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Si te interesa ganar una base de U$S 2000 dólares por mes trabajando part-time desde tu casa, este es el momento de prepararte para lograrlo
La Escuela de Formación Continua del  Centro de Graduados de Ingeniería de la UBA invita a participar del curso online “Conversando sobre Inteligencia Artificial con Omar Fazzito” que se realizará los días lunes de 18 a 20, hora de Buenos Aires, Argentina, GMt-3  a partir del lunes 7 de marzo. 

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https://www.youtube.com/c/CentrodeGraduadosdeIngenieria 

Conversando sobre Inteligencia Artificial con Omar Fazzito

Seminario teórico online
Horario: lunes de 18 a 20, hora de Buenos Aires, Argentina, GMT-3
Es un curso de 6 meses
Comienzo: lunes 7 de marzo
Son 48 horas en 24 clases de dos horas

LAS CLASES DE GRABAN Y QUEDAN DISPONIBLES

Curso semiexclusivo para los suscriptores del PLAN ORO del CGFIUBA, TEMPORADA 2022, Certificado Profesional en IA del CGFIUBA.

ARANCEL DEL CURSO (Para no suscriptores)

En pesos argentinos: AR$ 60.000 – En dólares: U$S 499

Se puede abonar en 5 cuotas de AR$ 12.000, abonando la primera cuota en el mes de febrero
En marzo se abona la cuota 2

TEMARIO

* Fundamentos de Redes neuronales y aprendizaje profundo

– Introducción a la Inteligencia Artificial
– Fundamentos de las Redes Neuronales
– Shallow Neural Networks
– Deep Neural Networks

* Redes neurales a fondo

– Aspectos prácticos de Deep Learning
– Train / Dev / Test sets
– Bias / Variance
– Recetas básicas para Machine Learning
– Regularización
– Normalización
– Vanishing / Exploding Gradients
– Weight Initialization for Deep Networks
– Algoritmos de optimización
– Hyperparameter Tuning,
– Batch Normalization
– Programming Frameworks

* Arquitectura de proyectos de Machine Learning

– Estrategias de Machine Learning
– Métricas
– Ortogonalización
– Data Mismatch  
– Transfer Learning
– Multi-task Learning

* Keras y Tensorflow

– Modelos secuenciales
– La API funcional de Keras

* Proyectos con Redes Neuronales Convolucionales – Computer Vision

– Object detection
– El algoritmo Yolo

* Proyectos con Redes Neuronales Recurrentes – Natural Language Processing

– Clasificador de textos

Sobre el docente: Omar Gabriel Fazzito

Profesional del área de sistemas hace más de 20 años. Ha cursado la Deep Learning Specialization de Coursera con Andrew Ng. Python completo con Ariel Thenon. Certificado Profesional en Deep Learning del CGFIUBA (en trámite). Es docente del curso “Python para todos” de la Escuela de Formación Continua del Centro de Graduados de Ingeniería de la UBA. Es presidente de la cooperativa de trabajo “Tu éxito profesional”, la pata de proyectos del CGFIUBA. Especialista en Computer Vision y YOLO V4, es director del proyecto “Detección de Infracciones de Tránsito”.  


FORMULARIO DE INSCRIPCIÓN: https://forms.gle/5XZT3b7iMGJ3PTvh8

PRÓXIMAS ACTIVIDADES –  Toda la info en www.graduadosfiuba.org
Blockchain – Protocolo de confianza
Trust Essentials
Definiremos elementos de confianza en blockchain y discutiremos el protocolo de Consenso.
Mini curso gratuito online
Viernes 25 de febrero de 18.30 a 21.30, hora de Buenos Aires, Argentina GMT-3

INSCRIPCIÓN: https://forms.gle/3i3tgnHtLDCx4xnYA

PROJECT MANAGEMENT DE GOOGLE – CURSO GRATUITO
Modalidad: online
26 de febrero de 9.30 a 12.30, hora de Buenos Aires, GMT-3
Especialización en Project management
Docente: Ingeniera UBA Marina Sillitti
GESTIÓN DE PROYECTOS CON CONTENIDOS PROPIOS (además de los públicos de Google)

DATA ANALYTICS
Curso online
Horario: Sábados de 9 a 11 – Hora de Buenos Aires, Argentina GMT-3
Comienzo: Sábado 5 de marzo
Es un curso de 8 meses
INSCRIPCIÓN: https://forms.gle/GFAh2JWSbmt57i7m8

Project Management
Curso online
Horario: Sábados de 11 a 13 – Hora de Buenos Aires, Argentina GMT-3
Comienzo: Sábado 5 de marzo
Es un curso de 6 meses
INSCRIPCIÓN: https://forms.gle/o9T4AjN2jZhB8QsN7

Tensorflow Data and Deployment
Especialización de Coursera con tutor
Curso online
Horario: sábados de 14 a 18 – Hora de Buenos Aires GMT-3
Comienzo: sábado 5 de marzo
ES UN CURSO DE 4 MESES
INSCRIPCIÓN: https://forms.gle/PrbPVQywKhnN8ff79

Conversando sobre Inteligencia Artificial con Omar Fazzito
Seminario teórico online
Horario: lunes de 18 a 20, hora de Buenos Aires, Argentina, GMT-3
Es un curso de 6 meses
Comienzo: lunes 7 de marzo
Son 48 horas en 24 clases de dos horas
INSCRIPCIÓN: https://forms.gle/1fsaUGZq8yLEutZk6

Django for Everybody
Curso gratuito online
Días de cursada: lunes 07 de marzo, martes 8 , miércoles 9, jueves 10 de marzo y viernes 11 de marzo
Horario: de 18.30 a 21.30, hora de Buenos Aires, Argentina, GMT-3
INSCRIPCIÓN: https://forms.gle/X8vsbLNdgk4TwKGH7

Deep Learning de punta a punta
Martes y miércoles de 18.30 a 21.30, hora de Buenos Aires, Argentina, GMT-3
Es un curso de 6 meses
Comienzo: martes 8 de marzo
INSCRIPCIÓN:  https://forms.gle/1vmhsVSwTWBqCwMV7

Introducción a la Programación con Python
Curso online
Horario: Jueves de 18.30 a 21.30 – Hora de Buenos Aires GMT-3
Comienzo: jueves 10 de marzo
Es un curso de 12 horas en 4 clases de 3 horas
INSCRIPCIÓN: https://forms.gle/mjsZ7CWtBD38yqaD8

Análisis de datos con Python
Curso online
Horario: Jueves de 18.30 a 21.30 – Hora de Buenos Aires, Argentina GMT-3
Comienzo: Jueves  14 de abril
Es un curso de 15 horas en 5 clases de 3 horas
INSCRIPCIÓN:https://forms.gle/Di8VhLe4AXxKWcqK8

Machine Learning a fondo
Curso online
Horario: Jueves de 18.30 a 21.30 – Hora de Buenos Aires, Argentina GMT-3
Comienzo: Jueves  2 de junio
Es un curso de 18 horas en 6 clases de 3 horas
INSCRIPCIÓN:https://forms.gle/1QoHBupBREwJi85L6

Python avanzado
Curso online
Horario: Jueves de 18.30 a 21.30 – Hora de Buenos Aires, Argentina GMT-3
Comienzo: Jueves   4 de agosto
Es un curso de 18 horas en 6 clases de 3 horas
INSCRIPCIÓN:https://forms.gle/p74AuTvbPKh22QzeA

CFP: IEEE RO-MAN 2022 special session on Safe Human-Robot Collaboration

Special session: Safe Human-Robot Cooperation and Collaboration in manufacturing environments

31th IEEE International Conference on Robot and Human Interactive Communication (IEEE RO-MAN 2022)
29/8-2/9 2022 Naples, Italy
http://www.smile.unina.it/ro-man2022/

Submission deadline: 15th of March 2022
Special session code: n17r1

CVPR 2022 Workshop on Computer Vision for Fashion, Art, and Design : Call for Submissions

5th Workshop on Computer Vision for Fashion, Art, and Design


CVPR 2022 Workshop

June 19, 2022

Virtual event

https://sites.google.com/view/cvfad2022/home

Creative domains, such as fashion, art and design, are a significant part of modern society, and much effort centers around the creation, consumption and analytics of creative visual content. In recent years, there has been an explosion of research in applying machine learning and computer vision algorithms to various aspects of the creative domains, including generating, analyzing and processing visual content.

Our Computer Vision for Fashion, Art, and Design (CVFAD) workshop in its 5th edition aims to build on the success of the previous versions, and on the increased interest witnessed over time, to create a space for collaboration between artists, professionals in creative industries and computer vision scientists.


Call for submissions

The workshop will provide five keynotes with diverse backgrounds to encourage interdisciplinary discussions and idea sharing, as well as a paper track.

For the paper track, we solicit papers on developing and applying computer vision techniques that are valuable in the creative domains, with an emphasis on fashion, art and design. These submissions will undergo a peer-review process. To provide rich opportunities to share opinions and experience in such an emerging field, we will accept paper submissions on established and novel ideas, as well as workshop challenges.

Topics of papers include but are not limited to:

-Style and product recommendation

-Cross-domain visual search for fashion

-Visual size and fit advice

-Virtual try-on/wardrobe

-Body Shape Prediction

-Automatic article tagging

-Trend analysis and forecasting

-Efficient methods for fashion search

-Fashion analysis in videos

-Design with humans in the loop

-Creative Visual Content Generation

-Clothing landmark estimation

-Style propagation modeling


Accepted papers will be part of the workshop proceedings and be displayed on our website. The top papers will also be invited to present orally during the workshop. Submitted papers should follow the CVPR 2022 paper template. The page limit is less than four pages, excluding references. Submitted work can be shorter versions (extended abstract) of work presented at the main conference or work in progress which may (or may not) be submitted to a different conference at a later date. The accepted papers will be linked at the workshop webpage. Papers will be peer reviewed under single-blind policy, and must be submitted online through the CMT submission system at 

https://cmt3.research.microsoft.com/CVFAD2022

 

Authors can choose to include their paper as part of the CVPR Workshop Proceedings if the paper is not the shorter version of an accepted work in the CVPR 2022 proceedings. Papers which exceed the page limit (four pages excluding references) will result in rejection.

Important Dates:

  • Paper submission deadline: March 11th (11:59PM PST)

  • Notification to authors: April 1st (11:59PM PST)

  • Camera-ready deadline: April 8th (11:59PM PST)


We look forward to your participation,

CVFAD 2022 Organizers

CFP ICINCO 2022

 ICINCO 2022, Lisbon, Portugal, 14-16 July 2022

The purpose of the International Conference on Informatics in Control, Automation and Robotics (ICINCO) is to bring together researchers, engineers and practitioners interested in the application of informatics to Control, Automation and Robotics. Informatics applications are pervasive in many areas of Control, Automation and Robotics; This conference intends to emphasize this connection, therefore, authors should highlight the benefits of Information Technology (IT) in these areas. 

1. INTELLIGENT CONTROL SYSTEMS AND OPTIMIZATION
2. ROBOTICS AND AUTOMATION
3. SIGNAL PROCESSING, SENSORS, SYSTEMS MODELLING AND CONTROL
4. INDUSTRIAL INFORMATICS

Accepted papers, presented at the conference by one of the authors, will be published in the Proceedings of ICINCO, with an ISBN. There will be both oral and poster sessions. Special sessions, dedicated to case-studies and commercial presentations, as well as tutorials dedicated to technical/scientific topics are also envisaged. 

CONFERENCE CO-CHAIRS: Wolfram BurgardUniversity of Freiburg (Germany) and Dimitar FilevResearch & Advanced Engineering, Ford Motor Company (United States)

PROGRAM CO-CHAIRS: Giuseppina GiniPolitecnico di Milano (Italy) and Henk NijmeijerEindhoven University of Technology (Netherlands)

SUBMISSIONS DATES

  • Regular papersMarch 2, 2022
  • Workshop proposals: March 17, 2022
  • Special session proposals: March 17, 2022
  • Position papersApril 14, 2022

For more information please visit the website https://icinco.scitevents.org/Home.aspx


Giuseppina Gini
Department of Electronics, Information and Bioengineering, Politecnico di Milano

RO-MAN 2022 Special Session on “Nonverbal Communication Skills in Humans and Robots”

================================ 

CALL FOR PAPERS

Special Session on Nonverbal Communication Skills in Humans and Robots 

 

within the 31st IEEE International Conference on Robot and Human Interactive Communication (RO-MAN 2022) 

Napoli, Italy, August 28- September 2, 2022 

http://ro-man2022.org/ 

 

Submission code: ujcjj 

Special session website: https://nonverbal-communication-skills.github.io/ 

============================================================== 


*AIM AND SCOPE* 


We are approaching a future where social robots will progressively become widespread in many aspects of our daily lives, including education, healthcare, work, and personal use. All such practical applications require that humans and robots collaborate in human environments, where social interaction is unavoidable. Along with verbal communication, successful social interaction is closely coupled with nonverbal communication. Humans perform nonverbal communication in an instinctive and adaptive way, with no effort. For robots to be successful in our social landscape, they should therefore engage in social interactions in a human-like manner, with increasing levels of autonomy. Understanding human-human interaction is therefore the most natural guide to designing human-robot interaction interfaces that can be usable and understandable by everyone. The key aim of this special session is to bring forth efforts to understand mechanisms underlying human-human nonverbal communication and introduce novel approaches to the design, development, and evaluation of robotic platforms inspired and driven by those mechanisms. This special session will bring together researchers with diverse backgrounds, ranging from social psychology, cognitive science, machine learning, computer vision, and human-robot interaction, to share innovative ideas, findings, and challenges related to nonverbal communication skills in humans and robots. The special session will foster multidisciplinary discussions among academic and industrial researchers towards improving robots’ nonverbal communication skills and enhancing human trust and acceptance of robots. 

 

*TOPICS* 


Topics of interest include, but are not limited to, the following: 

– Analysis and synthesis of multimodal nonverbal cues, including facial expressions, paralinguistics, eye gaze, head movements, body postures, and hand gestures within an interaction context. 

– Analysis and synthesis of affective states, such as emotions, empathy, personality, and engagement. 

– Co-modelling of nonverbal and verbal cues. 

– Co-speech gesture generation. 

– Machine learning approaches to nonverbal communication analysis and synthesis. 

– Societal and ethical considerations of cognitive and social robots, including transparency, bias, fairness, and privacy. 

– Applications of cognitive and social robots in healthcare, education, workplace, or entertainment. 

– Databases and tools for nonverbal communication analysis and synthesis. 

 

*SUBMISSION PROCEDURE* 


Manuscripts submitted to this special session should be done through the paper submission website of the main conference: http://ras.papercept.net/conferences/scripts/start.pl


All papers submitted to special sessions will be subject to the same peer-review procedure as the regular papers. The accepted papers will be included in the conference proceeding published in the IEEE Xplore. Please refer to the main conference website to have additional details. 

 

Authors should adhere the following steps for submitting a paper to this special session: 

 

1. Create an account: go to https://ras.papercept.net/, to create a PIN and fill out the form. Ask all your co-authors to do the same if they do not have an account on the system yet, write down the authors' PINs (this information is needed for manuscript processing purposes). 

2. Go to Support Menu (http://ras.papercept.net/conferences/support/support.php) and depending on how you are preparing your paper, download a template: LaTeX or MS-Word, use these templates/style files to create the paper and save in PDF format. 

3. Upload the paper: go to https://ras.papercept.net/ and click on “submit a contribution to Ro-Man 2022”. 

4. Submit special session paper. 

5. Make sure to insert the code of this special session: ujcjj 

6. Fill in the form presented on the next page (make sure to enter all author PINs created in Step 1). 

 

*SPECIAL SESSION ORGANISERS:* 


Oya Celiktutan, King’s College London, United Kingdom   

Nguyen Tan Viet Tuyen, King’s College London, United Kingdom   

Marine Chamoux, SoftBank Robotics Europe, France 

Alexandra Georgescu, King’s College London, United Kingdom   

Mutlu Cukurova, University College London, United Kingdom   

Pierre Lison, Norwegian Computing Center, Norway   

Ho Seok Ahn, University of Auckland, New Zealand   

 

==============================================================


On behalf of the Organisers,

Nguyen Tan Viet Tuyen

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