Research Engineer Position - Bellaterra, España - Centre de Visio per Computador

Centre de Visio per Computador

Empresa verificada

Bellaterra, España

hace 2 semanas

Publicado por:

Isabel García

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Descripción

About CVC

The Computer Vision Center (CVC) is a non-profit research center established in 1995 by the Generalitat de Catalunya and the Universitat Autònoma de Barcelona (UAB).

Its mission is to carry out cutting-edge research that has the highest international impact in the field of computer vision.

It also promotes the transference of knowledge to industry and society. Computer vision is an exciting research area and an omnipresent technology, essentially empowering machines with the sense of vision. The CVC is a successful marriage between knowledge and innovation. In addition, we have established lasting ties with industrial partners and created several spin-off companies.

The position is linked to a

National Project:
the "Knowledge Transfer for Deep Representations" (DeepTR), funded by Ministerio de Ciencia, Innovación y Univerisades.

The project covers research topics that include transfer learning, continual learning and domain adaptation with deep neural networks with a focus on visual data.

Research area or group

The Learning and Machine Perception (LAMP) group: The Learning and Machine Perception (LAMP) group at the Computer Vision Center performs fundamental research and technology transfer in the field of machine learning for semantic visual data understanding.

The group works with a wide variety of visual data sources:
from multispectral, medical imagery and consumer camera images, to live webcam streams and video data.

The returning objective is the design of efficient and accurate algorithm for the automatic extraction of semantic information from visual media.

Context and Mission

Main responsibilities

Implementation of algorithms for FACIL framework for continual learning (opensource code)
Run evaluation of newly added code, and analyze results.
Optimize code based on findings of the previous analyses. Assist in the preparation of publication of the result.

Job knowledge, skills and experience

Implementation of deep learning algorithms
Prior experience with Pytorch library
Ability to think creatively, work independently and make decisions.
Ability to take initiative, prioritize and work under set deadlines and pressure.

Highly valuable skills

Prior knowledge of continual learning
Prior knowledge of transfer learning

Conditions

The position will be located at Computer Vision Center (Campus Universitat Autònoma de Barcelona).
We offer a fulltime contract, a good environment, flexible working hours
Duration: 12 months
Starting date: 02/05/2023

OTM-R principles for selection processes
For more information follow this link