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Ludwig Schmidt

Ludwig Schmidt

Builder

Seattle

@ludwigschmidt

Professor at UW and co-lead of LAION. Building massive open datasets like LAION-5B that power open-source image generation models.

Skills

datasetscomputer visionrobustnessopen sourcepython

Looking For

collaboratormentor

Research Foundations (2)

Learning Transferable Visual Models From Natural Language Supervision

ICML 202120215,296 citations

Used by: LAION-5B Dataset

Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding

ICLR 201620167,200 citations

Used by: LAION-5B Dataset

Projects (1)

LAION-5B Dataset

GitHubLive

The largest openly available image-text dataset with 5.85 billion CLIP-filtered pairs. Enabled training of Stable Diffusion and open CLIP models.

Computer VisionMultimodal

Built on research:

paperLearning Transferable Visual Models From Natural Language Supervision(2021)
paperDeep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding(2016)

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