📰Poster - Optimization-based Meta-Learning

[ximinng]

AMC Seminar Sign Up

Link to previous seminar meeting minutes comments issue:

#430

1. Oral / Poster Selection

Select one of the following selections for Oral or Poster:

1. Oral should be prepared for 15 - 30 minutes, and no more than 45 minutes, including Q/A.
2. Posters should be prepared for 5 - 10 minutes, and no more than 15 minutes, including Q/A.

• 🗣 Oral (15 MIN)
• 📰 Poster (5 MIN)

2. Paper Information

Paper	Information
Name	Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks
Recommendation	a framework of optimization-based meta-learning
Prior Knowledge	Model-Agnostic Meta-Learning
Year	2017
Publish	ICML 2017
Author	Chelsea Finn, et. al.
GitHub	https://github.com/cbfinn/maml
Arxiv	https://arxiv.org/abs/1703.03400

Paper	Information
Name	Meta-Learning with Latent Embedding Optimization
Recommendation	enhanced version of MAML
Prior Knowledge	LEO
Year	2019
Publish	ICLR 2019
Author	Andrei, et. al.
GitHub	https://github.com/deepmind/leo
Arxiv	https://arxiv.org/abs/1807.05960

3. After Party 🍻

Everyone will be welcome. You can join or not join as you want (not required by the AMC), and change your mind at any time.

1. After Party will be started right after all the meeting agenda had been fulfilled.
2. We will find a bar and drink beers and talk whatever we want. (we can expect that it will be related to meeting topics of the day)
3. The bill will be paid AA

• 🍻 YES! I'll definitely join the After Party!
• 🤔 Maybe. I'd like to decide later.
• 🛌 No, I'm afraid not this time.

4. New Friend

Whether you have a new friend comes with you to the club.

• 👥 I'll bring a new friend
• 👤 There's no new friend from me

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Artificial Intelligence & Machine Learning CLUB, 2018 - 2019 AI ML Club - AMC Member Manual