Hoang-An Le | DeepAI

AI Chat

Featured Co-authors

Sébastien Lefèvre
35 publications
Theo Gevers
26 publications
Alexandre Boulch
25 publications
Thomas Mensink
22 publications
Sezer Karaoglu
18 publications
Minh-Tan Pham
16 publications
Anil S. Baslamisli
9 publications
Partha Das
7 publications
Thomas Corpetti
5 publications
Dirk Tiede
4 publications
Jian Han
4 publications

∙ 09/12/2023

Self-Training and Multi-Task Learning for Limited Data: Evaluation Study on Object Detection

Self-training allows a network to learn from the predictions of a more c...

0 Hoang-An Le, et al. ∙

∙ 07/18/2023

Knowledge Distillation for Object Detection: from generic to remote sensing datasets

Knowledge distillation, a well-known model compression technique, is an ...

0 Hoang-An Le, et al. ∙

∙ 06/08/2022

Learning Digital Terrain Models from Point Clouds: ALS2DTM Dataset and Rasterization-based GAN

Despite the popularity of deep neural networks in various domains, the e...

24 Hoang-An Le, et al. ∙

∙ 04/14/2022

Detection of Degraded Acacia tree species using deep neural networks on uav drone imagery

Deep-learning-based image classification and object detection has been a...

16 Anne Achieng Osio, et al. ∙

∙ 04/14/2022

CroCo: Cross-Modal Contrastive learning for localization of Earth Observation data

It is of interest to localize a ground-based LiDAR point cloud on remote...

0 Wei-Hsin Tseng, et al. ∙

∙ 11/09/2020

EDEN: Multimodal Synthetic Dataset of Enclosed GarDEN Scenes

Multimodal large-scale datasets for outdoor scenes are mostly designed f...

16 Hoang-An Le, et al. ∙

∙ 09/17/2020

Novel View Synthesis from Single Images via Point Cloud Transformation

In this paper the argument is made that for true novel view synthesis of...

0 Hoang-An Le, et al. ∙

∙ 12/09/2019

ShadingNet: Image Intrinsics by Fine-Grained Shading Decomposition

In general, intrinsic image decomposition algorithms interpret shading a...

6 Anil S. Baslamisli, et al. ∙

∙ 12/18/2018

Improving Face Detection Performance with 3D-Rendered Synthetic Data

In this paper, we provide a synthetic data generator methodology with fu...

6 Jian Han, et al. ∙

∙ 12/05/2018

Unsupervised Generation of Optical Flow Datasets from Videos in the Wild

Dense optical flow ground truth of non-rigid motion for real-world image...

6 Hoang-An Le, et al. ∙

∙ 07/31/2018

Joint Learning of Intrinsic Images and Semantic Segmentation

Semantic segmentation of outdoor scenes is problematic when there are va...

5 Anil S. Baslamisli, et al. ∙

∙ 07/19/2018

Three for one and one for three: Flow, Segmentation, and Surface Normals

Optical flow, semantic segmentation, and surface normals represent diffe...

0 Hoang-An Le, et al. ∙

∙ 12/04/2017

CNN based Learning using Reflection and Retinex Models for Intrinsic Image Decomposition

Most of the traditional work on intrinsic image decomposition rely on de...

1 Anil S. Baslamisli, et al. ∙

Are you a researcher?
Expose your work
to one of the largest
A.I. communities in the world