Tagged  deeplearning

Presentation: Document Digitization: Rethinking OCR with Machine Learning
(www.infoq.com)#deeplearning #machinelearning #imageprocessing #neuralnet

DLRM: An advanced, open source deep learning recommendation model
(ai.facebook.com) 
Neural Network Optimization
(towardsdatascience.com) 
Distributed Deep Learning Pipelines with PySpark and Keras
(towardsdatascience.com) 
Presentation: Debuggable Deep Learning
(www.infoq.com) 
Introducing Complete the Look: a scenebased complementary recommendation system
(medium.com) 
Presentation: wav2letter++: Facebook's Fast Opensource Speech Recognition System
(www.infoq.com)#deeplearning #datascience #NLP #audioprocessing #research

Applying AutoML to Transformer Architectures
(ai.googleblog.com) 
Presentation: Applying Deep Learning to Airbnb Search
(www.infoq.com)#deeplearning #datascience #machinelearning #search #bigdata

Wasserstein GAN in Swift for TensorFlow
(towardsdatascience.com) 
Presentation: Ludwig: A CodeFree Deep Learning Toolbox
(www.infoq.com) 
Presentation: Deep Learning on Microcontrollers
(www.infoq.com) 
Advanced Topics in Deep Convolutional Neural Networks
(towardsdatascience.com) 
Moving Camera, Moving People: A Deep Learning Approach to Depth Prediction
(ai.googleblog.com)#deeplearning #datascience #AI #imageprocessing #research

Releasing Pythia for vision and language multimodal AI models
(code.fb.com) 
EndtoEnd Object Detection for Furniture Using Deep Learning
(blog.insightdatascience.com) 
Graph Convolutional Networks for Geometric Deep Learning
(towardsdatascience.com)#deeplearning #datascience #algorithms #neuralnet #research

The Inherent Insecurity in Neural Networks and Machine Learning Based Applications
(towardsdatascience.com) 
Presentation: Understanding Deep Learning
(www.infoq.com) 
Evolving Deep Neural Networks
(towardsdatascience.com) 
How WaveNet Works
(towardsdatascience.com) 
Deep Learning for Single Cell Biology
(towardsdatascience.com) 
Using Deep Learning for fingervein based biometric authentication
(towardsdatascience.com)#deeplearning #datascience #imageprocessing #research #biotech

An intuitive understanding of the LAMB optimizer
(towardsdatascience.com) 
Zilic: Detect any disease with machine learning
(towardsdatascience.com)#deeplearning #datascience #machinelearning #imageprocessing #biotech

What is Geometric Deep Learning?
(towardsdatascience.com) 
Differentiable Architecture Search for RNN with fastai
(towardsdatascience.com) 
Detecting Retina Damage from OCTRetinal Images
(towardsdatascience.com) 
Avro2TF: An Open Source Feature Transformation Engine for TensorFlow
(engineering.linkedin.com) 
Using Deep Learning to Improve Usability on Mobile Devices
(ai.googleblog.com) 
AutoML for Data Augmentation
(blog.insightdatascience.com) 
BERT in Keras with Tensorflow hub
(towardsdatascience.com) 
Fast AI Assisted Annotation and Transfer Learning with Clara Train
(devblogs.nvidia.com) 
Finding similar images using Deep learning and Locality Sensitive Hashing
(towardsdatascience.com) 
An Introduction to MetaLearning
(medium.com) 
UNet deep learning colourisation of greyscale images
(towardsdatascience.com) 
TensorFlow.js
(engineering.linecorp.com) 
Handtrack.js: Hand Tracking Interactions in the Browser using Tensorflow.js and 3 lines of code.
(hackernoon.com)#deeplearning #javascript #imageprocessing #tensorflow #CV

Understand how your TensorFlow Model is Making Predictions
(towardsdatascience.com) 
3 reasons to add deep learning to your time series toolkit
(www.oreilly.com) 
Realtime Finger Detection
(becominghuman.ai) 
Introducing PlaNet: A Deep Planning Network for Reinforcement Learning
(ai.googleblog.com) 
Deep Compression: Optimization Techniques for Inference & Efficiency
(towardsdatascience.com) 
XLM — Enhancing BERT for Crosslingual Language Model
(towardsdatascience.com) 
Introducing Ludwig, a CodeFree Deep Learning Toolbox
(eng.uber.com) 
Review: SegNet (Semantic Segmentation)
(towardsdatascience.com) 
Massively Scale Your Deep Learning Training with NCCL 2.4
(devblogs.nvidia.com) 
Making an interactive UMAP visualization of the MNIST data set
(blog.fastforwardlabs.com) 
BiasVariance for Deep Reinforcement Learning: How To Build a Bot for Atari with OpenAI Gym
(www.digitalocean.com) 
VAEs! Generating images with Tensorflow
(towardsdatascience.com) 
One Shot Learning with Siamese Networks using Keras
(towardsdatascience.com) 
Expanding the Application of Deep Learning to Electronic Health Records
(ai.googleblog.com) 
Soft ActorCritic: Deep Reinforcement Learning for Robotics
(ai.googleblog.com) 
Creating a Zoo of AtariPlaying Agents to Catalyze the Understanding of Deep Reinforcement Learning
(eng.uber.com) 
Multitask learning in TensorFlow with the Head API
(towardsdatascience.com)#deeplearning #machinelearning #imageprocessing #tensorflow

Generating Haiku with Deep Learning
(towardsdatascience.com) 
SlowFast Explained  Dualmode CNN for Video Understanding
(towardsdatascience.com) 
RealTime Noise Suppression Using Deep Learning
(towardsdatascience.com)#deeplearning #signalprocessing #AI #GPU #audioprocessing

Opensourcing DeepFocus, an AIpowered system for more realistic VR images
(code.fb.com) 
Improving the Effectiveness of Diabetic Retinopathy Models
(ai.googleblog.com) 
Grasp2Vec: Learning Object Representations from SelfSupervised Grasping
(ai.googleblog.com) 
On integrating symbolic inference into deep neural networks
(towardsdatascience.com) 
TFRanking: A Scalable TensorFlow Library for LearningtoRank
(ai.googleblog.com) 
Presentation: Deep Representation: Building a Semantic Image Search Engine
(www.infoq.com) 
Deep image understanding at Carousell
(medium.com) 
Audio Classification using FastAI and OntheFly Frequency Transforms
(towardsdatascience.com) 
A Structured Approach to Unsupervised Depth Learning from Monocular Videos
(ai.googleblog.com) 
Handling Imbalanced Datasets in Deep Learning
(towardsdatascience.com) 
Toward a deeper understanding of the way AI agents see things
(code.fb.com) 
Improved Grading of Prostate Cancer Using Deep Learning
(ai.googleblog.com)#deeplearning #machinelearning #imageprocessing #classifier

Presentation: Big Data and Deep Learning: A Tale of Two Systems
(www.infoq.com) 
A Comprehensive Handson Guide to Transfer Learning with RealWorld Applications in Deep Learning
(towardsdatascience.com) 
Breaking the Boundaries of Intelligent Video Analytics with DeepStream SDK 3.0
(devblogs.nvidia.com) 
Splitting Millions of Source Code Identifiers with Deep Learning
(blog.sourced.tech) 
How to Speed Up Deep Learning Inference Using TensorRT
(devblogs.nvidia.com) 
Opensourcing FBGEMM for stateoftheart serverside inference
(code.fb.com) 
Applying Deep Learning To Airbnb Search
(medium.com) 
Deep (Double) QLearning
(towardsdatascience.com) 
RealTime Noise Suppression Using Deep Learning
(devblogs.nvidia.com)#deeplearning #algorithms #mobile #realtime #audioprocessing

Deep Learning for Classifying Hotel Aesthetics Photos
(devblogs.nvidia.com) 
Decoded Entity Embeddings of Categorical Variables in Neural Networks
(towardsdatascience.com) 
Scaling up with Distributed Tensorflow on Spark
(towardsdatascience.com) 
QNNPACK: Open source library for optimized mobile deep learning
(code.fb.com) 
Detecting fake video needs to start with video authentication
(hackernoon.com) 
YouTube Is Making Machines Really Smart
(hackernoon.com) 
Applying Customer Feedback: How NLP & Deep Learning Improve Uber’s Maps
(eng.uber.com) 
Raster Vision: A New Open Source Framework for Deep Learning on Satellite and Aerial Imagery
(www.azavea.com) 
Applying Deep Learning to Metastatic Breast Cancer Detection
(ai.googleblog.com) 
The 4 Convolutional Neural Network Models That Can Classify Your Fashion Images
(towardsdatascience.com)#deeplearning #machinelearning #imageprocessing #neuralnet

DeepGL on Neo4j
(towardsdatascience.com) 
Introducing Petastorm: Uber ATG’s Data Access Library for Deep Learning
(eng.uber.com)#datapipeline #deeplearning #softwarearchitecture #bigdata

Semantic Segmentation with Deep Learning: A guide and code
(towardsdatascience.com) 
Deep learning made easier with transfer learning
(blog.fastforwardlabs.com) 
NVIDIA TensorRT Inference Server Boosts Deep Learning Inference
(devblogs.nvidia.com) 
Shop the Look with Deep Learning
(jobs.zalando.com) 
Video: Introduction to Recurrent Neural Networks in TensorRT
(devblogs.nvidia.com) 
Forecasting at Uber: An Introduction
(ubereng.wpengine.com) 
Coding Deep Learning for Beginners — Linear Regression: Gradient Descent
(towardsdatascience.com) 
Scaling Uber’s Customer Support Ticket Assistant (COTA) System with Deep Learning
(eng.uber.com)#datapipeline #deeplearning #datascience #softwarearchitecture

Presentation: Deep Learning for Application Performance Optimization
(www.infoq.com) 
A simple and intuitive explanation of Hinton’s Capsule Networks
(towardsdatascience.com) 
Tensor Ops Made Easier in cuDNN
(devblogs.nvidia.com) 
DeepSig: Deep Learning for Wireless Communications
(devblogs.nvidia.com) 
Facebook Research at KDD 2018
(research.fb.com) 
Deep learning for specific information extraction from unstructured texts
(towardsdatascience.com) 
Faster Deep Learning: Optimal DNN Primitives
(towardsdatascience.com) 
Specialized hardware for deep learning will unleash innovation
(www.oreilly.com) 
Accelerated Training and Inference with the Tensorflow Object Detection API
(ai.googleblog.com) 
Logo detection in Images using SSD
(towardsdatascience.com) 
Featurewise transformations
(distill.pub) 
From shallow to deep learning in fraud
(eng.lyft.com) 
The unreasonable effectiveness of Deep Learning Representations
(blog.insightdatascience.com) 
Sentence Classification using CNN with Deep Learning Studio
(towardsdatascience.com) 
Advanced DQNs: Playing Pacman with Deep Reinforcement Learning
(towardsdatascience.com) 
GUI Testing Powered by Deep Learning
(www.ebayinc.com) 
Scalable Deep Reinforcement Learning for Robotic Manipulation
(ai.googleblog.com) 
Maximizing NVIDIA DGX with Kubernetes
(devblogs.nvidia.com) 
Detecting image similarity using Spark, LSH and TensorFlow
(medium.com) 
Facebook open sources DensePose
(research.fb.com) 
Twitter meets TensorFlow
(blog.twitter.com) 
DeepMind’s Amazing Mix & Match RL Technique
(hackernoon.com) 
Code2Pix  Deep Learning Compiler for Graphical User Interfaces
(towardsdatascience.com) 
Data Augmentation Experimentation
(towardsdatascience.com) 
Intuitively Understanding Convolutions for Deep Learning
(towardsdatascience.com) 
Improving Deep Learning Performance with AutoAugment
(ai.googleblog.com) 
How To Create Natural Language Semantic Search For Arbitrary Objects With Deep Learning
(towardsdatascience.com) 
FashionMNIST with Deep Learning Studio:A Nonconformist approach towards Deep Learning
(towardsdatascience.com) 
Wide Residual Networks with Interactive Code
(towardsdatascience.com) 
Categorizing Listing Photos at Airbnb
(medium.com) 
Siamese Network & Triplet Loss
(towardsdatascience.com) 
An Augmented Reality Microscope for Cancer Detection
(ai.googleblog.com) 
Using Deep Convolutional Neural Networks (DCNNs) for Time Series Forecasting Using Tensorflow  Part 1
(blog.avenuecode.com) 
Deep Learning for Electronic Health Records
(ai.googleblog.com) 
Google Duplex: An AI System for Accomplishing RealWorld Tasks Over the Phone
(ai.googleblog.com) 
Advancing stateoftheart image recognition with deep learning on hashtags
(code.facebook.com) 
Building a more inclusive way to search
(medium.com) 
Build Your First Deep Learning Classifier using TensorFlow: Dog Breed Example
(towardsdatascience.com) 
Deep Learning and a New Programming Paradigm
(towardsdatascience.com) 
Deep learning in your browser: A brisk guide
(towardsdatascience.com) 
DeepVariant Accuracy Improvements for Genetic Datatypes
(research.googleblog.com) 
Introducing Semantic Experiences with Talk to Books and Semantris
(research.googleblog.com) 
Looking to Listen: AudioVisual Speech Separation
(research.googleblog.com) 
Differentiable Plasticity: A New Method for Learning to Learn
(eng.uber.com) 
Hyperparameters in action!
(towardsdatascience.com) 
Entity extraction using Deep Learning
(towardsdatascience.com) 
Using Machine Learning to Discover Neural Network Optimizers
(research.googleblog.com) 
Convolutional Neural Network to steer a vehicle inside a game
(towardsdatascience.com) 
Paper Repro: Deep Neuroevolution
(towardsdatascience.com) 
Music by means of natural selection
(towardsdatascience.com) 
Deep Learning for Time Series Prediction in Epidemiology
(towardsdatascience.com) 
Storage Performance Basics for Deep Learning
(devblogs.nvidia.com) 
Using Deep Learning to Facilitate Scientific Image Analysis
(research.googleblog.com) 
How I implemented iPhone X’s FaceID using Deep Learning in Python.
(towardsdatascience.com) 
Using Deep Learning to improve FIFA 18 graphics
(towardsdatascience.com) 
Semantic Image Segmentation with DeepLab in Tensorflow
(research.googleblog.com) 
Exploring DeepFakes
(hackernoon.com) 
Building a Next Word Predictor in Tensorflow
(towardsdatascience.com) 
How to build a deep learning model in 15 minutes
(tech.instacart.com) 
How to use deeplearning to quantify pollinator behavior I
(towardsdatascience.com) 
Under the hood: Suicide prevention tools powered by AI
(code.facebook.com) 
Neural Voice Cloning with a Few Samples
(research.baidu.com)#deeplearning #machinelearning #audioprocessing #research

Using Deep Learning for Structured Data with Entity Embeddings
(towardsdatascience.com) 
Assessing Cardiovascular Risk Factors with Computer Vision
(research.googleblog.com) 
Solving SpaceNet Road Detection Challenge With Deep Learning
(devblogs.nvidia.com) 
Building deep learning neural networks using TensorFlow layers
(www.oreilly.com) 
Announcing Tensor Comprehensions
(research.fb.com) 
Automatic feature engineering using deep learning and Bayesian inference
(towardsdatascience.com) 
Deep Learning with Python
(towardsdatascience.com) 
Building a Deep Neural Net In Google Sheets
(towardsdatascience.com) 
Using deep learning to generate offensive license plates
(towardsdatascience.com) 
CrossLingual EndtoEnd Product Search with Deep Learning
(jobs.zalando.com) 
Learning Artistic Styles from Images
(towardsdatascience.com) 
Deep Functor
(becominghuman.ai) 
Deep Generative Models
(towardsdatascience.com) 
Practical Text Generation with Tensorflow Serving
(towardsdatascience.com) 
Building a Deep Neural Network to play FIFA 18
(towardsdatascience.com) 
How to write some Walt Whitman style poetry using Deep Learning
(hackernoon.com) 
Basics of image classification with Keras
(towardsdatascience.com) 
Understanding Learning Rates and How It Improves Performance in Deep Learning
(towardsdatascience.com) 
The 3 Tricks That Made AlphaGo Zero Work
(hackernoon.com) 
Introduction to LSTMs with TensorFlow
(www.oreilly.com) 
Deep learning for sensorbased human activity recognition
(becominghuman.ai) 
How to build a deep learning server based on Docker
(becominghuman.ai) 
Medical Imaging Meets NIPS: A summary
(towardsdatascience.com) 
Predicting Land Use in the Amazon using Deep Learning
(www.azavea.com) 
Towards Forms Text Recognition using Deep Learning
(becominghuman.ai) 
From Perceptron to Deep Neural Nets
(becominghuman.ai) 
Introduction to Deep Learning Trading in Hedge Funds
(www.toptal.com) 
Meet Artificial Neural Networks
(towardsdatascience.com) 
Understanding CapsNet (Part 1)
(becominghuman.ai)#deeplearning #machinelearning #imageprocessing #neuralnet

Distributed TensorFlow
(www.oreilly.com) 
A distributed computation system for deep learning experiments with Docker Compose and RabbitMQ.
(deezer.io) 
Welcoming the Era of Deep Neuroevolution
(eng.uber.com) 
Deep Learning with PyTorch and GPUs on DC/OS
(mesosphere.com) 
Simple Image Classification using Convolutional Neural Network — Deep Learning in python.
(becominghuman.ai) 
Uber Drives Distributed Deep Learning Forward
(mesosphere.com) 
PaddlePaddle Fluid: Elastic Deep Learning on Kubernetes
(research.baidu.com) 
Deep Learning Scaling is Predictable, Empirically
(research.baidu.com) 
Word Embeddings with Gensim
(becominghuman.ai) 
TensorRT 3: Faster TensorFlow Inference and Volta Support
(devblogs.nvidia.com) 
DeepVariant: Highly Accurate Genomes With Deep Neural Networks
(research.googleblog.com) 
Using Artificial Intelligence to Augment Human Intelligence
(distill.pub) 
Facebook showcases latest research at NIPS 2017
(research.fb.com) 
Machine Learning WAVE Files with TensorFlow
(becominghuman.ai)#deeplearning #machinelearning #tensorflow #audioprocessing

Uncovering the Intuition behind Capsule Networks and Inverse Graphics: Part I
(hackernoon.com) 
Google at NIPS 2017
(research.googleblog.com) 
Interpreting Deep Neural Networks with SVCCA
(research.googleblog.com) 
The Incredible Convergence Of Deep Learning And Genomics
(hackernoon.com) 
Getting Started with TensorFlow: A Machine Learning Tutorial
(www.toptal.com) 
Representation learning and language
(becominghuman.ai) 
Deep Learning in Courier: Thoughts, Tips And Whatnot
(becominghuman.ai) 
GANs for Simulation, Representation and Inference
(becominghuman.ai) 
Improving TripAdvisor Photo Selection With Deep Learning
(engineering.tripadvisor.com)#deeplearning #machinelearning #imageprocessing #classifier

OnDevice Conversational Modeling with TensorFlow Lite
(research.googleblog.com) 
Human Pose Matching on mobile — a fun application using Human Pose Estimation (Part 1 Intro)
(becominghuman.ai)#deeplearning #machinelearning #imageprocessing #videoprocessing

Understand and apply CapsNet on Traffic sign classification
(becominghuman.ai) 
State of Deep Learning in Computer Vision
(tech.showmax.com) 
Generative Adversarial Networks — A Deep Learning Architecture
(becominghuman.ai) 
Machine Learning: Handbag Brand and Color Detection using Deep Neural Networks.
(technology.condenast.com)#deeplearning #machinelearning #imageprocessing #classifier

Crash Catcher: Detecting Car Crashes in Video
(blog.insightdatascience.com)#deeplearning #machinelearning #imageprocessing #neuralnet

AutoML for large scale image classification and object detection
(research.googleblog.com) 
Uber AI Labs Open Sources Pyro, a Deep Probabilistic Programming Language
(eng.uber.com)#deeplearning #Probabilisticprogramming #framework #opensource

Neural Network Learning Internals(Error Function Surface, NonConvexity, SGD Optimization)
(becominghuman.ai) 
Beat Atari with Deep Reinforcement Learning! (Part 2: DQN improvements)
(becominghuman.ai) 
Training an Architectural Classifier
(hackernoon.com) 
What exactly is deep learning, and how does the magic happen?
(hackernoon.com) 
Traffic Sign Recognition using Convolutional Neural Network
(hackernoon.com) 
Programming Tensor Cores in CUDA 9
(devblogs.nvidia.com) 
Meet Horovod: Uber’s Open Source Distributed Deep Learning Framework for TensorFlow
(eng.uber.com) 
TensorFlow Lattice: Flexibility Empowered by Prior Knowledge
(research.googleblog.com) 
MixedPrecision Training of Deep Neural Networks
(devblogs.nvidia.com) 
State of Deep Learning in Computer Vision
(tech.showmax.com) 
Mixed Precision Training
(research.baidu.com) 
Training AI for SelfDriving Vehicles: the Challenge of Scale
(devblogs.nvidia.com) 
Catching up: The Nearfuture of Commercial AI
(blog.insightdatascience.com) 
Solving the Schrödinger equation with deep learning
(becominghuman.ai) 
RNNoise: Using Deep Learning for Noise Suppression
(hacks.mozilla.org)#deeplearning #machinelearning #neuralnet #audioprocessing

A StateoftheArt Method for Generating PhotoRealistic Textures in Real Time
(jobs.zalando.com)#deeplearning #machinelearning #imageprocessing #research

Art’Em  Week 2
(software.intel.com) 
Image Data PreProcessing for Neural Networks
(becominghuman.ai) 
Behind the Code: Cognitive Highlights at the US Open
(developer.ibm.com) 
Facebook and Microsoft introduce new open ecosystem for interchangeable AI frameworks
(research.fb.com) 
Deep NLPbased Recommenders at Finn.no
(tech.finn.no) 
Deep Learning with Intel’s BigDL and Apache Spark
(blog.cloudera.com) 
Beat Atari with Deep Reinforcement Learning! (Part 0: Intro to RL)
(becominghuman.ai) 
A SpatialTemporal Modeling Framework for Largescale Video Understanding
(research.baidu.com) 
Deep Learning can tell a gentleman by his shoes  Tensor Flow
(becominghuman.ai) 
Scaling Keras Model Training to Multiple GPUs
(devblogs.nvidia.com) 
Harness the Power of Machine Learning in Your Browser with Deeplearn.js
(research.googleblog.com) 
Introduction to Imitation Learning
(blog.statsbot.co) 
Sharing new machine learning insights at ICML 2017
(research.fb.com) 
Google at ICML 2017
(research.googleblog.com) 
Transitioning entirely to neural machine translation
(code.facebook.com) 
Machine Learning Translation and the Google Translate Algorithm
(blog.statsbot.co) 
Deep Learning — from Prototype to Production
(becominghuman.ai) 
Deep Learning at GILT
(tech.gilt.com) 
Teaching Robots to Understand Semantic Concepts
(research.googleblog.com) 
Deep Learning for Automated Driving with MATLAB
(devblogs.nvidia.com) 
Using Deep Learning to Create ProfessionalLevel Photographs
(research.googleblog.com) 
Revisiting the Unreasonable Effectiveness of Data
(research.googleblog.com) 
Building Your Own Neural Machine Translation System in TensorFlow
(research.googleblog.com) 
Deep learning on Apache Spark and Apache Hadoop with Deeplearning4j
(blog.cloudera.com) 
Is this metastasis?
(blog.insightdatascience.com) 
Using Deep Learning to Reconstruct HighResolution Audio
(blog.insightdatascience.com)