AI Reading List (by Ilya Sutskever) - Part 4
In the fourth part of the AI reading list series, we continue with the next 5 items that Ilya Sutskever, former OpenAI chief scientist, gave to John Carmack. Ilya followed by saying that "If you really learn all of these, you’ll know 90% of what matters today".
References
▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬
AI Reading List - Part 1: • AI Reading List (by Ilya Sutskever) -...
AI Reading List - Part 2: • AI Reading List (by Ilya Sutskever) -...
AI Reading List - Part 3: • AI Reading List (by Ilya Sutskever) -...
VAE Explained: • Variational Autoencoders
Reading List
▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬
A Simple Neural Network Module for Relational Reasoning: https://arxiv.org/pdf/1706.01427
Variational Lossy Autoencoder: https://arxiv.org/pdf/1611.02731
Relational Recurrent Neural Networks: https://arxiv.org/pdf/1806.01822
Quantifying the Rise and Fall of Complexity in Closed Systems: The Coffee Automaton: https://arxiv.org/pdf/1405.6903
Neural Turing Machines: https://arxiv.org/pdf/1410.5401
Related Videos
▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬
Why Language Models Hallucinate: • Why Language Models Hallucinate
Grounding DINO, Open-Set Object Detection: • Object Detection Part 8: Grounding DI...
Transformer Self-Attention Mechanism Explained: • Transformer Self-Attention Mechanism ...
How to Fine-tune Large Language Models Like ChatGPT with Low-Rank Adaptation (LoRA): • How to Fine-tune Large Language Model...
Multi-Head Attention (MHA), Multi-Query Attention (MQA), Grouped Query Attention (GQA) Explained: • Multi-Head Attention (MHA), Multi-Que...
LLM Prompt Engineering with Random Sampling: Temperature, Top-k, Top-p: • LLM Prompt Engineering with Random Sa...
The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits: • The Era of 1-bit LLMs: All Large Lang...
Contents
▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬
00:00 - Intro
00:20 - Item 1: NN Module for Relational Reasoning
01:25 - Item 2: Variational Lossy Autoencoder
02:06 - Item 3: Relational RNNs
02:48 - Item 4: The Coffee Automaton
03:21 - Item 5: Neural Turing Machines
04:07 - Outro
Follow Me
▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬
🐦 Twitter: @datamlistic / datamlistic
📸 Instagram: @datamlistic / datamlistic
📱 TikTok: @datamlistic / datamlistic
Channel Support
▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬
The best way to support the channel is to share the content. ;)
If you'd like to also support the channel financially, donating the price of a coffee is always warmly welcomed! (completely optional and voluntary)
► Patreon: / datamlistic
► Bitcoin (BTC): 3C6Pkzyb5CjAUYrJxmpCaaNPVRgRVxxyTq
► Ethereum (ETH): 0x9Ac4eB94386C3e02b96599C05B7a8C71773c9281
► Cardano (ADA): addr1v95rfxlslfzkvd8sr3exkh7st4qmgj4ywf5zcaxgqgdyunsj5juw5
► Tether (USDT): 0xeC261d9b2EE4B6997a6a424067af165BAA4afE1a
#relationalreasoning #vae #turingmachine #complexodynamics
Watch video AI Reading List (by Ilya Sutskever) - Part 4 online without registration, duration hours minute second in high quality. This video was added by user DataMListic 18 June 2024, don't forget to share it with your friends and acquaintances, it has been viewed on our site 1,137 once and liked it 39 people.