Search Results for author: Tao Gu

Found 14 papers, 5 papers with code

Magic Clothing: Controllable Garment-Driven Image Synthesis

1 code implementation15 Apr 2024 Weifeng Chen, Tao Gu, Yuhao Xu, Chengcai Chen

We propose Magic Clothing, a latent diffusion model (LDM)-based network architecture for an unexplored garment-driven image synthesis task.

Image Generation

Performance Bounds for Passive Sensing in Asynchronous ISAC Systems -- Appendices

no code implementations9 Mar 2024 Jingbo Zhao, Zhaoming Lu, J. Andrew Zhang, Weicai Li, Yifeng Xiong, Zijun Han, Xiangming Wen, Tao Gu

This document contains the appendices for our paper titled ``Performance Bounds for Passive Sensing in Asynchronous ISAC Systems."

OOTDiffusion: Outfitting Fusion based Latent Diffusion for Controllable Virtual Try-on

3 code implementations4 Mar 2024 Yuhao Xu, Tao Gu, Weifeng Chen, Chengcai Chen

We present OOTDiffusion, a novel network architecture for realistic and controllable image-based virtual try-on (VTON).

Denoising Image Generation +1

FLrce: Resource-Efficient Federated Learning with Early-Stopping Strategy

1 code implementation15 Oct 2023 Ziru Niu, Hai Dong, A. Kai Qin, Tao Gu

Under the orchestration of a server, edge devices (also called clients in FL) collaboratively train a global deep-learning model without sharing any local data.

Federated Learning

Coalgebraic Semantics for Probabilistic Logic Programming

no code implementations7 Dec 2020 Tao Gu, Fabio Zanasi

Probabilistic logic programming is increasingly important in artificial intelligence and related fields as a formalism to reason about uncertainty.

Logic in Computer Science

An Ontology-based Context Model in Intelligent Environments

no code implementations6 Mar 2020 Tao Gu, Xiao Hang Wang, Hung Keng Pung, Da Qing Zhang

A context-aware infrastructure requires an appropriate context model to represent, manipulate and access context information.

MDLdroid: a ChainSGD-reduce Approach to Mobile Deep Learning for Personal Mobile Sensing

no code implementations7 Feb 2020 Yu Zhang, Tao Gu, Xi Zhang

Towards pushing deep learning on devices, we present MDLdroid, a novel decentralized mobile deep learning framework to enable resource-aware on-device collaborative learning for personal mobile sensing applications.

Federated Learning Multi-Goal Reinforcement Learning

MindID: Person Identification from Brain Waves through Attention-based Recurrent Neural Network

2 code implementations16 Nov 2017 Xiang Zhang, Lina Yao, Salil S. Kanhere, Yunhao Liu, Tao Gu, Kai-Xuan Chen

The proposed approach is evaluated over 3 datasets (two local and one public).

Human-Computer Interaction

Multi-Person Brain Activity Recognition via Comprehensive EEG Signal Analysis

no code implementations26 Sep 2017 Xiang Zhang, Lina Yao, Dalin Zhang, Xianzhi Wang, Quan Z. Sheng, Tao Gu

In this paper, we attempt to solve the above challenges by proposing an approach which has better EEG interpretation ability via raw Electroencephalography (EEG) signal analysis for multi-person and multi-class brain activity recognition.

Activity Recognition EEG +1

Converting Your Thoughts to Texts: Enabling Brain Typing via Deep Feature Learning of EEG Signals

2 code implementations26 Sep 2017 Xiang Zhang, Lina Yao, Quan Z. Sheng, Salil S. Kanhere, Tao Gu, Dalin Zhang

An electroencephalography (EEG) based Brain Computer Interface (BCI) enables people to communicate with the outside world by interpreting the EEG signals of their brains to interact with devices such as wheelchairs and intelligent robots.

EEG General Classification +1

DeepKey: An EEG and Gait Based Dual-Authentication System

no code implementations6 Jun 2017 Xiang Zhang, Lina Yao, Chaoran Huang, Tao Gu, Zheng Yang, Yunhao Liu

Biometric authentication involves various technologies to identify individuals by exploiting their unique, measurable physiological and behavioral characteristics.

EEG Face Recognition +1

"Knowing value" logic as a normal modal logic

no code implementations29 Apr 2016 Tao Gu, Yanjing Wang

Recent years witness a growing interest in nonstandard epistemic logics of "knowing whether", "knowing what", "knowing how", and so on.

Negation

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