no code implementations • 4 Sep 2024 • Ruoyu Wang, Yao Liu, Yuanjiang Cao, Lina Yao
We address these constraints by initially exploring the unique differences between Navigation tasks and other sequential data tasks through the lens of Causality, presenting a causal framework to elucidate the inadequacies of conventional sequential methods for Navigation.
no code implementations • 11 May 2024 • Yao Liu, Ruoyu Wang, Yuanjiang Cao, Quan Z. Sheng, Lina Yao
The exploration of high-speed movement by robots or road traffic agents is crucial for autonomous driving and navigation.
no code implementations • 28 Aug 2023 • Yuanjiang Cao, Quan Z. Sheng, Julian McAuley, Lina Yao
Deep Generative AI has been a long-standing essential topic in the machine learning community, which can impact a number of application areas like text generation and computer vision.
no code implementations • 7 Mar 2023 • Yuanjiang Cao, Lina Yao, Le Pan, Quan Z. Sheng, Xiaojun Chang
The goal of Image-to-image (I2I) translation is to transfer an image from a source domain to a target domain, which has recently drawn increasing attention.
Generative Adversarial Network Image-to-Image Translation +1
no code implementations • 2 Dec 2021 • Siyu Wang, Yuanjiang Cao, Xiaocong Chen, Lina Yao, Xianzhi Wang, Quan Z. Sheng
Finally, we study the attack strength and frequency of adversarial examples and evaluate our model on standard datasets with multiple crafting methods.
no code implementations • 14 Jun 2020 • Yuanjiang Cao, Xiaocong Chen, Lina Yao, Xianzhi Wang, Wei Emma Zhang
Finally, we study the attack strength and frequency of adversarial examples and evaluate our model on standard datasets with multiple crafting methods.