheng, Lawrence Carin, Suvrit SraFirst submitted to arxiv…
Summary of Softsrv: Learn to Generate Targeted Synthetic Data, by Giulia Desalvo et al.
SoftSRV: Learn to Generate Targeted Synthetic Databy Giulia DeSalvo, Jean-Fracois Kagy, Lazaros Karydas, Afshin Rostamizadeh,…
Summary of Data Augmentation Via Diffusion Model to Enhance Ai Fairness, by Christina Hastings Blow et al.
Data Augmentation via Diffusion Model to Enhance AI Fairnessby Christina Hastings Blow, Lijun Qian, Camille…
Summary of Amortized Probabilistic Conditioning For Optimization, Simulation and Inference, by Paul E. Chang et al.
Amortized Probabilistic Conditioning for Optimization, Simulation and Inferenceby Paul E. Chang, Nasrulloh Loka, Daolang Huang,…
Summary of Hybrid Memory Replay: Blending Real and Distilled Data For Class Incremental Learning, by Jiangtao Kong et al.
Hybrid Memory Replay: Blending Real and Distilled Data for Class Incremental Learningby Jiangtao Kong, Jiacheng…
Summary of How Does Data Diversity Shape the Weight Landscape Of Neural Networks?, by Yang Ba et al.
How Does Data Diversity Shape the Weight Landscape of Neural Networks?by Yang Ba, Michelle V.…
Summary of Tensor Decomposition with Unaligned Observations, by Runshi Tang and Tamara Kolda and Anru R. Zhang
Tensor Decomposition with Unaligned Observationsby Runshi Tang, Tamara Kolda, Anru R. ZhangFirst submitted to arxiv…
Summary of A Little Human Data Goes a Long Way, by Dhananjay Ashok and Jonathan May
A Little Human Data Goes A Long Wayby Dhananjay Ashok, Jonathan MayFirst submitted to arxiv…