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Argmax: Daily Summaries Delivered
by Vahe Hagopian, Taka Hasegawa, Farrukh Rahman
A show where three machine learning enthusiasts talk about recent papers and developments in machine learning. Watch our video on YouTube https://www.youtube.com/@argmaxfm
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- Oct 8, 202454 min
Mixture of Experts
In this episode we talk about the paper "Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer" by Noam Shazeer, Azalia Mirhoseini, Krzysztof Maziarz, Andy Davis, Quoc Le, Geoffrey Hinton, Jeff Dean.
- Sep 2, 20231h 2m
LoRA
We talk about Low Rank Approximation for fine tuning Transformers. We are also on YouTube now! Check out the video here: https://youtu.be/lLzHr0VFi3Y
- Mar 28, 202357 min
15: InstructGPT
In this episode we discuss the paper "Training language models to follow instructions with human feedback" by Ouyang et al (2022). We discuss the RLHF paradigm and how important RL is to tuning GPT.
- Mar 17, 202349 min
14: Whisper
This week we talk about Whisper. It is a weakly supervised speech recognition model.
- Mar 11, 202349 min
13: AlphaTensor
We talk about AlphaTensor, and how researchers were able to find a new algorithm for matrix multiplication.
- Oct 25, 202254 min
12: SIRENs
In this episode we talked about "Implicit Neural Representations with Periodic Activation Functions" and the strength of periodic non-linearities.
- Sep 30, 202248 min
11: CVPR Workshop on Autonomous Driving Keynote by Ashok Elluswamy, a Tesla engineer
In this episode we discuss this video: https://youtu.be/jPCV4GKX9Dw How Tesla approaches collision detection with novel methods.
- Aug 23, 202254 min
10: Outracing champion Gran Turismo drivers with deep reinforcement learning
We discuss Sony AI's accomplishment of creating a novel AI agent that can beat professional racers in Gran Turismo. Some topics include: - The crafting of rewards to make the agent behave nicely - What is QR-SAC? - How to deal with "rare" experiences in the replay buffer Link to paper: https://www.nature.com/articles/s41586-021-04357-7
About Argmax
A show where three machine learning enthusiasts talk about recent papers and developments in machine learning. Watch our video on YouTube https://www.youtube.com/@argmaxfm
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How often does Argmax release new episodes?
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