AI
34 sessions
March 2024
This panel discussion brings together thought leaders from the financial services industry to explore the transformative role of generative AI in shaping the future of finance. Delving into the applications of AI-driven technologies, we'll examine how generative AI is redefining customer experiences, risk …
March 2024
Healthcare digital assistants, digital surgery, and AI-powered drug discovery are no longer things of the future. Join Kimberly Powell, NVIDIA’s vice president of healthcare and life sciences, to explore the new era of healthcare fueled by generative AI and accelerated computing — available anywhere — every …
March 2024
The world is witnessing a transformation with generative AI. Telecom operators around the world are among the first to demonstrate their desire to adopt and to invest in generative AI. Customer care and network operations are the first target applications of generative AI for Telecom operators. Telecom …
March 2024
Join Imbue CEO Kanjun Qiu and Bryan Catanzaro, vice president of applied deep learning research at NVIDIA, for a discussion on AI agents and the next chapter in AI innovation. Launched in October 2022, imbue recently announced a $210 million-plus Series B fundraiser at $1 billion valuation to create the…
March 2024
Dive into the multi-dimensional world of computer vision and understand its transformative effects on various industries with leaders from robotics, media and entertainment, and healthcare. From revolutionizing medical imaging to multimodal video understanding and predicting collisions, …
March 2024
First, we'll explore OpenAI’s perspective on the direction of the market, gaining insights into their vision for the future. Then we'll examine how these AI tools are currently being used in practical applications, providing real-world examples to illustrate their effectiveness. We'll also discuss the apps that are …
March 2024
Generative AI is leading a transformative era for enterprises, with vast potential to enhance employee experiences, improve productivity, strengthen security, and drive operational efficiencies. Our esteemed panel of chief information officers will explore how they harness Generative AI in their …
March 2024
Standard AI has transformed retail with computer vision. The next phase of AI will further unlock the opportunities in retail by coordinating the deployment of large language models and computer vision.
March 2024
This talk will discuss the recent history of LLMs, deep dive on Llama-2 RLHF, and share my vision of the future.
March 2024
Hear from L’Oréal’s Chief Digital & Marketing Officer, Asmita Dubey, to find out how L’Oréal is embracing GenAI as a unique opportunity to unleash the human potential for creativity, augmented by technology. The L’Oreal Groupe is pioneering Beauty Tech for the beauty industry and believes that …
March 2024
As modern technology continues to advance at an unprecedented pace, organizations and societies face a delicate balancing act between harnessing the immense opportunities and mitigating the inherent risks. We'll delve into the realm of AI and Generative AI, exploring the challenges and …
March 2024
Wells Fargo is re-imagining our technological core into a customer-centric platform architecture based on core principles: orchestrate and consume; make all micro-services reusable; and ensure every service is cloud-native. The industry has talked a lot about being “data first” for some time now. …
March 2024
In an era where technology and medicine increasingly intersect, the implications of Generative AI in revolutionizing patient care, medical research and training, and healthcare economics become paramount. This panel aims to explore how these technologies are not just tools, but critical drivers …
March 2024
The future of gaming will be powered by AI. Large language models allowed to enable a new era of immersive gaming experiences and to make sure that thousands of players can enjoy it one needs to guarantee that LLMs can be served as efficiently as possible. This session will shed more light on how…
March 2024
Mistral AI trains state-of-the-art generative models with a strong emphasis on customization and control. It has released the best open-source models as of today. In this keynote, we'll reflect on the scientific lessons we learned while training our first models (Mistral and Mixtral) and give a glimpse of…
March 2024
Optimizing deep learning (DL) workloads (e.g., large language models and diffusion models) is crucial to achieve low latency and high throughput on various hardware platforms, such as different series of NVIDIA GPUs. The major part of this talk introduces an open-source, purely-written-in-Python, DL …
March 2024
Transformers are slow and memory-hungry on long sequences, since the time and memory complexity of self-attention are quadratic in sequence length. A missing principle is making attention algorithms IO-aware — accounting for reads and writes between levels of GPU memory. We propose …
March 2024
Real-time, cloud-scale applications for AI-based computer vision (CV) are growing rapidly, with video data now becoming the primary component of consumer internet traffic. Therefore, building high-performance and cost-effective cloud solutions for video processing workloads is critical. Existing …
March 2024
Vision AI is revolutionizing industries in ways unimaginable before, with groundbreaking advancements. Join the panel of research leaders discussing the significant evolution of vision AI from pixels to generative AI and 3D worlds. Hear from real experts and stay ahead of the competition.
March 2024
Large language models (LLMs) have taken the field of AI by storm. But how large do they really need to be? I'll discuss the phi series of models from Microsoft Research, which exhibit many of the striking emergent properties of LLMs despite having a mere 1 billion parameters.
March 2024
Our panel of experts will talk about the best practices for building robust large language model (LLM)-based enterprise applications that deliver value and efficiency. Products such as ChatGPT have demonstrated the unprecedented power of LLMs in processing information and generating content. …
March 2024
Alignment with human feedback is a crucial aspect of large language model deployments. The dominant alignment approaches, reinforcement learning from human feedback and direct preference optimization, have a major downside: they require paired preference data, incurring expense and …
March 2024
Gradient boosted trees (GBTs) are a class of machine learning algorithms that combine a decision tree “basic learner” with the ensembling technique called boosting. Decision trees themselves are a very robust algorithm, and even though they're nonlinear, they're easy to train, very transparent, and …
March 2024
We investigate the challenges associated with developing goal-driven AI agents capable of performing open-ended tasks in a web environment using zero-shot learning. Our primary focus is on harnessing the capabilities of large language models (LLMs) in the context of web navigation through HTML-…
March 2024
Join us as we take a deep dive into the collaborative process of developing a cutting-edge generative AI solution for 3D modeling. This discussion will navigate through the intricate journey of our AI model's inception, the evolution of accompanying tools, and the hurdles overcome in pursuit of …
March 2024
Generative AI is reimaging how enterprises connect to their customers and how companies approach business. Hear from Alexandru Costin, VP of Generative AI at Adobe, on how Adobe is integrating its family of Gen AI models, Adobe Firefly, into its workflows and how others can successfully bring Gen …
March 2024
Cybersecurity remains a top challenge for CEOs. Organizations that use security AI and automation can achieve significant cost savings, so many are integrating generative AI into products and services and using it to inform strategic and operational decisions. Join leading cybersecurity companies to learn …
March 2024
Generative AI is challenging traditional concepts of intellectual property rights for content and emerging technology, including copyright, trade secrets, and patents. This fireside chat will offer U.S. perspectives on intellectual property in light of new technological advances.
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March 2024
Governments around the world are grappling with how to regulate the development, deployment, and use of AI. This panel explores different policy and regulatory approaches being considered and how companies should interpret this rapidly shifting regulatory landscape.
March 2024
All stages of drug discovery and development are incredibly challenging. Developing new medicines is not only long, complex, and costly, but also suffers from an exceptionally high failure rate, leaving much unmet medical need. These challenges are largely due to the complex, nonlinear nature of the …
March 2024
Lowe’s remains at the forefront of transformation by constantly exploring emerging technologies that help advance its business. An early explorer of AI, the Fortune 50 home improvement company continues to enhance the omnichannel experience for customers and associates. From better …
March 2024
With the rise of generative AI, artificial intelligence has become a common topic of discussion, bringing chat and image generation to the forefront of everyday conversations. As this technology continues to advance, Generative AI is demonstrating its ability to drive new innovations for enterprises, …
March 2024
AI is a key enabler for telco evolution. This session will focus on how KT and NVIDIA have collaborated to enable AI-driven telco transformation with the Mi:dm large language model. KT operates wired and wireless communication services and paid broadcasting services for individual and corporate …
March 2024
Genentech is using AI for target identification in two main areas: phenotypic screening of small molecules for antibiotic discovery and short macrocycle discovery. Using graph neural networks, we identify active molecules in novel parts of the chemical space with acceptable accuracy. By combining…