ISTA Conference
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Multimodality and Data Fusion Techniques in Deep Learning
Petar Velev, Senior Software Engineer at Bosch Engineering Center Sofia
In this lecture, I will introduce the concept of multimodal deep learning and highlight the critical role of data fusion techniques. I’ll begin by explaining the principle of multimodality and how it aligns with the inherently multimodal nature of human cognition.
Through real-world examples, such as networks that merge audio and video, audio and accelerometer, or audio and text, I’ll illustrate how multimodal learning is implemented in practice.
A key part of the discussion will be devoted to data fusion techniques - early, late, and hybrid fusion. I’ll present their applications and discuss their respective advantages and potential limitations.
To conclude, I’ll provide a brief overview of the future of multimodal deep learning, touching on potential developments and challenges. The aim of this lecture is to offer a succinct yet comprehensive understanding of multimodal deep learning, demonstrating its transformative potential in the field of AI.
zhlédnutí: 4 379

Video

Web 2.5: Decoding the Future for Developers
zhlédnutí 33Před 8 měsíci
Ognyan Chikov , Senior Blockchain Developer at LimeChain "Web 2.5: Decoding the Future for Developers” is your gateway to understanding one of the most transformative technologies of our era. Tailored specifically for developers unfamiliar with blockchain, this lecture breaks down its key concepts, terminologies, and potential impact. From understanding ‘blocks’ and ‘chains’ to delving into ‘co...
Secure FIPS containers for government services
zhlédnutí 63Před 8 měsíci
Viktor Bonev, Senior DevOps Engineer at VMware Securing services which are running on container OCI images through FIPS (Federal Information Processing Standards). Overview of how to secure OpenSSL, Java, Python and Go containers. Why security matters most to government services.
QA in a public blockchain
zhlédnutí 134Před 8 měsíci
Aleksandrina Todorova, QA Lead at LimeChain Progressing from simple websites with static content to sophisticated web applications offering personalized experiences and intricate functionalities, the internet has transformed into Web 3.0. Let’s delve into the Quality Assurance aspects of the unexplored realms of blockchain technology-examining the challenges, tools, and opportunities they present.
Cloud cost optimization: money is not a problem, but the amount is
zhlédnutí 17Před 8 měsíci
Taras Pedchenko, DevOps Engineering Lead at Intellias During his talk, Taras will guide the audience through real-life cases and best practices on how to resolve issues related to the high cost of cloud services. In particular, he will focus on state-of-the-art approaches to designing and operating cloud environment cost-efficiently, as well as guidelines on how to build transparency and unders...
Why End-to-End UI Test Automation with Playwright?
zhlédnutí 36Před 8 měsíci
Elena Tosheva, Member of Technical Staff at VMware In this session, I will show you: - Why we decided to use Playwright over the existing automation written in Cypress. - What advantages Playwright has over Cypress and Selenium. - What we managed to achieve for a few months
One Codebase to Rule Them All: A Monorepo Journey
zhlédnutí 48Před 8 měsíci
Stefani Nikolova, Software Engineering Manager at Progress Have you ever had to manage multiple repositories for your interdependent npm packages? If so, I bet you’ve struggled with it at some point. And quite some for that matter. You might think that migrating to a monorepo is the obvious solution, and most of the time you’ll be right. But what is the cost? In this session, we’ll talk about t...
Building a large-scale front-end architecture with reusable Web Components
zhlédnutí 114Před 8 měsíci
Stanislav Toshev, Engineering Director at Merkle We’re going to share why we decided to use Web Components instead of other popular component-based libraries like React to build our multibrand, multisite front-end architecture, how we built it and what we learned
CLOSING KEYNOTE - Jason Beres, Sr. VP of Developer Tools at Infragistics
zhlédnutí 87Před 8 měsíci
CLOSING KEYNOTE Jason Beres, Sr. VP of Developer Tools at Infragistics As the Sr. VP of Developer Tools at Infragistics, Jason and his team spearhead the customer-driven, innovative features and functionality throughout all Infragistics’ testing, developer and user experience products. Jason works directly with Infragistics customers around the globe to ensure that their needs are met through o...
The Good, The Bad, and The Ugly... Diagrams
zhlédnutí 61Před 8 měsíci
Iancho Dimitrov, SVP Strategic Clients at Musala Soft A picture is worth a thousand words, they say - but unfortunately, it is not always the case. And this is even more valid for diagrams. If done right, they are a treasure - but we’ve all seen and suffered from spaghetti diagrams and ones bringing additional confusion rather than providing clarity and adding value. The diagrams are a key elem...
The evolution of an SRE team and development of the ultimate monitoring system
zhlédnutí 14Před 8 měsíci
Hristo Popov, SRE Architect at SAP Labs Bulgaria Jane Savova, Site Reliability Engineer at SAP Labs Bulgaria This presentation will cover the evolution of an SRE team and the stages of the development of a complex all-inclusive monitoring system. We will discuss what were our main drivers, challenges faced by the team, how the design and architecture evolved in time, benefits and best practices.
AI in Software Test Automation
zhlédnutí 60Před 8 měsíci
Stanislav Dinev, Software Test Architect at Musala Soft Nowadays we all observe the vast speed of tremendously evolving technologies, more and more of which are facilitated by the Artificial Intelligence at its finest. AI consist of two inevitably connected major parts: Machine learning and Taking decisions (proposing an educated guessed opinion in different spheres of life) based on using real...
DataOps as a Service
zhlédnutí 5Před 8 měsíci
Antoni Ivanov, Staff Engineer at VMware DevOps revolutionized Software engineering by adopting agile, lean practices and fostering collaboration. The same need exists in Data Engineering. In this talk, Antoni will go over how to adopt the best DevOps practices in the space of data engineering. And the challenges in adopting them considering the different skill sets of the data engineers and the...
Future of knowledge, the role of AI
zhlédnutí 12Před 8 měsíci
Future of knowledge, the role of AI
KEYNOTE - Dona Sarkar
zhlédnutí 322Před 8 měsíci
KEYNOTE - Dona Sarkar
Lighting Talks
zhlédnutí 35Před 8 měsíci
Lighting Talks
ChatGPT Experiment: Building with technology we don't know
zhlédnutí 75Před 8 měsíci
ChatGPT Experiment: Building with technology we don't know
There is no silver bullet in finding product-market fit
zhlédnutí 202Před 8 měsíci
There is no silver bullet in finding product-market fit
OPENING KEYNOTE - Radu Georgescu
zhlédnutí 44Před 8 měsíci
OPENING KEYNOTE - Radu Georgescu
ISTA 2023 Warm-up Session:Learning from Nature -what biological systems can teach software engineers
zhlédnutí 37Před 9 měsíci
ISTA 2023 Warm-up Session:Learning from Nature -what biological systems can teach software engineers
ISTA 2023 Warm-up Session: Deploying and managing containerized applications with Rancher
zhlédnutí 90Před 9 měsíci
ISTA 2023 Warm-up Session: Deploying and managing containerized applications with Rancher
States, transitions and a bit of code - Hanna Kaplun
zhlédnutí 109Před rokem
States, transitions and a bit of code - Hanna Kaplun
02. Splitting Monolith Application to Microservices gains and challenges from the practical...
zhlédnutí 100Před rokem
02. Splitting Monolith Application to Microservices gains and challenges from the practical...
03. Architecting for Sustainability
zhlédnutí 43Před rokem
03. Architecting for Sustainability
04. The distributed era of computing
zhlédnutí 37Před rokem
04. The distributed era of computing
05. Earth through the eye of a satellite
zhlédnutí 41Před rokem
05. Earth through the eye of a satellite
06. How to motivate homeworkers and build powerful virtual teams!
zhlédnutí 69Před rokem
06. How to motivate homeworkers and build powerful virtual teams!
07. DeepTech Product Development for Large Enterprise - from Idea to Scaling
zhlédnutí 43Před rokem
07. DeepTech Product Development for Large Enterprise - from Idea to Scaling
08. The power of JWT and cryptography
zhlédnutí 122Před rokem
08. The power of JWT and cryptography
09. Software Architecture and the City of Tomorrow
zhlédnutí 58Před rokem
09. Software Architecture and the City of Tomorrow

Komentáře

  • @nataliatenoriomaia1635
    @nataliatenoriomaia1635 Před 3 měsíci

    great talk!

  • @manalkim200
    @manalkim200 Před 3 měsíci

    interesting

  • @Luca-kq4ty
    @Luca-kq4ty Před 8 měsíci

    promo sm

  • @iskoss85
    @iskoss85 Před 9 měsíci

    Could you please add links to the different topics?

  • @premprakashrohan1
    @premprakashrohan1 Před rokem

    Very concise and clear ... Thanks, Andrei.

  • @priyanshuchauhan5225

    5:51-6:6 For Rohit Singh

  • @zesky6654
    @zesky6654 Před 2 lety

    The audio is extremely low.

  • @surbhibhadvia4735
    @surbhibhadvia4735 Před 2 lety

    very well explained :)

  • @StephenRayner
    @StephenRayner Před 2 lety

    Have you considered using AWS Kinesis firehose? Also what industry are you in, specifically curious about what legal / compliance constraints you are working against.

  • @StephenRayner
    @StephenRayner Před 2 lety

    The content here is spot on! You’ve got a lot of knowledge to share. Looking forward to future videos

  • @StephenRayner
    @StephenRayner Před 2 lety

    Count the number the number of times you’ve said “er - uhm”. Slow down think a little more it’s okay to not say something for a few second. I can see you are gasping for air too. Solid job though! Hope you take the feedback well <3

  • @StephenRayner
    @StephenRayner Před 2 lety

    Subbed, thank you

  • @inthso362
    @inthso362 Před 2 lety

    Capitalism is dead, the Net is not far behind it. czcams.com/video/72TZ5KFRQqc/video.html

  • @vincentvantzand4037
    @vincentvantzand4037 Před 2 lety

    The Demo video’s mentioned by Atanas Kuzmanov: - czcams.com/video/KGgqdpDWh0I/video.html (OpenAPI Validation Demo Part1) - czcams.com/video/0AvPftcZvWY/video.html (OpenAPI Validation Demo Part2)

  • @danielangelov91
    @danielangelov91 Před 2 lety

    Браво колеги! Само напред и нагоре!

  • @alexanderkosarev9915
    @alexanderkosarev9915 Před 2 lety

    don't lose your time go directly to the brightness part with Uncle Bob czcams.com/video/fotjvAfnjGE/video.html.

  • @RahelAnneBailie
    @RahelAnneBailie Před 2 lety

    interesting presentation but I wish they would have defined quantum content and explained how this related

  • @oldfox1965
    @oldfox1965 Před 3 lety

    Where is this?

  • @VeneraVarbanova
    @VeneraVarbanova Před 5 lety

    Good talk, very similar in some ways to this talk by Momchil a few months earlier at TedX Vitosha in Sofia: czcams.com/video/ISyU4g8eu-Y/video.html

  • @KirilVarbanov
    @KirilVarbanov Před 5 lety

    Great talk, K.

  • @Mranton4o
    @Mranton4o Před 5 lety

    БРАВО, САНДЕ!

  • @ricky9470
    @ricky9470 Před 5 lety

    now I understand camel. thanks.

  • @syntheticgerbil
    @syntheticgerbil Před 6 lety

    Fuck this sleazeball sexist.

  • @seekthetrail
    @seekthetrail Před 6 lety

    very useful!

  • @ashrafabdou2094
    @ashrafabdou2094 Před 6 lety

    if we need presentation power point. its available?"

  • @ashrafabdou2094
    @ashrafabdou2094 Před 6 lety

    excellent

  • @kuldeepnaruka2014
    @kuldeepnaruka2014 Před 6 lety

    Nicely explained. Thanks!!

  • @dsimov
    @dsimov Před 8 lety

    I did put a website with my collection: onmessages.wordpress.com/

  • @KonstantinDinev
    @KonstantinDinev Před 9 lety

    infragistics.com/community/blogs/kdinev/archive/2013/11/25/conquering-the-last-stronghold-automating-the-results-of-automation.aspx