Dec 15, 2021

6 Posts

Equivariant subsampling on 1D feature maps with a scale factor c = 2.
Dec 15, 2021

Image Transformations Unmasked: CNNs for vision that aren't fooled by changing backgrounds.

If you change an image by moving its subject within the frame, a well trained convolutional neural network may not recognize the fundamental similarity between the two versions. New research aims to make CNN wise to such alterations.
Demostration of Suspicious User Control tool in the Stream Chat section (Twitch)
Dec 15, 2021

Troll Recognition: Twitch uses AI to flag trolls who try to avoid bans.

A prominent online streaming service is using a machine learning model to identify trolls who try to get around being banned.
Two images showing RETRO Architecture and Gopher (280B) vs State of the Art
Dec 15, 2021

Large Language Models Shrink: Gopher and RETRO prove lean language models can push boundaries.

DeepMind released three papers that push the boundaries — and examine the issues — of large language models.
Chart with growth of TikTok monthly active users and conceptual map with goals of TikTok's Recommmended Algorith
Dec 15, 2021

What Makes TikTok Tick: Leaked info reveals how TikTok's algorithm works.

A leaked document gave reporters a glimpse of what makes TikTok’s renowned recommender algorithm so effective.
Screen capture from the Data-Centric AI Workshop
Dec 15, 2021

The Batch: TikTok's Recommender Revealed, DeepMind's Not-So-Large Language Models, Neural Troll Trap, Recognizing Rotations

We just wrapped up the Data-Centric AI Workshop at the NeurIPS 2021 conference. It was packed with information about how to engineer data for AI systems.
Screen capture from the Data-Centric AI Workshop
Dec 15, 2021

The NeurIPS Data-Centric AI Workshop Was Amazing!

We just wrapped up the Data-Centric AI Workshop at the NeurIPS 2021 conference. It was packed with information about how to engineer data for AI systems. I wish the whole DeepLearning.AI community could have been there!

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