A Practical Survey on Faster and Lighter Transformers

Better, faster, lighter Java

Image Semantic Transformation: Faster, Lighter and Stronger

We propose Image-Semantic-Transformation-ReconstructionCircle(ISTRC) model, a novel and powerful method using facenet’s Euclidean latent space to understand the images. As the name suggests, ISTRC construct the circle, able to perfectly reconstruct images. One powerful Euclidean latent space embedded in ISTRC is FaceNet’s last layer with the power of distinguishing and understanding images. Our...

Faster and Lighter Phrase-based Machine Translation Baseline

This paper describes the SENSE machine translation system participation in the Third Workshop for Asian Translation (WAT2016). We share our best practices to build a fast and light phrasebased machine translation (PBMT) models that have comparable results to the baseline systems provided by the organizers. As Neural Machine Translation (NMT) overtakes PBMT as the state-of-the-art, deep learning...

a head parameter survey on mazandarani dialect and its effect(s) on learning english from ca perspective (on the basis of x-bar syntax)1

there has been a gradual shift of focus from the study of rule systems, which have increasingly been regarded as impoverished, … to the study of systems of principles, which appear to occupy a much more central position in determining the character and variety of possible human languages. there is a set of absolute universals, notions and principles existing in ug which do not vary from one ...

A Survey on Practical Numbers

A positive integer m is said to be practical if every integer n 2 (1; m) is a sum of distinct positive divisors of m: In this paper we give an equivalent deenition of practical number, and describe some arithmetical properties of practical numbers showing a remarkable analogy with primes. We give an improvement of the estimate of the gap between consecutive practical numbers and prove the exist...