Brais Martinez

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SAMSUNG

High-Capacity Expert Binary Networks

Network binarization is a promising hardware-aware direction for creatin...
10/07/2020 ∙ by Adrian Bulat, et al. ∙ 0 ∙ share

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Towards practical lipreading with distilled and efficient models

Lipreading has witnessed a lot of progress due to the resurgence of neur...
07/13/2020 ∙ by Pingchuan Ma, et al. ∙ 0 ∙ share

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Egocentric Action Recognition by Video Attention and Temporal Context

We present the submission of Samsung AI Centre Cambridge to the CVPR2020...
07/03/2020 ∙ by Juan-Manuel Pérez-Rúa, et al. ∙ 2 ∙ share

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Knowing What, Where and When to Look: Efficient Video Action Modeling with Attention

Attentive video modeling is essential for action recognition in unconstr...
04/02/2020 ∙ by Juan-Manuel Pérez-Rúa, et al. ∙ 14 ∙ share

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Training Binary Neural Networks with Real-to-Binary Convolutions

This paper shows how to train binary networks to within a few percent po...
03/25/2020 ∙ by Brais Martinez, et al. ∙ 9 ∙ share

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Knowledge distillation via adaptive instance normalization

This paper addresses the problem of model compression via knowledge dist...
03/09/2020 ∙ by Jing Yang, et al. ∙ 17 ∙ share

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BATS: Binary ArchitecTure Search

This paper proposes Binary ArchitecTure Search (BATS), a framework that ...
03/03/2020 ∙ by Adrian Bulat, et al. ∙ 31 ∙ share

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Lipreading using Temporal Convolutional Networks

Lip-reading has attracted a lot of research attention lately thanks to a...
01/23/2020 ∙ by Brais Martinez, et al. ∙ 13 ∙ share

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Action recognition with spatial-temporal discriminative filter banks

Action recognition has seen a dramatic performance improvement in the la...
08/20/2019 ∙ by Brais Martinez, et al. ∙ 26 ∙ share

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Fusing Deep Learned and Hand-Crafted Features of Appearance, Shape, and Dynamics for Automatic Pain Estimation

Automatic continuous time, continuous value assessment of a patient's pa...
01/17/2017 ∙ by Joy Egede, et al. ∙ 0 ∙ share

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A Functional Regression approach to Facial Landmark Tracking

Linear regression is a fundamental building block in many face detection...
12/07/2016 ∙ by Enrique Sánchez-Lozano, et al. ∙ 0 ∙ share

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Cascaded Continuous Regression for Real-time Incremental Face Tracking

This paper introduces a novel real-time algorithm for facial landmark tr...
08/03/2016 ∙ by Enrique Sánchez-Lozano, et al. ∙ 0 ∙ share

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Brais Martinez

Featured Co-authors

Li Zhang

Tao Xiang

Maja Pantic

Jing Yang

Xiatian Zhu

Georgios Tzimiropoulos

Stavros Petridis

Yuanjun Xiong

Adrian Bulat

Pingchuan Ma

Michel Valstar

High-Capacity Expert Binary Networks

Towards practical lipreading with distilled and efficient models

Egocentric Action Recognition by Video Attention and Temporal Context

Knowing What, Where and When to Look: Efficient Video Action Modeling with Attention

Training Binary Neural Networks with Real-to-Binary Convolutions

Knowledge distillation via adaptive instance normalization

BATS: Binary ArchitecTure Search

Lipreading using Temporal Convolutional Networks

Action recognition with spatial-temporal discriminative filter banks

Fusing Deep Learned and Hand-Crafted Features of Appearance, Shape, and Dynamics for Automatic Pain Estimation

A Functional Regression approach to Facial Landmark Tracking

Cascaded Continuous Regression for Real-time Incremental Face Tracking