NeuPDE: Neural Network Based Ordinary and Partial Differential Equations for Modeling Time-Dependent Data
https://arxiv.org/abs/1908.03190
https://arxiv.org/abs/1908.03190
arXiv.org
NeuPDE: Neural Network Based Ordinary and Partial Differential...
We propose a neural network based approach for extracting models from dynamic
data using ordinary and partial differential equations. In particular, given a
time-series or spatio-temporal dataset,...
data using ordinary and partial differential equations. In particular, given a
time-series or spatio-temporal dataset,...
Forwarded from Artificial Intelligence
A new model for word embeddings that are resilient to misspellings
https://ai.facebook.com/blog/-a-new-model-for-word-embeddings-that-are-resilient-to-misspellings-/
https://github.com/facebookresearch/moe?fbclid=IwAR3pCHx4-8oWTqgYqUnKHxcVWdDzPuOVTL0sTidyDBX9J7UPt2HcWxRG9AA
https://ai.facebook.com/blog/-a-new-model-for-word-embeddings-that-are-resilient-to-misspellings-/
https://github.com/facebookresearch/moe?fbclid=IwAR3pCHx4-8oWTqgYqUnKHxcVWdDzPuOVTL0sTidyDBX9J7UPt2HcWxRG9AA
Facebook
A new model for word embeddings that are resilient to misspellings
Misspelling Oblivious Embeddings (MOE) is a new model for word embeddings that are resilient to misspellings, improving the ability to apply word embeddings to real-world situations, where misspellings are common.
A Gentle Introduction to the Progressive Growing GAN
https://machinelearningmastery.com/introduction-to-progressive-growing-generative-adversarial-networks/
https://machinelearningmastery.com/introduction-to-progressive-growing-generative-adversarial-networks/
MachineLearningMastery.com
A Gentle Introduction to the Progressive Growing GAN - MachineLearningMastery.com
Progressive Growing GAN is an extension to the GAN training process that allows for the stable training of generator models that can output large high-quality images.
It involves starting with a very small image and incrementally adding blocks of layers…
It involves starting with a very small image and incrementally adding blocks of layers…
Forwarded from Data Science by ODS.ai 🦜
New paper on training with pseudo-labels for semantic segmentation
Semi-Supervised Segmentation of Salt Bodies in Seismic Images:
SOTA (1st place) at TGS Salt Identification Challenge.
Github: https://github.com/ybabakhin/kaggle_salt_bes_phalanx
ArXiV: https://arxiv.org/abs/1904.04445
#GCPR2019 #Segmentation #CV
Semi-Supervised Segmentation of Salt Bodies in Seismic Images:
SOTA (1st place) at TGS Salt Identification Challenge.
Github: https://github.com/ybabakhin/kaggle_salt_bes_phalanx
ArXiV: https://arxiv.org/abs/1904.04445
#GCPR2019 #Segmentation #CV
Forwarded from Artificial Intelligence
The Best of AI: New Articles Published This Month (July 2019)
https://blog.sicara.com/07-2019-best-ai-new-articles-this-month-3e1fa3f6c321
https://blog.sicara.com/07-2019-best-ai-new-articles-this-month-3e1fa3f6c321
Collaborative Multi-Agent Dialogue Model Training Via Reinforcement Learning
https://eng.uber.com/research/collaborative-multi-agent-dialogue-model-training-via-reinforcement-learning/
article: https://arxiv.org/pdf/1907.05507.pdf
https://eng.uber.com/research/collaborative-multi-agent-dialogue-model-training-via-reinforcement-learning/
article: https://arxiv.org/pdf/1907.05507.pdf
Project Euphonia’s Personalized Speech Recognition for Non-Standard Speech
http://ai.googleblog.com/2019/08/project-euphonias-personalized-speech.html
http://ai.googleblog.com/2019/08/project-euphonias-personalized-speech.html
blog.research.google
Project Euphonia’s Personalized Speech Recognition for Non-Standard Speech
How to Implement Progressive Growing GAN Models in Keras
https://machinelearningmastery.com/how-to-implement-progressive-growing-gan-models-in-keras/
https://machinelearningmastery.com/how-to-implement-progressive-growing-gan-models-in-keras/
VisualBERT: A Simple and Performant Baseline for Vision and Language
https://arxiv.org/abs/1908.03557
https://arxiv.org/abs/1908.03557
arXiv.org
VisualBERT: A Simple and Performant Baseline for Vision and Language
We propose VisualBERT, a simple and flexible framework for modeling a broad range of vision-and-language tasks. VisualBERT consists of a stack of Transformer layers that implicitly align elements...
New advances in natural language processing to better connect people
https://ai.facebook.com/blog/new-advances-in-natural-language-processing-to-better-connect-people
https://ai.facebook.com/blog/new-advances-in-natural-language-processing-to-better-connect-people
Facebook
New advances in natural language processing to better connect people
Recently, Facebook AI has advanced state-of-the-art results in key language understanding tasks and also launched a new benchmark to push AI systems further
How vFlat used the TFLite GPU delegate for real time inference to scan books
https://medium.com/tensorflow/how-vflat-used-the-tflite-gpu-delegate-for-real-time-inference-to-scan-books-df3bb86a4eb7
https://medium.com/tensorflow/how-vflat-used-the-tflite-gpu-delegate-for-real-time-inference-to-scan-books-df3bb86a4eb7
Medium
How vFlat used the TFLite GPU delegate for real time inference to scan books
A guest post by Kunwoo Park, Moogung Kim, Eunsung Han
Awesome Machine Learning
A curated list of awesome machine learning frameworks, libraries and software (by language).
libraries: https://github.com/josephmisiti/awesome-machine-learning
books: https://github.com/josephmisiti/awesome-machine-learning/blob/master/books.md
A curated list of awesome machine learning frameworks, libraries and software (by language).
libraries: https://github.com/josephmisiti/awesome-machine-learning
books: https://github.com/josephmisiti/awesome-machine-learning/blob/master/books.md
GitHub
GitHub - josephmisiti/awesome-machine-learning: A curated list of awesome Machine Learning frameworks, libraries and software.
A curated list of awesome Machine Learning frameworks, libraries and software. - josephmisiti/awesome-machine-learning
Synthetic Celebrity Faces at 128x128 Resolution After Tuning Generated by the Progressive Growing GAN
How to Train a Progressive Growing GAN in Keras for Synthesizing Faces
https://machinelearningmastery.com/how-to-train-a-progressive-growing-gan-in-keras-for-synthesizing-faces/
How to Train a Progressive Growing GAN in Keras for Synthesizing Faces
https://machinelearningmastery.com/how-to-train-a-progressive-growing-gan-in-keras-for-synthesizing-faces/
Joint Speech Recognition and Speaker Diarization via Sequence Transduction
http://ai.googleblog.com/2019/08/joint-speech-recognition-and-speaker.html
http://ai.googleblog.com/2019/08/joint-speech-recognition-and-speaker.html
Googleblog
Joint Speech Recognition and Speaker Diarization via Sequence Transduction
Forwarded from Artificial Intelligence
ai ,machine learning
• 1146 leaderboards
• 1223 tasks
• 1105 datasets
• 14779 papers with code
https://paperswithcode.com/sota
• 1146 leaderboards
• 1223 tasks
• 1105 datasets
• 14779 papers with code
https://paperswithcode.com/sota
huggingface.co
Trending Papers - Hugging Face
Your daily dose of AI research from AK
Music Transformer: Generating Music with Long-Term Structure
Code: https://github.com/jason9693/MusicTransformer-tensorflow2.0
Article: https://arxiv.org/abs/1809.04281
Code: https://github.com/jason9693/MusicTransformer-tensorflow2.0
Article: https://arxiv.org/abs/1809.04281
GitHub
GitHub - jason9693/MusicTransformer-tensorflow2.0: implementation of music transformer with tensorflow-2.0 (ICLR2019)
implementation of music transformer with tensorflow-2.0 (ICLR2019) - jason9693/MusicTransformer-tensorflow2.0
👍1
Using The Super-Resolution Convolutional Neural Network for Image Restoration
https://medium.com/datadriveninvestor/using-the-super-resolution-convolutional-neural-network-for-image-restoration-ff1e8420d846
https://medium.com/datadriveninvestor/using-the-super-resolution-convolutional-neural-network-for-image-restoration-ff1e8420d846
Medium
Using The Super Resolution Convolutional Neural Network for Image Restoration
Welcome to this tutorial on single-image super-resolution. The goal of super-resolution (SR) is to recover a high resolution image from a…
A Gentle Introduction to StyleGAN the Style Generative Adversarial Network
https://machinelearningmastery.com/introduction-to-style-generative-adversarial-network-stylegan/
https://machinelearningmastery.com/introduction-to-style-generative-adversarial-network-stylegan/