HyperTransformer: D Dependence On Parameters and Ablation Studies

:::info This paper is available on arxiv under CC 4.0 license. Authors: (1) Andrey Zhmoginov, Google Research & {azhmogin,sandler,mxv}@google.com; (2) Mark Sandler, Google Research & {azhmogin,sandler,mxv}@google.com; (3) Max Vladymyrov, Google Research & {azhmogin,sandler,mxv}@google.com. ::: Table of Links Abstract and Introduction Problem Setup and Related Work HyperTransformer Experiments Conclusion and References A Example of a Self-Attention … Read more

HyperTransformer: A Example of a Self-Attention Mechanism For Supervised Learning

:::info This paper is available on arxiv under CC 4.0 license. Authors: (1) Andrey Zhmoginov, Google Research & {azhmogin,sandler,mxv}@google.com; (2) Mark Sandler, Google Research & {azhmogin,sandler,mxv}@google.com; (3) Max Vladymyrov, Google Research & {azhmogin,sandler,mxv}@google.com. ::: Table of Links Abstract and Introduction Problem Setup and Related Work HyperTransformer Experiments Conclusion and References A Example of a Self-Attention … Read more

HyperTransformer: Conclusion and References

:::info This paper is available on arxiv under CC 4.0 license. Authors: (1) Andrey Zhmoginov, Google Research & {azhmogin,sandler,mxv}@google.com; (2) Mark Sandler, Google Research & {azhmogin,sandler,mxv}@google.com; (3) Max Vladymyrov, Google Research & {azhmogin,sandler,mxv}@google.com. ::: Table of Links Abstract and Introduction Problem Setup and Related Work HyperTransformer Experiments Conclusion and References A Example of a Self-Attention … Read more

HyperTransformer: Model Generation for Supervised and Semi-Supervised Few-Shot Learning: Experiments

:::info This paper is available on arxiv under CC 4.0 license. Authors: (1) Andrey Zhmoginov, Google Research & {azhmogin,sandler,mxv}@google.com; (2) Mark Sandler, Google Research & {azhmogin,sandler,mxv}@google.com; (3) Max Vladymyrov, Google Research & {azhmogin,sandler,mxv}@google.com. ::: Table of Links Abstract and Introduction Problem Setup and Related Work HyperTransformer Experiments Conclusion and References A Example of a Self-Attention … Read more

HyperTransformer: B Model Parameters

:::info This paper is available on arxiv under CC 4.0 license. Authors: (1) Andrey Zhmoginov, Google Research & {azhmogin,sandler,mxv}@google.com; (2) Mark Sandler, Google Research & {azhmogin,sandler,mxv}@google.com; (3) Max Vladymyrov, Google Research & {azhmogin,sandler,mxv}@google.com. ::: Table of Links Abstract and Introduction Problem Setup and Related Work HyperTransformer Experiments Conclusion and References A Example of a Self-Attention … Read more

HyperTransformer: Model Generation for Supervised and Semi-Supervised Few-Shot Learning

:::info This paper is available on arxiv under CC 4.0 license. Authors: (1) Andrey Zhmoginov, Google Research & {azhmogin,sandler,mxv}@google.com; (2) Mark Sandler, Google Research & {azhmogin,sandler,mxv}@google.com; (3) Max Vladymyrov, Google Research & {azhmogin,sandler,mxv}@google.com. ::: Table of Links Abstract and Introduction Problem Setup and Related Work HyperTransformer Experiments Conclusion and References A Example of a Self-Attention … Read more

HyperTransformer: Problem Setup and Related Work

:::info This paper is available on arxiv under CC 4.0 license. Authors: (1) Andrey Zhmoginov, Google Research & {azhmogin,sandler,mxv}@google.com; (2) Mark Sandler, Google Research & {azhmogin,sandler,mxv}@google.com; (3) Max Vladymyrov, Google Research & {azhmogin,sandler,mxv}@google.com. ::: Table of Links Abstract and Introduction Problem Setup and Related Work HyperTransformer Experiments Conclusion and References A Example of a Self-Attention … Read more

HyperTransformer: Abstract and Introduction

:::info This paper is available on arxiv under CC 4.0 license. Authors: (1) Andrey Zhmoginov, Google Research & {azhmogin,sandler,mxv}@google.com; (2) Mark Sandler, Google Research & {azhmogin,sandler,mxv}@google.com; (3) Max Vladymyrov, Google Research & {azhmogin,sandler,mxv}@google.com. ::: Table of Links Abstract and Introduction Problem Setup and Related Work HyperTransformer Experiments Conclusion and References A Example of a Self-Attention … Read more

How to Correctly Plan and Implement A GRC Strategy in Your Digital Business

Governance, Risk, and Compliance (GRC) policies in digital business encompass integrated practices that ensure that your processes align with regulations, industry standards, and internal policies. Most commonly it refers to governance structures, risk management, and compliance measures. The regulatory part of the digital landscape evolves dynamically and leans towards tightening measures, at the same time, … Read more

LLMs vs Leetcode (Part 1 & 2): Understanding Transformers’ Solutions to Algorithmic Problems

In the spirit of the Mechanistic interpretability agenda for neural networks, this post (and perhaps others to follow in a series) investigates the “algorithms” learned by a transformer model for tackling a narrow technical task —a modified version of the “Valid Parentheses” Leetcode problem. While the utility of the task is much more modest in … Read more

Here’s What to Know About Apache Cassandra 5.0

Apache Cassandra—the immensely popular open-source, distributed NoSQL database management system—is approaching the general availability of its 5.0 version (the 5.0 beta is already available). Whether you’re an existing Cassandra user or considering a migration to the open-source database with the release of this new version, there’s a lot to be excited about with 5.0. I … Read more

Fast Neighborhood Search Heuristics for the Colorful Bin Packing Problem: Conclusion and References

:::info Authors: (1) Renan F. F. da Silva, Institute of Computing, University of Campinas; (2) Yulle G. F. Borges, Institute of Computing, University of Campinas; (3) Rafael C. S. Schouery, Institute of Computing, University of Campinas. ::: 9 Conclusion Our approaches were quite effective, enabling us to find solutions very close to the optimal solution, … Read more

Analyzing Computational Results: Insights into Bin Packing Heuristic Performance

:::info Authors: (1) Renan F. F. da Silva, Institute of Computing, University of Campinas; (2) Yulle G. F. Borges, Institute of Computing, University of Campinas; (3) Rafael C. S. Schouery, Institute of Computing, University of Campinas. ::: 8 Computational Results Next, we present the instances used in our experiments [1] . Sequentially, we show some … Read more

Using T-tests for Abnormal Data in AB Testing

Today, nearly all companies in the IT industry use AB testing to evaluate the value of a feature. They test all changes in applications and websites, allowing someone to determine which feature is the winner every day. As a result, numerous discussions revolve around experiments and AB tests, with a common misconception being the prohibition … Read more

Exploring the Intersection of Data Science and Cyber Security: Insights and Applications

Hacking and breaking into a system using different tools has become a major worry for people and organizations worldwide. Attackers today frequently utilize sophisticated data science approaches to compromise a system. Can data science be used to stop system hacking if it can be used to gain control of the system? The application of data … Read more

Qvest Shares Key AI Findings at NAB Show 2024, Highlighting Major Trends in Media and Entertainment

The 2024 NAB Show featured a lot about, expectedly, AI and the journey within the media and entertainment sectors. Qvest, a leader in digital transformation across broadcast, media, and entertainment, shared new insights into how Fortune 1000 major studios and network players are navigating the complex yet promising terrain of Artificial Intelligence (AI). This exploration … Read more

Cloudborn Demo Takes GDC By Storm With Many Wowed By Gameplay

SAN FRANSCISCO, United States, April 4th, 2024/GamingWire/–Cloudborn, the latest release from Antler Interactive, successfully demoed at the Game Developers Conference in San Francisco last week. Featured in both the Inworld and BGA booths, the first-of-its-kind Web3, RPG, MMO, AI, PC-based game proved to be more than just a lengthy combination of acronyms.  Constantin Berthelier, Narrative … Read more

Xuirin Finance a Pioneer For DeFi Card – Presale Stage 1 Sold Out

BANKSTOWN, Australia, April 15th, 2024, Chainwire/–Xuirin Finance, has recently presented its DeFi card, an innovative solution designed to merge the functionalities of traditional debit and credit cards with the decentralized financial services provided by DeFi. The introduction of this card aims to facilitate daily transactions using cryptocurrencies, enhancing their integration into the global payment ecosystem. … Read more

The 30-Day .NET Challenge – Day 25: Use Exception Filters

Learn to enhance your C# code’s readability by avoiding multiple catch blocks. Discover a better approach using Exception Filters on Day 25 of our 30-Day .NET Challenge. Introduction The article demonstrates the use of exception filters to improve the readability, maintainability and performance of the application. Learning Objectives The problem with traditional exception handling Efficient … Read more

Blockchain is Shaping the Future of Athletics

The infusion of digital assets into sports is not just a fleeting trend but a profound disruption. It is reshaping everything from fan engagement to financial transactions, sponsorship deals, and even the very essence of sports memorabilia. Let’s dive into how cryptocurrency is revolutionizing the sports realm. Fan Engagement and Experiences Cryptocurrencies are redefining the … Read more

Blockchain SaaS And The Future Of Business: Exclusive Interview With OnchainLabs CEO Florian Ehrbar

Gartner, a leading research and advisory firm, recently predicted a significant rise in the value-add of enterprise blockchain by 2030, fueled by the increasing need for scalable business solutions, secure transactions, and the inherent benefits of decentralization offered by blockchain technology. Although B2B blockchain SaaS solutions are still in the early stages of adoption, they … Read more