MIPT Deep Learning Club #15
Batch normalization
MIPT SciTech Club
MIPT Quantum Club #3
Quantum Kitchen Sinks
Eric Gaussier - Semantic annotation in the biomedical domain - large scale classification and BioASQ
Eric Gaussier (CUEF de Grenoble - Université Grenoble Alpes) about “Semantic annotation in the biomedical domain: large scale classification and BioASQ” Eri...
MIPT Deep Learning Club #14
Evolution Strategies
MIPT Bioinformatics Club #1
Daria Romanovskaia about Nature paper “Predicting the sequence specificities of DNA- and RNA-binding proteins by deep learning” Authors of this paper propos...
Michael Chertkov - Science Application Informed Machine Learning
Michael Chertkov about “Science Application Informed Machine Learning” [ML in Physics, application of GANs to the problem of turbulence, controlling of energ...
MIPT Quantum Club #2
Anton Karazeev about optical setups that can mimic the functionality of artificial neural networks (Optical Neural Networks) - paper [1], Nature, 2017. The ...
MIPT Deep Learning Club #13
Taras Khakhulin about “Breaking the Softmax Bottleneck: A High-Rank RNN Language Model” The problem of constructing the Language model was considered as a f...
MIPT Deep Learning Club #12
Anton Karazeev on classical methods of keyphrases extraction from (biomedical) texts: statistical (TF-IDF) and graphical (TextRank). Besides them, newly pro...
MIPT Quantum Club #1
Anton Karazeev on application of neural networks (Restricted Boltzmann Machines, RBM) for quantum state tomography qst Tomography of quantum states is labou...
MIPT Deep Learning Club #11
Danil Lykov on applications of attention-mechanisms Besides well-known paper “Show, Attend and Tell” by Bengio et al., a new paper about “AttnGAN” by Micros...
MIPT Deep Learning Club #10
Danil Lykov about Hinton’s paper on “Dynamic Routing Between Capsules” New method of information transmitting from different areas of image is proposed (in ...
MIPT Deep Learning Club #9
Emil Zakirov about “Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer” Authors studied conditional computation layer called Mi...
MIPT Deep Learning Club #8
“Improving the Realism of Synthetic Images” - Anton Karazeev about paper by Apple (Machine Learning Journal) The key novelty here is using the generator’s h...
MIPT Deep Learning Club #7
System for face recognition - Danil Lykov about “DeepFace” by Facebook
MIPT Deep Learning Club #6
Synthesis of human speech from text - Emil Zakirov about generative model “WaveNet” by google [September, 2016] WaveNet [April, 2017] Tacotron
MIPT Deep Learning Club #5
PyTorch Intro
MIPT Deep Learning Club #4
Understanding Black-box Predictions