NLP News Cypher | 07.26.20
Author(s): Ricky Costa Originally published on Towards AI. Photo by Will Truettner on Unsplash NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER NLP News Cypher U+007C 07.26.20 Primus The Liber Primus is unsolved to this day. A book of 58 pages written in Runes, …
NLP News Cypher | 08.23.20
Author(s): Ricky Costa Originally published on Towards AI. Photo by adrianna geo on Unsplash NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER NLP News Cypher U+007C 08.23.20 Fury What a week. Let’s recap. If you haven’t heard, we released the NLP Model Forge U+1F648 …
Create your Mini-Word-Embedding from Scratch using Pytorch
Author(s): Balakrishnakumar V Originally published on Towards AI. 1. CBOW : Illustration by Author On a lighter note, the embedding of a particular word (In Higher Dimension) is nothing but a vector representation of that word (In Lower Dimension). Where words with …
ECCV 2020 Best Paper Award | A New Architecture For Optical Flow
Author(s): Louis Bouchard Originally published on Towards AI. Paper’s introduction Photo by Cris Ovalle on Unsplash ECCV 2020 Best Paper Award Goes to Princeton Team.They developed a new end-to-end trainable model for optical flow.Their method beats state-of-the-art architectures’ accuracy across multiple datasets …
Supermasks: A Simple Introduction and Implementation in PyTorch
Author(s): Kourosh T. Baghaei Originally published on Towards AI. The general understanding of neural networks is that computations are required in order to adjust the weights of a neural network so that it could perform a certain task on a given dataset. …
NLP News Cypher | 09.13.20
Author(s): Ricky Costa Originally published on Towards AI. The Ninth Wave (1850) Ivan Aivazovsky NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER NLP News Cypher U+007C 09.13.20 Aere Perrenius Welcome back. Hope you enjoyed your week! We have another update that came in this …
A Probabilistic Algorithm to Reduce Dimensions: t — Distributed Stochastic Neighbor Embedding (t-SNE)
Author(s): Rajvi Shah Originally published on Towards AI. Top highlight Data Visualization One of the best techniques to reduce dimensions and visualize data based on probabilistic scores. Source: Medium Data Visualization plays a crucial role in real-time Machine Learning applications. Visualizing data …
Deep Learning (CNN) — Discover the Breed of a Dog in an Image
Author(s): Saniya Parveez Originally published on Towards AI. Deep Learning Introduction Convolutional Neural Networks (CNNs) are deep learning networks, which are excellent in object recognition of images. Its design is inspired by a part of the brain called the visual cortex. The …
NLP News Cypher | 09.20.20
Author(s): Ricky Costa Originally published on Towards AI. Ibrahim Jabbar-Beik NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER NLP News Cypher U+007C 09.20.20 EMNLP and Graphs U+1F635 U+261D Persian art is pretty. Welcome back for another week of the Cypher. Yesterday, we made another …
NLP News Cypher | 09.27.20
Author(s): Ricky Costa Originally published on Towards AI. Photo by Vinícius Henrique Photography on Unsplash NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER NLP News Cypher U+007C 09.27.20 Legends Hey…welcome back! Loads of research came out this week! But FYI, we couldn’t fit every …
NLP News Cypher | 10.11.20
Author(s): Ricky Costa Originally published on Towards AI. Photo by Ankhesenamun on Unsplash NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER NLP News Cypher U+007C 10.11.20 An Ode to Code Hey, welcome back! We have another great NLP Cypher for this week. And as …
The NLP Cypher | 12.13.20
Author(s): Ricky Costa Originally published on Towards AI. Soldiers in a Mountain Gorge, with a Storm U+007C Vernet NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER The NLP Cypher U+007C 12.13.20 NeurIPS Aftermath Hey, welcome back! Another week and another conference (NeurIPS) goes by …
Efficient Biomedical Segmentation When Only a Few Label Images Are Available @MICCAI2020
Author(s): Makoto TAKAMATSU Originally published on Towards AI. Computer Vision A Proposal for State-of-the-Art Unsupervised Segmentation Using Contrastive Learning MICCAI 2020 Photo by National Cancer Institute on Unsplash In this story, Label-Efficient Multi-Task Segmentation using Contrastive Learning, by the University of Tokyo …
Let’s See How a Computer Sees…
Author(s): Pratik Originally published on Towards AI. Deep Learning, Programming Photo by Robina Weermeijer on Unsplash In humans, there are multiple stages to understand visual information, and the computer also follows this process. Let’s now try to zoom in a bit on …
The NLP Cypher | 12.20.20
Author(s): Ricky Costa Originally published on Towards AI. Natural Language Processing The NLP Cypher U+007C 12.20.20 Knowledge Graphs, UFOs and New Speech Models… oh and change your password! Welcome back for another week of the NLP Cypher. Time to review some oddities …
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