Wei Dai

Analysis of college oral English teaching based on multimedia and network technology

2017

With the continuous development and maturity of multimedia and network technology, it has gradually entered into our study and life. As a kind of modern technology with high efficiency and convenience, multimedia and network technology …

Benchmarking Robustness of Deep Learning Classifiers Using Two-Factor Perturbation

2021 · 2021 IEEE International Conference on Big Data (Big Data)

Deep learning (DL) classifiers are often unstable in that they may change significantly when retested on perturbed images or low quality images. This paper adds to the fundamental body of work on the robustness of …

LightGCNet: A Lightweight Geometric Constructive Neural Network for Data-Driven Soft sensors

2023 · arXiv (Cornell University)

Data-driven soft sensors provide a potentially cost-effective and more accurate modeling approach to measure difficult-to-measure indices in industrial processes compared to mechanistic approaches. Artificial intelligence (AI) techniques, such as deep learning, have become a popular …

Harnessing Neural Unit Dynamics for Effective and Scalable Class-Incremental Learning

2024 · arXiv (Cornell University)

Class-incremental learning (CIL) aims to train a model to learn new classes from non-stationary data streams without forgetting old ones. In this paper, we propose a new kind of connectionist model by tailoring neural unit …