Djamila Aouada

1. LAA-Net: Localized Artifact Attention Network for Quality-Agnostic and Generalizable Deepfake Detection
   2024/01/24 by Dat Nguyen, Nesryne Mejri, Nguyen, Dat +13 · 21 citations
   Computer Science · Engineering · #Digital Media Forensic Detection #Anomaly Detection Techniques and Applications #Industrial Vision Systems and Defect Detection
2. CAD-SIGNet: CAD Language Inference from Point Clouds using Layer-wise Sketch Instance Guided Attention
   2024/02/27 by Mohammad Sadil Khan, Elona Dupont, Khan, Mohammad Sadil +9 · 12 citations
   Engineering · Earth and Planetary Sciences · Computer Science · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Image Processing and 3D Reconstruction
3. Leveraging Equivariant Features for Absolute Pose Regression
   2022/04/05 by Mohamed Adel Musallam, Musallam, Mohamed Adel, Vincent Gaudillière +7 · 4 citations
   Computer Science · Earth and Planetary Sciences · Engineering · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Object Detection Techniques
4. Multi-Objective Hardware Aware Neural Architecture Search using Hardware Cost Diversity
   2024/04/15 by Nilotpal Sinha, Peyman Rostami, Sinha, Nilotpal +7 · 5 citations
   Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection #Machine Learning (cs.LG) #Machine Learning and Data Classification #Neural Networks and Applications
5. TransCAD: A Hierarchical Transformer for CAD Sequence Inference from Point Clouds
   2024/07/17 by Elona Dupont, Dupont, Elona, Kseniya Cherenkova +9 · 5 citations
   Computer Science · Earth and Planetary Sciences · Engineering · #3D Surveying and Cultural Heritage #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing and 3D Reconstruction #Manufacturing Process and Optimization
6. DELO: Deep Evidential LiDAR Odometry using Partial Optimal Transport
   2023/08/14 by Sk Aziz Ali, Ali, Sk Aziz, Djamila Aouada +5 · 3 citations
   Computer Science · Engineering · Physics and Astronomy · #Advanced Optical Sensing Technologies #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization
7. SPADES: A Realistic Spacecraft Pose Estimation Dataset using Event Sensing
   2023/11/09 by Arunkumar Rathinam, Rathinam, Arunkumar, Haytam Qadadri +3 · 4 citations
   Engineering · Physics and Astronomy · #Astro and Planetary Science #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Planetary Science and Exploration #Space Satellite Systems and Control
8. Ensemble of Example-Dependent Cost-Sensitive Decision Trees
   2015/05/18 by Alejandro Correa Bahnsen, Bahnsen, Alejandro Correa, Djamila Aouada +3 · 1 citation
   Business, Management and Accounting · Computer Science · #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Financial Distress and Bankruptcy Prediction #Imbalanced Data Classification Techniques #Machine Learning (cs.LG)
9. SHARP Challenge 2023: Solving CAD History and pArameters Recovery from Point clouds and 3D scans. Overview, Datasets, Metrics, and Baselines
   2023/08/30 by Dimitrios Mallis, Sk Aziz Ali, Mallis, Dimitrios +15 · 3 citations
   Earth and Planetary Sciences · Engineering · #3D Surveying and Cultural Heritage #Additive Manufacturing and 3D Printing Technologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Manufacturing Process and Optimization
10. How Effective is Pre-training of Large Masked Autoencoders for Downstream Earth Observation Tasks?
    2024/09/27 by José Daniel Hernández Sosa, Sosa, Jose, Mohamed Ali Aloulou +11 · 3 citations
    Computer Science · Earth and Planetary Sciences · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Geological Modeling and Analysis #Image Processing and 3D Reconstruction #Seismology and Earthquake Studies
11. A Hitchhikers Guide to Fine-Grained Face Forgery Detection Using Common Sense Reasoning
    2024/10/01 by Niki Maria Foteinopoulou, Foteinopoulou, Niki Maria, Enjie Ghorbel +3 · 3 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Face recognition and analysis
12. SPARK: SPAcecraft Recognition leveraging Knowledge of Space Environment
    2021/04/13 by Mohamed Adel Musallam, Kassem Al Ismaeil, Musallam, Mohamed Adel +9 · 1 citation
    Engineering · Physics and Astronomy · #Astro and Planetary Science #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Planetary Science and Exploration #Space Satellite Systems and Control
13. CADOps-Net: Jointly Learning CAD Operation Types and Steps from Boundary-Representations
    2022/08/22 by Elona Dupont, Dupont, Elona, Kseniya Cherenkova +11 · 1 citation
    Earth and Planetary Sciences · Engineering · #3D Surveying and Cultural Heritage #BIM and Construction Integration #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Manufacturing Process and Optimization
14. FakeFormer: Efficient Vulnerability-Driven Transformers for Generalisable Deepfake Detection
    2024/10/29 by Dat Nguyen, Nguyen, Dat, Marcella Astrid +5 · 2 citations
    Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences
15. Vulnerability-Aware Spatio-Temporal Learning for Generalizable and Interpretable Deepfake Video Detection
    2025/01/02 by Dat Nguyen, Marcella Astrid, Nguyen, Dat +7 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Generative Adversarial Networks and Image Synthesis
16. Targeted Augmented Data for Audio Deepfake Detection
    2024/07/10 by Marcella Astrid, Astrid, Marcella, Enjie Ghorbel +3 · 1 citation
    Computer Science · #Anomaly Detection Techniques and Applications #Audio and Speech Processing (eess.AS) #Digital Media Forensic Detection #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
17. SepicNet: Sharp Edges Recovery by Parametric Inference of Curves in 3D Shapes
    2023/04/13 by Kseniya Cherenkova, Cherenkova, Kseniya, Elona Dupont +9 · 1 citation
    Computer Science · Earth and Planetary Sciences · Engineering · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Image Processing and 3D Reconstruction
18. Vertex Feature Encoding and Hierarchical Temporal Modeling in a Spatial-Temporal Graph Convolutional Network for Action Recognition
    2019/12/20 by Konstantinos Papadopoulos, Papadopoulos, Konstantinos, Enjie Ghorbel +5 · 1 citation
    Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gait Recognition and Analysis #Human Pose and Action Recognition
19. An Insight on Evaluation Metrics Under the Imbalanced Case of Anomaly Detection
    2026/07/24 by Romain Hermary, Nesryne Mejri, Djamila Aouada
    #cs.LG #stat.ML