Artsiom Ablavatski (CV)

My main interests lay in Machine learning and Deep learning in the application for solving real-world computer vision tasks - scene and human live perception.

Build fast, sparse on-device models with the new TF MOT Pruning API

Yunlu Li and Artsiom Ablavatski | TensorFlow Blog | 2021

Accelerating Neural Networks on Mobile and Web with Sparse Inference

Artsiom Ablavatski and Marat Dukhan | Google AI Blog | 2021

Objectron: A Large Scale Dataset of Object-Centric Videos in the Wild with Pose Annotations

Adel Ahmadyan, Liangkai Zhang, Jianing Wei, Artsiom Ablavatski, Matthias Grundmann | Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) | 2021

Instant 3D Object Tracking with Applications in Augmented Reality

Adel Ahmadyan, Tingbo Hou, Jianing Wei, Liangkai Zhang, Artsiom Ablavatski, Matthias Grundmann | Proceedings of the CVPR Workshop on Computer Vision for AR/VR | 2020

Attention Mesh: High-fidelity Face Mesh Prediction in Real-time

Ivan Grishchenko, Artsiom Ablavatski, Yury Kartynnik, Karthik Raveendran, Matthias Grundmann | Proceedings of the CVPR Workshop on Computer Vision for AR/VR | 2020

Real-time Pupil Tracking from Monocular Video for Digital Puppetry

Artsiom Ablavatski, Andrey Vakunov, Ivan Grishchenko, Karthik Raveendran, Matsvei Zhdanovich | Proceedings of the CVPR Workshop on Computer Vision for AR/VR | 2020

The Two-Pass Softmax Algorithm

Marat Dukhan, Artsiom Ablavatski | Proceedings the 6th IEEE International Workshop on High-Performance Big Data and Cloud Computing | 2020

Real-time Facial Surface Geometry from Monocular Video on Mobile GPUs

Yury Kartynnik, Artsiom Ablavatski, Ivan Grishchenko, Matthias Grundmann | Proceedings of the CVPR Workshop on Computer Vision for AR/VR | 2019

Real-time Hair Segmentation and Recoloring on Mobile GPUs

Andrei Tkachenka, Gregory Karpiak, Andrey Vakunov, Yury Kartynnik, Artsiom Ablavatski, Valentin Bazarevsky, Siargey Pisarchyk | Proceedings of the CVPR Workshop on Computer Vision for AR/VR | 2019

Real-Time AR Self-Expression with Machine Learning

Artsiom Ablavatski and Ivan Grishchenko | Google AI Blog | 2019

WordFence: Text Detection in Natural Images with Border Awareness

Andrei Polzounov, Artsiom Ablavatski, Sergio Escalera Guerrero, Shijian Lu, Jianfei Cai | Proceedings of the IEEE ICIP | 2017

Enriched Deep Recurrent Visual Attention Model for Multiple Object Recognition

Artsiom Ablavatski, Shijian Lu, Jianfei Cai | Proceedings of the IEEE Winter Conference on Applications of Computer Vision (WACV) | 2017

Important Aspects of Software Projects Evaluation

Artsiom Ablavatski | Eurasian scientific forum “Integration processes in Eurasia: progress, problems and prospects” | 2013

Main Design Patterns In Mobile Applications

Artsiom Ablavatski, Victor Khaustov | International Scientific-Practical Conference WebConf-2012 | 2012