LanguageBind: Extending Video-Language Pretraining to N-modality by Language-based Semantic Alignment

4 code implementations • 3 Oct 2023 • Bin Zhu, Bin Lin, Munan Ning, Yang Yan, Jiaxi Cui, Hongfa Wang, Yatian Pang, Wenhao Jiang, Junwu Zhang, Zongwei Li, Wancai Zhang, Zhifeng Li, Wei Liu, Li Yuan

We thus propose VIDAL-10M with Video, Infrared, Depth, Audio and their corresponding Language, naming as VIDAL-10M.

Audio Classification Contrastive Learning +11

An Overview of AI and Blockchain Integration for Privacy-Preserving

no code implementations • 6 May 2023 • Zongwei Li, Dechao Kong, Yuanzheng Niu, Hongli Peng, Xiaoqi Li, Wenkai Li

In conclusion, this paper outlines the future directions of privacy protection technologies emerging from AI and blockchain integration, including enhancing efficiency and security to achieve a more comprehensive privacy protection of privacy.

De-identification Management +1

A Modified Batch Intrinsic Plasticity Method for Pre-training the Random Coefficients of Extreme Learning Machines

no code implementations • 14 Mar 2021 • Suchuan Dong, Zongwei Li

In this paper we present a modified batch intrinsic plasticity (modBIP) method for pre-training the random coefficients in the ELM neural networks.

Local Extreme Learning Machines and Domain Decomposition for Solving Linear and Nonlinear Partial Differential Equations

no code implementations • 4 Dec 2020 • Suchuan Dong, Zongwei Li

The computational performance of the current method is on par with, and oftentimes exceeds, the FEM performance.