A fractional gradient descent algorithm robust to the initial weights of multilayer perceptron

X Xie, YF Pu, J Wang - Neural Networks, 2023 - Elsevier
For multilayer perceptron (MLP), the initial weights will significantly influence its
performance. Based on the enhanced fractional derivative extend from convex optimization …

A Survey on Deep Multi-modal Learning for Body Language Recognition and Generation

L Liu, L Gao, W Lei, F Ma, X Lin, J Wang - arXiv preprint arXiv:2308.08849, 2023 - arxiv.org
Body language (BL) refers to the non-verbal communication expressed through physical
movements, gestures, facial expressions, and postures. It is a form of communication that …

TransGesture: Autoregressive gesture generation with RNN-transducer

N Kaneko, Y Mitsubayashi, G Mu - Proceedings of the 2022 International …, 2022 - dl.acm.org
This paper presents a gesture generation model based on an RNN-transducer, submitted to
the GENEA Challenge 2022. The proposed model consists of three neural networks …

The Potential of Holographic Avatars in the Hybrid Workplace: An Industrial/Organizational Psychology Perspective

NJ Villani - International Conference on ArtsIT, Interactivity and …, 2023 - Springer
Hybrid work, defined as a work arrangement that allows employees to perform work at
different locations, will become the most prevalent work model in the next decade. While …

Design and Analysis of Multipliers for DNN application using approximate 4: 2 Compressors.

H Gillurkar, P Dwaramwar… - … Journal of Next …, 2022 - search.ebscohost.com
Abstract The demand for Deep Learning applications in resource constrained devices is
booming in recent years. The use of Deep Neural Network (DNN) is the leading method in …