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Learn from the experts

Showcasing the latest research and advancements in AI from the industry’s leading researchers, practitioners, and executives

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Posted Sep 09 | Views 292
How to Build a Faster Vision Transformer for Supervised Image Classification
Guides
How to Build a Faster Vision Transformer for Supervised Image Classification
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
How to Improve Content Moderation on Inputs to Large ML Models with Synthetic Data
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
CVPR Research Roundup: Four Papers on Synthetic Data that Will Have an Immediate Impact on Your Data-Centric AI Workflows
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
28 Great Resources for AI/ML Practitioners
Articles
28 Great Resources for AI/ML Practitioners
Keep up with these 28 resources for AL/ML practitioners. They cover a wide range of topics—and get as technical as you want.
Aug 12th, 2022
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AI Exchange Contributor Guidelines
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Jan 28th, 2022
Become an AI Exchange Contributor
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Become an AI Exchange Contributor
AI Exchange's mission is to bring together AI/ML enginners, researchers and practitioners to share practical content and advice, participate in engaging online and in-person events, and connect with fellow members to foster meaningful connections. Here's how you can be a contributor.
Jan 28th, 2022