The AI Paper Club

Deeper Insights
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The AI Paper Club

Are you interested in the fascinating world of data science and artificial intelligence? Then you have come to the right podcast! We've hand-picked some of the most knowledgeable and experienced experts from Deeper Insights, a UK AI consultancy, to join our hosts in discussing the latest academic papers, research, and theories in the field. From hands-on experience developing and working with machine learning models to mastering unstructured data management and computer vision, our guests have it all. And with their in-depth insights and knowledge, The AI Paper Club is the perfect podcast for anyone looking to expand their understanding of AI.

  1. AI Unleashes Doom with Stable Diffusion

    10/29/2024

    AI Unleashes Doom with Stable Diffusion

    In this episode, the AI Paper Club welcomes João Costa from Deeper Insights to discuss the paper “Diffusion Models are Real-Time Game Engines” by Google researchers. They examine how AI replicates, the video game, Doom through stable diffusion, with João unpacking real-time frame generation.

    26 min
  2. Technical Debt and Its Hidden Costs in Machine Learning Development

    09/26/2024

    Technical Debt and Its Hidden Costs in Machine Learning Development

    In this episode of the AI Paper Club Podcast, hosts Rafael Herrera and Sonia Marques discuss the essential 2015 paper "Hidden Technical Debt in Machine Learning Systems" with Bernardo Ramos. They explore the accumulation of technical debt in machine learning, data dependencies, and strategies to mitigate these challenges.

    23 min
  3. Unlocking Explainable Machine Learning in Manufacturing

    08/22/2024

    Unlocking Explainable Machine Learning in Manufacturing

    In this episode of the AI Paper Club Podcast, Dr. Diogo Ribeiro discusses his research on using traditional machine learning and deep learning to detect anomalies in industrial screw tightening processes. The conversation emphasises the importance of AI explainability in industrial settings and contrasts traditional machine learning techniques with generative AI.

    26 min
  4. The Future of Sport: AI-Generated Soccer Commentary

    07/23/2024

    The Future of Sport: AI-Generated Soccer Commentary

    In the latest AI Paper Club Podcast, the hosts welcome Dr. Catarina Carvalho to discuss "Match Time: Towards Automatic Soccer Game Commentary Generation." They delve into data quality, dataset curation, and broader applications, revealing how AI is generating engaging commentary for soccer and how this technology could be used in the future.

    24 min

  5. 06/27/2024

    Meta’s Chameleon: Redefining Data Integration with Mixed-Modal AI

    In this episode of the AI Paper Club Podcast, the hosts are joined by Andrew Eaton from Deeper Insights to discuss Meta's new "Chameleon: Mixed Modal Early Fusion Foundation Models." This innovative approach blends text, images, and other data types from the start, enhancing AI performance and integration.

    28 min
  6. Infini-Attention: Google's Solution for Infinite Memory in LLMs

    05/22/2024

    Infini-Attention: Google's Solution for Infinite Memory in LLMs

    In this episode of the AI Paper Club Podcast, Rafael Herrera and Sonia Marques welcome Leticia Fernandes, a Deeper Insights Senior Data Scientist. They discuss Google's "Leave No Context Behind" paper, which introduces the Infini-attention method to tackle infinite context in large language models using linear attention and compressive memory for key-value pairs.

    23 min
  7. The AI Composer: Meta AI’s Innovations in Music and Melody

    04/23/2024

    The AI Composer: Meta AI’s Innovations in Music and Melody

    In this month's AI Paper Club Podcast, hosts Rafael and Sonia, along with guest Joan Rosello, discuss Meta AI's transformative paper on music generation which introduces melody conditioning—a feature that aligns AI-generated music with specific melodies. They explore the technical nuances, including residual vector quantization, revealing how these innovations could shape the future of music through AI.

    24 min
  8. Using Gemini for Enterprise with Googler Jupiter Angulo

    03/18/2024

    Using Gemini for Enterprise with Googler Jupiter Angulo

    In this AI Paper Club Podcast episode, hosts Rafael Herrera and Sonia Marques and guest Jupiter Angulo from Google discuss Gemini, a groundbreaking multimodal model by DeepMind. They delve into its enterprise applications, efficiency, scalability, and Google's approach to AI challenges and responsible deployment, highlighting its transformative impact on both enterprise and consumer sectors.

    28 min
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About

Are you interested in the fascinating world of data science and artificial intelligence? Then you have come to the right podcast! We've hand-picked some of the most knowledgeable and experienced experts from Deeper Insights, a UK AI consultancy, to join our hosts in discussing the latest academic papers, research, and theories in the field. From hands-on experience developing and working with machine learning models to mastering unstructured data management and computer vision, our guests have it all. And with their in-depth insights and knowledge, The AI Paper Club is the perfect podcast for anyone looking to expand their understanding of AI.

Information

  • Creator
    Deeper Insights
  • Years Active
    2023 - 2024
  • Episodes
    21
  • Rating
    Clean
  • Copyright
    © Deeper Insights
  • Show Website
    The AI Paper Club

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