IEEE

Multi Pattern Features-Based Spoofing Detection Mechanism Using One Class Learning

Abstract: Automatic Speaker Verification systems are prone to various voice spoofing attacks such as replays, voice conversion (VC) and speech synthesis. Malicious users can perform specific tasks ...
来自MSN

Activation functions in neural networks: Types and examples

In this video, we will see What is Activation Function in Neural network, types of Activation function in Neural Network, why to use an Activation Function and which Activation function to use. The ...
GitHub

Flash Attention with Sink — GPT-OSS 20B Attention Implementation

flash-attention-with-sink implements an attention variant used in GPT-OSS 20B that integrates a "sink" step into FlashAttention. This repo focuses on the forward path and provides an experimental ...
IEEE

Algorithm-Hardware Co-Design of a Unified Accelerator for Non-Linear Functions in Transformers

Abstract: Nonlinear functions (NFs) in Transformers require high-precision computation consuming significant time and energy, despite the aggressive quantization schemes for other components.
VentureBeat

Microsoft’s Differential Transformer cancels attention noise in LLMs

Want smarter insights in your inbox? Sign up for our weekly newsletters to get only what matters to enterprise AI, data, and security leaders. Subscribe Now Improving the capabilities of large ...