Search Results for author: Le An

Found 6 papers, 2 papers with code

Swin-Free: Achieving Better Cross-Window Attention and Efficiency with Size-varying Window

no code implementations23 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.

Depth Estimation with Simplified Transformer

no code implementations28 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.

Autonomous Driving Image Classification +1

Silent Bugs in Deep Learning Frameworks: An Empirical Study of Keras and TensorFlow

1 code implementation26 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.

Robust Feature-Sample Linear Discriminant Analysis for Brain Disorders Diagnosis

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.

General Classification

An Online Learned Elementary Grouping Model for Multi-target Tracking

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.

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