Month: April 2024

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

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:::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

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:::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

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:::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

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:::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

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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

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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