Search Results for author: Xiaodi Li

Found 5 papers, 3 papers with code

DoraemonGPT: Toward Understanding Dynamic Scenes with Large Language Models

1 code implementation16 Jan 2024 Zongxin Yang, Guikun Chen, Xiaodi Li, Wenguan Wang, Yi Yang

Recent LLM-driven visual agents mainly focus on solving image-based tasks, which limits their ability to understand dynamic scenes, making it far from real-life applications like guiding students in laboratory experiments and identifying their mistakes.

Scheduling

Deep unrolling Shrinkage Network for Dynamic MR imaging

1 code implementation19 Jul 2023 Yinghao Zhang, Xiaodi Li, Weihang Li, Yue Hu

In particular, we put forward a novel deep unrolling shrinkage network (DUS-Net) by unrolling the alternating direction method of multipliers (ADMM) for optimizing the transformed $l_1$ norm dynamic MR reconstruction model.

Segment and Track Anything

1 code implementation11 May 2023 Yangming Cheng, Liulei Li, Yuanyou Xu, Xiaodi Li, Zongxin Yang, Wenguan Wang, Yi Yang

This report presents a framework called Segment And Track Anything (SAMTrack) that allows users to precisely and effectively segment and track any object in a video.

Autonomous Driving Object Tracking

An Automated Vulnerability Detection Framework for Smart Contracts

no code implementations20 Jan 2023 Feng Mi, Chen Zhao, Zhuoyi Wang, Sadaf MD Halim, Xiaodi Li, Zhouxiang Wu, Latifur Khan, Bhavani Thuraisingham

With the increase of the adoption of blockchain technology in providing decentralized solutions to various problems, smart contracts have become more popular to the point that billions of US Dollars are currently exchanged every day through such technology.

Metric Learning Vulnerability Detection

DeepMLE: A Robust Deep Maximum Likelihood Estimator for Two-view Structure from Motion

no code implementations11 Oct 2022 Yuxi Xiao, Li Li, Xiaodi Li, Jian Yao

In addition, in order to increase the robustness of our framework, we formulate the likelihood function of the correlations of 2D image matches as a Gaussian and Uniform mixture distribution which takes the uncertainty caused by illumination changes, image noise and moving objects into account.

3D Reconstruction

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