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Collections including paper arxiv:2405.15932

Papers - NEDL - Attention - Equivar - Steerable Transformers

Euclidean signal on Euclidean domains for keys, queries and values, with group action on codomain.

Steerable Transformers

Paper • 2405.15932 • Published May 24 • 1

Papers - Encodings - Equivariant Positional Encodings

Steerable Transformers

Paper • 2405.15932 • Published May 24 • 1

Papers - Math - Fourier Components - Fourier Space

Steerable Transformers

Paper • 2405.15932 • Published May 24 • 1

Papers - Attention - Algebra - Equivariant

Steerable Transformers

Paper • 2405.15932 • Published May 24 • 1

Papers - Attention - Algebra SE(d) - Fourier Nonlinearities

Steerable Transformers

Paper • 2405.15932 • Published May 24 • 1

Papers - Math - Algebra - Algebraic Transformations

Beyond Euclid: An Illustrated Guide to Modern Machine Learning with Geometric, Topological, and Algebraic Structures

Paper • 2407.09468 • Published Jul 12 • 1
Steerable Transformers

Paper • 2405.15932 • Published May 24 • 1

FaceChain-SuDe: Building Derived Class to Inherit Category Attributes for One-shot Subject-Driven Generation

Paper • 2403.06775 • Published Mar 11 • 3
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Paper • 2010.11929 • Published Oct 22, 2020 • 6
Data Incubation -- Synthesizing Missing Data for Handwriting Recognition

Paper • 2110.07040 • Published Oct 13, 2021 • 2
A Mixture of Expert Approach for Low-Cost Customization of Deep Neural Networks

Paper • 1811.00056 • Published Oct 31, 2018 • 2

Papers - Attention

Linear Transformers with Learnable Kernel Functions are Better In-Context Models

Paper • 2402.10644 • Published Feb 16 • 78
GQA: Training Generalized Multi-Query Transformer Models from Multi-Head Checkpoints

Paper • 2305.13245 • Published May 22, 2023 • 5
ChunkAttention: Efficient Self-Attention with Prefix-Aware KV Cache and Two-Phase Partition

Paper • 2402.15220 • Published Feb 23 • 19
Sequence Parallelism: Long Sequence Training from System Perspective

Paper • 2105.13120 • Published May 26, 2021 • 5

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