Search Results for author: Artsiom Ablavatski

Found 9 papers, 5 papers with code

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

1 code implementation19 Jun 2020 Ivan Grishchenko, Artsiom Ablavatski, Yury Kartynnik, Karthik Raveendran, Matthias Grundmann

We present Attention Mesh, a lightweight architecture for 3D face mesh prediction that uses attention to semantically meaningful regions.

Vocal Bursts Intensity Prediction

The Two-Pass Softmax Algorithm

3 code implementations13 Jan 2020 Marat Dukhan, Artsiom Ablavatski

Performance evaluation demonstrates that on out-of-cache inputs on an Intel Skylake-X processor the new Two-Pass algorithm outperforms the traditional Three-Pass algorithm by up to 28% in AVX512 implementation, and by up to 18% in AVX2 implementation.

Vocal Bursts Valence Prediction

Real-time Hair Segmentation and Recoloring on Mobile GPUs

no code implementations15 Jul 2019 Andrei Tkachenka, Gregory Karpiak, Andrey Vakunov, Yury Kartynnik, Artsiom Ablavatski, Valentin Bazarevsky, Siargey Pisarchyk

We present a novel approach for neural network-based hair segmentation from a single camera input specifically designed for real-time, mobile application.

Segmentation

Enriched Deep Recurrent Visual Attention Model for Multiple Object Recognition

no code implementations12 Jun 2017 Artsiom Ablavatski, Shijian Lu, Jianfei Cai

We design an Enriched Deep Recurrent Visual Attention Model (EDRAM) - an improved attention-based architecture for multiple object recognition.

Object Recognition

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