Deep Lake: a Lakehouse for Deep Learning

22 September 2022

Papers citing "Deep Lake: a Lakehouse for Deep Learning"

10 / 10 papers shown

Title
Delta Tensor: Efficient Vector and Tensor Storage in Delta Lake Zhiwei Bao Liao-Liao Liu Zhiyu Wu Yifan Zhou Dan Fan Michal Aibin Yvonne Coady Andrew Brownsword 29 1 0 03 May 2024
I/O in Machine Learning Applications on HPC Systems: A 360-degree Survey Noah Lewis J. L. Bez Suren Byna 57 0 0 16 Apr 2024
RINAS: Training with Dataset Shuffling Can Be General and Fast Tianle Zhong Jiechen Zhao Xindi Guo Qiang Su Geoffrey C. Fox 39 4 0 04 Dec 2023
VisionKG: Unleashing the Power of Visual Datasets via Knowledge Graph Jicheng Yuan Anh Le-Tuan Manh Nguyen-Duc T. Tran M. Hauswirth Danh Le-Phuoc 35 4 0 24 Sep 2023
MaskSearch: Querying Image Masks at Scale Dong He Jieyu Zhang Maureen Daum Alexander Ratner Magdalena Balazinska VLM 29 2 0 03 May 2023
Mithridates: Auditing and Boosting Backdoor Resistance of Machine Learning Pipelines Eugene Bagdasaryan Vitaly Shmatikov AAML 24 2 0 09 Feb 2023
An Overview of the Data-Loader Landscape: Comparative Performance Analysis Iason Ofeidis Diego Kiedanski Leandros Tassiulas 23 7 0 27 Sep 2022
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 255 4,796 0 24 Feb 2021
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 297 10,368 0 12 Dec 2018
Efficient Estimation of Word Representations in Vector Space Tomáš Mikolov Kai Chen G. Corrado J. Dean 3DV 281 31,267 0 16 Jan 2013