no code implementations • 23 Jun 2023 • Jinkyu Koo, John Yang, Le An, Gwenaelle Cunha Sergio, Su Inn Park
To mitigate this issue, we propose Swin-Free in which we apply size-varying windows across stages, instead of shifting windows, to achieve cross-connection among local windows.
no code implementations • 28 Apr 2022 • John Yang, Le An, Anurag Dixit, Jinkyu Koo, Su Inn Park
Transformer and its variants have shown state-of-the-art results in many vision tasks recently, ranging from image classification to dense prediction.
1 code implementation • 26 Dec 2021 • Florian Tambon, Amin Nikanjam, Le An, Foutse khomh, Giuliano Antoniol
This paper presents the first empirical study of Keras and TensorFlow silent bugs, and their impact on users' programs.
1 code implementation • 26 Jul 2021 • Florian Tambon, Gabriel Laberge, Le An, Amin Nikanjam, Paulina Stevia Nouwou Mindom, Yann Pequignot, Foutse khomh, Giulio Antoniol, Ettore Merlo, François Laviolette
Method: We conduct a Systematic Literature Review (SLR) of research papers published between 2015 to 2020, covering topics related to the certification of ML systems.
no code implementations • NeurIPS 2015 • Ehsan Adeli-Mosabbeb, Kim-Han Thung, Le An, Feng Shi, Dinggang Shen
The proposed method operates under a semi-supervised setting, in which both labeled training and unlabeled testing data are incorporated to form the intrinsic geometry of the sample space.
no code implementations • CVPR 2014 • Xiaojing Chen, Zhen Qin, Le An, Bir Bhanu
We introduce an online approach to learn possible elementary groups (groups that contain only two targets) for inferring high level context that can be used to improve multi-target tracking in a data-association based framework.