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We are a professional organization for AI practitioners in the Silicon Valley. We aim to bring together data scientists, engineers, and business people working in AI and big data area. We host seminars, interactive group meetings, and mentoring sessions. We provide an exchange platform for big data professionals to share their experiences, learn about the newest technologies and explore potential startup opportunities. Join us today. Find like-minded people in AI and grow your career and AI and big data business with us.
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Ver todoPróximos eventos (3)
Ver todo- [Reading] Infinite Context Transformers with Infini-attentionSolo los asistentes pueden ver el enlace
(**Note that this week we will no longer read the paper on long-form video understanding as that problem has been solved by Gemini 1.5. Instead, we will look at the "infinite context transformer" that sheds light on Gemini 1.5's ability of understanding long videos).
This is a new paper from Google, released on April 10, 2024.
Paper abstract:
This work introduces an efficient method to scale Transformer-based Large Language Models (LLMs) to infinitely long inputs with bounded memory and computation. A key component in our proposed approach is a new attention technique dubbed Infini-attention. The Infini-attention incorporates a compressive memory into the vanilla attention mechanism and builds in both masked local attention and long-term linear attention mechanisms in a single Transformer block. We demonstrate the effectiveness of our approach on long-context language modeling benchmarks, 1M sequence length passkey context block retrieval and 500K length book summarization tasks with 1B and 8B LLMs. Our approach introduces minimal bounded memory parameters and enables fast streaming inference for LLMs.Presenter: Junling Hu
Paper: https://arxiv.org/abs/2404.07143
Gemini 1.5 report (March 8, 2024): https://arxiv.org/abs/2403.05530This is part of the weekly paper reading series.
Join this event here: https://us02web.zoom.us/meeting/register/tZMuceqqrjoqGtRj5u_aZhoUpWS5j8mCZoRuAgenda:
7pm-7:05pm Meet and Greet
7:05-7:50pm Presentation
7:50-8:00 pm Q&A and Discussions - [Reading] Scaling Instructable Agents Across Many Simulated WorldsSolo los asistentes pueden ver el enlace
This is a new paper from DeepMind, released on March 13 , 2024.
Paper abstract:
Building embodied AI systems that can follow arbitrary language instructions in any 3D environment is a key challenge for creating general AI. Accomplishing this goal requires learning to ground language in perception and embodied actions, in order to accomplish complex tasks. The Scalable, Instructable, Multiworld Agent (SIMA) project tackles this by training agents to follow free-form instructions across a diverse range of virtual 3D environments, including curated research environments as well as openended, commercial video games. Our goal is to develop an instructable agent that can accomplish anything a human can do in any simulated 3D environment. Our approach focuses on language-driven generality while imposing minimal assumptions. Our agents interact with environments in real-time using a generic, human-like interface: the inputs are image observations and language instructions and the outputs are keyboard-and-mouse actions. This general approach is challenging, but it allows agents to ground language across many visually complex and semantically rich environments while also allowing us to readily run agents in new environments. In this paper we describe our motivation and goal, the initial progress we have made, and promising preliminary results on several diverse research environments and a variety of commercial video games.Presenter: Junling Hu
Paper: https://bit.ly/deepMindSIMA
Blog: https://deepmind.google/discover/blog/sima-generalist-ai-agent-for-3d-virtual-environments/This is part of the bi-weekly paper reading series.
Join this event here: https://us02web.zoom.us/meeting/register/tZUldOirqjksEtLpTY7kkvLFyzZN2NNydYLRAgenda:
7pm-7:05pm Meet and Greet
7:05-7:50pm Presentation
7:50-8:00 pm Q&A and Discussions - [Partner Event] AI and Big Data Expo North America 2024Santa Clara Convention Center, Santa Clara, CA
Register at the following link for free and paid passes https://www.ai-expo.net/northamerica/ticket-types-and-prices/
Our meetup members receive 30% off. Simply use the code: MEETUP30Join us for one of the most anticipated technology events of the year, the AI and Big Data Expo North America 2024, taking place from 5-6 June at the Santa Clara Convention Center, California. Dive into a comprehensive exploration of AI and Big Data with 6 co-located events, each tailored to provide in-depth insights into specific aspects of these transformative technologies.
- 7,000+ Attendees:
- 250+ Speakers
Gain profound knowledge from 250+ industry experts and visionaries who will share their insights, experiences, and forecasts. Be inspired by thought-provoking keynotes and panel discussions from companies such as Google, NASA, Ford, LinkedIn, Amazon and many more!
Speakers: https://www.ai-expo.net/northamerica/speakers/Elevate your networking experience as 73% of attendees hold director-level positions or higher. Engage with decision-makers and influencers, fostering meaningful connections for future collaborations.
Explore thematic tracks covering Enterprise AI, Machine Learning, Security, Ethical AI, Deep Learning, Data Ecosystems, and NLP and more. Tailor your experience to align with your specific interests and professional goals.
Your in-person ticket will also grant you access to the co-located events exploring IoT Tech, Intelligent Automation, Cyber Security & Cloud, Edge Computing and Digital Transformation! Book yours here: https://www.ai-expo.net/northamerica
Explore the Co-located AI & Big Data Expo conference agendas here covering Enterprise AI, Applied Digital, Data & AI, Optimised Data & Analytics, and Transformational AI here: https://www.ai-expo.net/northamerica
Ticket link https://www.ai-expo.net/northamerica/ticket-types-and-prices/ free and paid passes available. You can get 30% off with code ‘MEETUP30’.