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AI Exchange Community

Connecting AI researchers, practitioners and leaders across the world.
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A central location for blogs, presentations and discussions with those advancing the limits of AI
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Upcoming Events

11:00 PM, Dec 15 - 12:00 AM, Dec 16 GMT
Thursday, Dec 15
11:00 PM, Dec 15 - 12:00 AM, Dec 16 GMT
Machine Learning Engineer & Grace Hopper ABIE Award Recipient: Mehul Smriti Raje
Mehul Smriti Raje was formerly a Ground Truth Engineer at Nuro and a Brain-Computer Interaction researcher, having previously held engineering/research positions at Google, MIT Media Lab and Spotify. She was also awarded the Grace Hopper ABIE Student of V
Mehul Smriti Raje
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9:00 PM - 10:00 PM GMT
Thursday, Dec 8
9:00 PM - 10:00 PM GMT
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The Exchange community brings together AI researchers, practitioners, and leaders from across the world. Community members join Exchange to stay up to date on the latest AI research and trends from those pushing the boundaries of what’s possible, whether in academia, research, industry, or government.
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Blogs

How to Build a Faster Vision Transformer for Supervised Image Classification
Guides
A vision transformer learns from image data by treating image patches as tokens. Adding a token learning layer to a vision transformer speeds up its operations.
Sep 21st, 2022
How to Improve Content Moderation on Inputs to Large ML Models with Synthetic Data
Articles
The DALL·E 2 team at OpenAI recently described an intriguing way to limit certain sensitive training images from their image-generation model. We hypothesize that you could improve on this technique by expanding the training dataset for DALL·E 2 with synthetic data.
Sep 6th, 2022
CVPR Research Roundup: Four Papers on Synthetic Data that Will Have an Immediate Impact on Your Data-Centric AI Workflows
Articles
New research on synthetic models investigate ways to curate, generate, or label data in resource-constrained environments, using techniques such as generative modeling or weak supervision—and the need for labeled data to train deep neural networks is a priority in AI.
Aug 22nd, 2022
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