GitHub

CKA (Centered Kernel Alignment) in PyTorch.

This repository has been built mainly for personal and academic use since Captum still needs to implement its variant of CKA. As such, do not expect this project to work for every model. Centered ...
GitHub

An optimized implementation of the Kimi Linear architecture - a hybrid linear attention mechanism outperforming traditional full attention.

Kimi Linear is a groundbreaking hybrid attention architecture that combines the best of both worlds: the efficiency of linear attention and the performance of full attention mechanisms. This ...
Scientific Research Publishing

G. R. G. Lanckriet, N. Cristianini, P. Bartlett, L. E. Ghaoui, and M. I. Jordan, “Learning the kernel matrix with semidefinite programming,” Journal of Machine Learning ...

ABSTRACT: The objective of modelling from data is not that the model simply fits the training data well. Rather, the goodness of a model is characterized by its generalization capability, ...
IEEE

Subgraph-Aware Graph Kernel Neural Network for Link Prediction in Biological Networks

Abstract: Identifying links within biological networks is important in various biomedical applications. Recent studies have revealed that each node in a network may play a unique role in different ...
IEEE

AFOCL: Portable OpenCL Programming of FPGAs via Automated Built-in Kernel Management

Abstract: OpenCL provides a consistent programming model across CPUs, GPUs, and FPGAs. However, to get reasonable performance out of FPGAs, OpenCL programs created for other platforms need to be ...