Who Leads the Self-Driving Cars Race? State-of-Affairs in Autonomous Driving

30 January 2019
self-driving cars

Who Leads the Self-Driving Cars Race? State-of-Affairs in Autonomous Driving

Within just a couple of years, self-driving cars have gone from science fiction to “now commercially available” road-bound reality. This year’s CES (the largest consumer electronics show) was “flooded” with…

EXAM – State-of-The-Art Method for Text Classification

24 December 2018
text classification EXAM

EXAM – State-of-The-Art Method for Text Classification

One of the widely used Natural Language Processing & Supervised Machine Learning (ML) task in different problems and used cases is the so-called Text Classification. It is an example of…

Dissecting GANs for Better Understanding and Visualization

5 December 2018
dissecting gan paper

Dissecting GANs for Better Understanding and Visualization

GANs can be taught to create (or generate) worlds similar to our own in any domain: images, music, speech, etc. Since 2014, a large number of improvements of GANs have…

PIFR: Pose Invariant 3D Face Reconstruction

26 November 2018
pifr reconstruction

PIFR: Pose Invariant 3D Face Reconstruction

3D face geometry needs to be recovered from 2D images in many real-world applications, including face recognition, face landmark detection, 3D emoticon animation etc. However, this task remains challenging especially…

BrainNet – Brain-to-Brain Interface for Direct Collaboration Between Brains

23 October 2018
brain-to-brain interface

BrainNet – Brain-to-Brain Interface for Direct Collaboration Between Brains

In the past few years, the brain to direct computer communication started to gain more and more attention. A few breakthroughs have traced the path for researchers towards building a…

Fooling Facial Recognition: Fast Method for Generating Adversarial Faces

2 October 2018
Fooling Facial Recognition Fast Method for Generating Adversarial Faces

Fooling Facial Recognition: Fast Method for Generating Adversarial Faces

With the rapid progress and state-of-the-art performance in a wide range of tasks, deep learning based methods are in use in a large number of security-sensitive and critical applications. However,…

This Neural Network Evaluates Natural Scene Memorability

1 October 2018
natural scene memorability score by neural network

This Neural Network Evaluates Natural Scene Memorability

One hallmark of human cognition is the splendid capacity of recalling thousands of different images, some in details, after only a single view. Not all photos are remembered equally in…

Temporal Relational Reasoning in Videos

25 September 2018
temporal relation network

Temporal Relational Reasoning in Videos

The ability to reason about the relations between entities over time is crucial for intelligent decision-making. Temporal relational reasoning allows intelligent species to analyze the current situation relative to the…

Identity Verification with Deep Learning: ID-Selfie Matching Method

24 September 2018
ID selfie verification

Identity Verification with Deep Learning: ID-Selfie Matching Method

A large number of daily activities in our lives require identity verification. Identity verification provides a security mechanism starting from access control to systems all the way to at border crossing…