Djamila Aouada

About Djamila Aouada

Djamila Aouada, With an exceptional h-index of 24 and a recent h-index of 19 (since 2020), a distinguished researcher at Université du Luxembourg, specializes in the field of Image Processing, Computer Vision, Machine Learning, Artificial Intelligence.

His recent articles reflect a diverse array of research interests and contributions to the field:

Hardware Aware Evolutionary Neural Architecture Search using Representation Similarity Metric

Discriminator-free Unsupervised Domain Adaptation for Multi-label Image Classification

DermSynth3D: Synthesis of in-the-wild annotated dermatology images

Multi-Objective Hardware Aware Neural Architecture Search using Hardware Cost Diversity

CAD-SIGNet: CAD Language Inference from Point Clouds using Layer-wise Sketch Instance Guided Attention

LAA-Net: Localized Artifact Attention Network for High-Quality Deepfakes Detection

Zero-G lab: a multi-purpose facility for emulating space operations

SPADES: A Realistic Spacecraft Pose Estimation Dataset using Event Sensing

Djamila Aouada Information

University

Position

Senior Research Scientist Interdisciplinary Centre for Security Reliability and (SnT

Citations(all)

2768

Citations(since 2020)

2128

Cited By

1503

hIndex(all)

24

hIndex(since 2020)

19

i10Index(all)

60

i10Index(since 2020)

46

Email

University Profile Page

Google Scholar

Djamila Aouada Skills & Research Interests

Image Processing

Computer Vision

Machine Learning

Artificial Intelligence

Top articles of Djamila Aouada

Hardware Aware Evolutionary Neural Architecture Search using Representation Similarity Metric

2024

Discriminator-free Unsupervised Domain Adaptation for Multi-label Image Classification

2024

DermSynth3D: Synthesis of in-the-wild annotated dermatology images

Medical Image Analysis

2024/3/26

Multi-Objective Hardware Aware Neural Architecture Search using Hardware Cost Diversity

arXiv preprint arXiv:2404.12403

2024/4/15

CAD-SIGNet: CAD Language Inference from Point Clouds using Layer-wise Sketch Instance Guided Attention

arXiv preprint arXiv:2402.17678

2024/2/27

Anis Kacem
Anis Kacem

H-Index: 7

Djamila Aouada
Djamila Aouada

H-Index: 17

LAA-Net: Localized Artifact Attention Network for High-Quality Deepfakes Detection

arXiv preprint arXiv:2401.13856

2024/1/24

Zero-G lab: a multi-purpose facility for emulating space operations

Journal of Space Safety Engineering

2023/12/1

SPADES: A Realistic Spacecraft Pose Estimation Dataset using Event Sensing

arXiv preprint arXiv:2311.05310

2023/11/9

Djamila Aouada
Djamila Aouada

H-Index: 17

3d-aware object localization using gaussian implicit occupancy function

2023/10/1

Multi-label deepfake classification

2023/9/27

A survey on deep learning-based monocular spacecraft pose estimation: Current state, limitations and prospects

2023/8/9

Vincent Gaudillière
Vincent Gaudillière

H-Index: 3

Djamila Aouada
Djamila Aouada

H-Index: 17

DELO: Deep Evidential LiDAR Odometry using Partial Optimal Transport

arXiv e-prints

2023/8

Djamila Aouada
Djamila Aouada

H-Index: 17

Didier Stricker
Didier Stricker

H-Index: 31

Space Debris: Are Deep Learning-based Image Enhancements part of the Solution?

arXiv preprint arXiv:2308.00408

2023/8/1

CalcGraph: taming the high costs of deep learning using models

Software and Systems Modeling

2023/8

Industrial defect detection on the edge with deep learning over scarcely labeled and extremely imbalanced data

2023/7/23

Thomas Hartmann
Thomas Hartmann

H-Index: 18

Djamila Aouada
Djamila Aouada

H-Index: 17

Impact of Disentanglement on Pruning Neural Networks

arXiv preprint arXiv:2307.09994

2023/7/19

UNTAG: Learning Generic Features for Unsupervised Type-Agnostic Deepfake Detection

2023/6/4

Enjie Ghorbel
Enjie Ghorbel

H-Index: 8

Djamila Aouada
Djamila Aouada

H-Index: 17

A new perspective for understanding generalization gap of deep neural networks trained with large batch sizes

Applied Intelligence

2023/6

Konstantinos Papadopoulos
Konstantinos Papadopoulos

H-Index: 14

Djamila Aouada
Djamila Aouada

H-Index: 17

Compression of Deep Neural Networks for Space Autonomous Systems

2023/4/19

Self-Supervised Learning for Biologically-Inspired Place Representation Generalization across Appearance Changes

arXiv e-prints

2023/3

See List of Professors in Djamila Aouada University(Université du Luxembourg)

Co-Authors

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