DeepPrivacy: GAN Network Anonymizes Images Using Generated Faces

14 September 2019

DeepPrivacy: GAN Network Anonymizes Images Using Generated Faces

A group of researchers from the Norwegian University of Science and Technology has proposed a method for automatic face anonymization by superimposing a generated face on the input image. The…

SynVAE: Neural Network That Translates Visual Art Into Music

13 September 2019

SynVAE: Neural Network That Translates Visual Art Into Music

Researchers from the University of Amsterdam proposed a method that can translate visual art into music. Their method, called SynVAE or Synesthetic Variational Autoencoder leverages the power of deep autoencoder…

Google Released Two New Natural Language Dialog Datasets

11 September 2019

Google Released Two New Natural Language Dialog Datasets

Google AI announced that it is releasing two new natural language dialog datasets: Coached Conversational Preference Elicitation (CCPE) and Taskmaster-1. According to Google researchers, the idea behind the development of…

DeepMind Released Four New Multi-Object Datasets

7 September 2019

DeepMind Released Four New Multi-Object Datasets

Deepmind researchers have released new datasets for multi-object representation learning. The datasets (4 in total) contain multi-object scene images, where each of the images is accompanied by ground truth data…

Neural Network Generates In-Game Characters of Players From A Single Photo

4 September 2019

Neural Network Generates In-Game Characters of Players From A Single Photo

A group of researchers from NetEase Fuxi AI Lab has developed a method that uses deep learning to generate in-game characters of players according to an input image. The proposed…

Chinese Deepfake App Zao Uses AI To Turn You Into a Hollywood Actor

3 September 2019

Chinese Deepfake App Zao Uses AI To Turn You Into a Hollywood Actor

A new Chinese app that uses deepfakes AI has become one of the most downloaded mobile applications after its launch on Friday in China. The app that turns a selfie…

Are Weights Really Important? Researchers From Google Proposed Weight-Agnostic Neural Networks

3 September 2019

Are Weights Really Important? Researchers From Google Proposed Weight-Agnostic Neural Networks

Researchers from Google have proposed a new type of deep neural networks – Weight-agnostic Neural Networks, which are able to perform various tasks even when they use random weights. In…

Neural Network Can Generate Up To 8x Super-resolved Images

31 August 2019

Neural Network Can Generate Up To 8x Super-resolved Images

Researchers from the Korean Advanced Institute of Science and Technology, have developed a method for face Super-Resolution that can generate photo-realistic 8x super-resolved images. The new method is based on…

iCassava 2019: Dataset and Kaggle Challenge for Detecing Plant Diseases From Images

27 August 2019

iCassava 2019: Dataset and Kaggle Challenge for Detecing Plant Diseases From Images

A group of researchers from Google Research and the Makerere University has released a new dataset of labeled and unlabeled cassava leaves along with a Kaggle challenge for fine-grained visual…

UAR: New Metric For Testing Robustness Against Unforeseen Adversarial Attacks

24 August 2019

UAR: New Metric For Testing Robustness Against Unforeseen Adversarial Attacks

In their new paper, researchers from OpenAI introduce a new metric which evaluates the robustness of neural network classifiers against unforeseen adversarial examples. The new metric, called UAR (Unforeseen Attack…

OpenAI Released The Largest GPT-2 Model With 774 Million Parameters

21 August 2019

OpenAI Released The Largest GPT-2 Model With 774 Million Parameters

Six months after OpenAI published the paper on their new, large and powerful generative model for NLP – GPT-2, today the non-profit announced that it is releasing the 774 million…

Google Released New Real-time Hand Tracking Algorithm

21 August 2019

Google Released New Real-time Hand Tracking Algorithm

Valentin Bazarevsky and Fan Zhang, Research Engineers from Google Research have presented a real-time hand tracking software that can run on mobile devices. Deep learning-based methods have shown unprecedented performance…

New CNN Model For Lane Detection Using Self Attention

18 August 2019

New CNN Model For Lane Detection Using Self Attention

A group of researchers, led by Yuenan Hou from the Chinese University of Hong Kong has released a new state-of-the-art method for lane markings detection. The problem of lane markings…

U-GAT-IT – New State-of-the-art Method For Image-to-Image Translation

17 August 2019

U-GAT-IT – New State-of-the-art Method For Image-to-Image Translation

A group of researchers from NCSOFT and Boeing Korea Engineering and Technology Center has proposed a novel state-of-the-art method for image-to-image translation. By introducing several novelties, researchers managed to build…

DeepMind Uses Machine Learning To Track Serengeti Wildlife

15 August 2019

DeepMind Uses Machine Learning To Track Serengeti Wildlife

Researchers from Deepmind have joined forces with ecologists and conservationists to use machine learning for the purpose of studying wildlife behavior in Tanzania’s Serengeti National Park. The project builds upon…

Google AI Released A Novel Self-Supervised Method for Video Understanding

13 August 2019

Google AI Released A Novel Self-Supervised Method for Video Understanding

A group of researchers from Google Research and Deepmind has proposed a novel, self-supervised method for video understanding. The new method, called Temporal Cycle-Consistency Learning (TCC) is able to align…

Researchers Used Machine Learning To Map Entire Fruit Fly Brain

6 August 2019

Researchers Used Machine Learning To Map Entire Fruit Fly Brain

Researchers from Google, in collaboration with researchers from Janelia Research Campus and Cambridge University, have presented a method for fully automated reconstruction of an entire fruit fly brain. In their…

Gated-SCNN: New State-of-the-art Method for Semantic Segmentation

31 July 2019

Gated-SCNN: New State-of-the-art Method for Semantic Segmentation

A group of researchers from NVIDIA, the University of Waterloo, the University of Toronto and the Vector Institute have published a new state-of-the-art method for semantic segmentation. The novel method…

Facebook AI Research Released AI-powered Tools To Map The World

26 July 2019

Facebook AI Research Released AI-powered Tools To Map The World

Facebook AI researchers have released details of a new method for generating maps and predicting road networks using deep learning and satellite images. The new method achieves state-of-the-art results in…

Lyft Open-Sourced Its Level 5 Autonomous Driving Dataset

25 July 2019

Lyft Open-Sourced Its Level 5 Autonomous Driving Dataset

Lyft has open-sourced its autonomous driving dataset from its Level 5 self-driving fleet. The dataset, as one of the largest publicly available datasets of this kind, contains high-quality data from…

Researchers Release A Dataset of Natural Adversarial Examples

23 July 2019

Researchers Release A Dataset of Natural Adversarial Examples

Researchers have shown that deep neural network classifiers fail to produce correct output when given specific samples with minor feature perturbations called adversarial examples. Generally, adversarial examples were created intentionally…