Bag of Tricks in Machine Learning - Page 3 of 7 - Public Personal Notebook

将门创投AI讲座

April 19, 2019April 19, 2019 by admin

https://space.bilibili.com/209732435/video

ICASSP 2019 Papers

April 17, 2019April 17, 2019 by admin

ICASSP 2019 is a top tier conference in speech

https://arxiv.org/search/?searchtype=comments&query=ICASSP+2019&abstracts=show&size=200&order=-announced_date_first

SysML 2019 and ScaledML 2019

April 10, 2019April 10, 2019 by admin

SysML Conference 2019

ScaledML Conference 2019

UC Berkeley Deep Unsupervised Learning

March 17, 2019March 17, 2019 by admin

Stanford 224n – 2019 Winter

March 17, 2019March 17, 2019 by admin

ICML 2018 – Learning to Explain: An Information-Theoretic Perspective on Model Interpretation

March 15, 2019March 15, 2019 by admin

https://arxiv.org/abs/1802.07814

EMNLP 2019 – Attention is not Explanation

March 15, 2019March 15, 2019 by admin

https://arxiv.org/abs/1902.10186

Different Types of Convolutions (Kunlun Bai)

February 26, 2019February 26, 2019 by admin

https://towardsdatascience.com/a-comprehensive-introduction-to-different-types-of-convolutions-in-deep-learning-669281e58215

PyTorch BERT v0.5

February 11, 2019February 11, 2019 by admin

PT-BERT 0.5 out💥
Pretty big release w. not 1 but TWO new pretrained models:
-classic: OpenAI's GPT
-brand-new: Transformer-XL by Google/CMU
As always both should be super easy to use

So…BERT now stands for Big-&-Extending-Repository-of-Transformers😅

Happy Transfer Learning! pic.twitter.com/yIdTHHJKKA
— Thomas Wolf (@Thom_Wolf) February 11, 2019

CV papers

January 31, 2019January 31, 2019 by admin

https://github.com/hoya012/deep_learning_object_detection

Shujian 🍱Follow

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Ves Stoyanov @vesko_st·

Our system, RoBERTa just topped the GLUE leaderboard. When trained with the right recipe, BERT still shows state-of-the-art results. Great collaboration from our team at Facebook AI @facebookai! https://t.co/RPPlCL1UfU

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Facebook AI@facebookai·

Congrats to our AI team for matching the top GLUE benchmark performance! We believe strongly in open & collaborative research and thank @GoogleAI for releasing BERT. It led to RoBERTa, our robustly optimized system that was trained longer, on more data. https://t.co/FAKAGboEHl

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Sebastian Raschka @rasbt·

"Awesome Graph Classification" -- A collection of graph classification methods, covering embedding, deep learning, graph kernel, and factorization papers with reference implementations https://t.co/ugpL3xSvf1

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Shujian 🍱@Shujian_Liu·

lol https://t.co/LCsmd6C2SF

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Brenden Lake @LakeBrenden·

I believe that perfect autonomous driving will be impossible until we build machines with intuitive psychology.

"Developing software that can reliably anticipate what other drivers, pedestrians and cyclists are going to do, will be much more difficult."
https://t.co/EHAYee1rRm

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