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10/29/2021 10:14:34 AM
👓 Edge#135: Self-Supervised Learning for Computer Vision
The conclusion of our self-supervised learning series
4/26/2022 11:24:44 AM
🕸 Edge#185: Centralized vs. Decentralized Distributed Training Architectures
In this issue: we overview Centralized vs. Decentralized Distributed Training Architectures; we explain GPipe, an Architecture for Training Large Scale Neural Networks; we explore TorchElastic, a
6/28/2022 11:14:26 AM
🔴🟨 Edge#203: What are Graph Recurrent Neural Networks?
+ what GNNs on Dynamic Graphs; and the exploration of DeepMind's Jraph, a GNN Library for JAX.
6/21/2022 11:24:37 AM
💠 Edge#201: Understanding Graph Convolutional Neural Networks
In this issue: we explain Graph Convolutional Neural Networks; we overview the original GCN Paper; we explore PyTorch Geometric, one of the most complete GNN frameworks available today. Enjoy the
7/26/2022 11:14:27 AM
🤷🏻 Edge#211: What to Test in ML Models
In this issue: we discuss what to test in ML models; we explain how Meta uses A/B testing to improve Facebook's newsfeed algorithm; we explore Meta's Ax, a framework for A/B testing in PyTorch.
8/25/2022 12:14:28 PM
🐙 Edge#220: Dive into Meta AI’s Make-A-Scene, which pushes the boundaries of AI art synthesis
The new model uses text-to-image and image-to-image generation to produce astonishing artistic outputs.
9/6/2022 11:14:27 AM
🍵☕️ Edge#223: Different Types of Diffusion
+OpenAI's GLIDE; +the Hugging Face text-to-image catalog
9/22/2022 12:04:30 PM
👾 Edge#228: How Amazon is Improving BERT-Based Models Used in Alexa
Recently Amazon Research published three papers about BERT-based models
9/20/2022 11:14:30 AM
📃➡️🖼 Edge#227: Autoregressive Text-to-Image Models
+Google's Parti; +MS COCO
9/15/2022 12:04:31 PM
🗜🗜Edge#226: DeepSpeed Compression, a new library for extreme compression of deep learning models
It combines compression and system optimization techniques for building smaller and more efficient deep learning architectures
9/27/2022 11:14:26 AM
🌅 Edge#229: VQGAN + CLIP
+the original VQGAN+CLIP paper; +VQGAN+CLIP implementations
10/13/2022 11:54:31 AM
📝➡️📺 Edge#234: Inside Meta AI’s Make-A-Video
The new model builds on the principles of text-to-image methods to produce visually astonishing videos
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