BigData
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Data Science : Big Data : Machine Learning : Deep Learning. По всем вопросам @evgenycarter
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Attention-Based Adaptive Spectral-Spatial Kernel ResNet for Hyperspectral Image Classification

Github: https://github.com/suvojit-0x55aa/A2S2K-ResNet

Paper: https://ieeexplore.ieee.org/document/9306920

👉 @bigdata_1
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Towards Faster and Stabilized GAN Training for High-fidelity Few-shot Image Synthesis.

Github: https://github.com/lucidrains/lightweight-gan

Paper: https://openreview.net/forum?id=1Fqg133qRaI

👉 @bigdata_1
Factor Normalization for Deep Neural Network Models

Github: https://github.com/HazardNeo4869/FactorNormalization

Paper: https://openreview.net/forum?id=LcPefbNSwx_

👉 @bigdata_1
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Нейронные сети

Нейронные сети за 10 минут
Как обучить нейронную сеть?
Нейронная сеть на Python с нуля
Обратное распространение ошибки
Обучение нейронной сети на Python

👉 @bigdata_1
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Precise Multi-Neuron Abstractions for Neural Network Certification

Github : https://github.com/eth-sri/eran

Paper: https://arxiv.org/abs/2103.03638v1

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Virtual Try-on via Distilling Appearance Flows, CVPR 2021

Github: https://github.com/geyuying/PF-AFN

Paper: https://arxiv.org/abs/2103.04559

👉 @bigdata_1
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TransTrack: Multiple-Object Tracking with Transformer

Github: https://github.com/PeizeSun/TransTrack

Paper: https://arxiv.org/abs/2012.15460v1

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All Machine Learning Algorithms You Should Know in 2021

https://www.kdnuggets.com/2021/01/machine-learning-algorithms-2021.html

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Involution: Inverting the Inherence of Convolution for Visual Recognition

Github: https://github.com/d-li14/involution

Paper: https://arxiv.org/abs/2103.06255

OpenMMLab: https://openmmlab.com/

👉 @bigdata_1
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CRSLab

is an open-source toolkit for building Conversational Recommender System (CRS)

Github: https://github.com/RUCAIBox/CRSLab

Paper: https://arxiv.org/pdf/2101.00939.pdf

Documentation: https://crslab.readthedocs.io/en/latest/?badge=latest

👉 @bigdata_1