Tech Xplore

For computational devices, talk isn't cheap: Research reveals unavoidable energy costs across all communication channels

Every task we perform on a computer—whether number crunching, watching a video, or typing out an article—requires different ...
IEEE

Efficient Encoding and Decoding of Voxelized Models for Machine Learning-Based Applications

Abstract: Point clouds have become a popular training data for many practical applications of machine learning in the fields of environmental modeling and precision agriculture. In order to reduce ...

Orchard Therapeutics Celebrates Addition of Metachromatic Leukodystrophy to the U.S. Recommended Uniform Screening Panel

Newborn screening is the only practical means of diagnosing MLD prior to the onset of symptoms, which is key to achieving ...
GitHub

PersPose: 3D Human Pose Estimation with Perspective Encoding and Perspective Rotation

This is the offical Pytorch implementation of PersPose, which estimates the 3D positions of joints from individual images. Below is the overall framework. We design Perspective Encoding (PE) to encode ...
IEEE

End-to-End Learning System for Symbol Decoding in Optical Communication

Abstract: In this paper we propose an autoencoder-based End-to-End (E2E) Deep Learning for symbol decoding in fiber optical communications systems. The autoencoder was trained with data encoded in two ...
GitHub

Free Draft-and-Verification: Toward Lossless Parallel Decoding for Diffusion Large Language Models

We propose FreeDave (Free Draft-and-Verification), a fast sampling algorithm for diffusion language models, which achieves lossless parallel decoding via a pipeline of parallel-decoded candidate ...