Mathematics for Machine Learning – Matrix Decompositions
MLTOKYO (study group)
CNN ARCHITECTURES: SHUFFLENET
This is part of the CNN Architectures series by Dimitris Katsios. Find all CNN Architectures online: Notebooks: MLT GitHubVideo tutorials: YouTubeSupport MLT on Patreon ShuffleNet We will use the tensorflow.keras Functional API to build ShuffleNet from the original paper: “ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices” by Xiangyu Zhang, Xinyu Zhou, Mengxiao Lin, Jian Sun. ShuffleNet: Video tutorial … Continue reading CNN ARCHITECTURES: SHUFFLENET
THE FASTBOOK SESSIONS
We are excited to announce our Fastbook Sessions with Sanyam Bhutani.This will be a series of 2-hour weekly study sessions dedicated to going through the book, "Deep Learning for Coders with fastai and PyTorch: AI applications Without a PhD" written by the creators of the fast.ai course. The authors of the course were kind enough … Continue reading THE FASTBOOK SESSIONS
GENERATIVE DEEP LEARNING (READING & DISCUSSION)
Our Generative Deep Learning Sessions are dedicated to reading and discussing the book "Generative Deep Learning" by David Foster (O'Reilly). The first sessions will be held on Sunday, March 1, remaining sessions will be held weekly on Saturdays from 3-5PM (JST). All sessions are remote and accessible via zoom. Session structure ● 1.5 silent reading … Continue reading GENERATIVE DEEP LEARNING (READING & DISCUSSION)
MLT AT NEURIPS 2019 IN VANCOUVER
MLT is presenting 2 workshop papers at the NeurIPS 2019 conference in Vancouver, Canada. Meet Asir Saeed at the poster session at the NeurIPS Workshop Machine Learning for Creativity and Design. Creative GANs for generating poems, lyrics, and metaphors Asir Saeed, Suzana Ilić, Eva Zangerle Generative models for text have substantially contributed to tasks like machine translation … Continue reading MLT AT NEURIPS 2019 IN VANCOUVER
ML MATH READING SESSIONS
If you haven't signed up yet, follow this link. It helps us keep track of time zones that need to be covered. First info email has been sent out. If you didn't receive the email, please check your spam folder. Here's its content: Thank you for signing up for the MLT Math Reading Sessions – … Continue reading ML MATH READING SESSIONS