Djamila Aouada

ORCID

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 119

Top Venues

Publications

Inder Pal Singh, Enjie Ghorbel, Oyebade Kayode Oyedotun, Djamila Aouada
Multi-label image classification using adaptive graph convolutional networks: From a single domain to multiple domains. Comput. Vis. Image Underst. 247 (2024)
Marcella Astrid, Enjie Ghorbel, Djamila Aouada
Statistics-aware Audio-visual Deepfake Detector. CoRR (2024)
Marcella Astrid, Muhammad Zaigham Zaheer, Djamila Aouada, Seung-Ik Lee
Exploiting Autoencoder's Weakness to Generate Pseudo Anomalies. CoRR (2024)
Ashish Sinha, Jeremy Kawahara, Arezou Pakzad, Kumar Abhishek, Matthieu Ruthven, Enjie Ghorbel, Anis Kacem, Djamila Aouada, Ghassan Hamarneh
DermSynth3D: Synthesis of in-the-wild annotated dermatology images. Medical Image Anal. 95 (2024)
Mohammad Sadil Khan, Elona Dupont, Sk Aziz Ali, Kseniya Cherenkova, Anis Kacem, Djamila Aouada
CAD-SIGNet: CAD Language Inference from Point Clouds using Layer-wise Sketch Instance Guided Attention. CoRR (2024)
Nilotpal Sinha, Peyman Rostami, Abd El Rahman Shabayek, Anis Kacem, Djamila Aouada
Multi-Objective Hardware Aware Neural Architecture Search using Hardware Cost Diversity. CoRR (2024)
Elona Dupont, Kseniya Cherenkova, Dimitrios Mallis, Gleb Gusev, Anis Kacem, Djamila Aouada
TransCAD: A Hierarchical Transformer for CAD Sequence Inference from Point Clouds. CoRR (2024)
Inder Pal Singh, Enjie Ghorbel, Anis Kacem, Arunkumar Rathinam, Djamila Aouada
Discriminator-free Unsupervised Domain Adaptation for Multi-label Image Classification. WACV (2024)
Arunkumar Rathinam, Haytam Qadadri, Djamila Aouada
SPADES: A Realistic Spacecraft Pose Estimation Dataset using Event Sensing. ICRA (2024)
Ahmet Serdar Karadeniz, Dimitrios Mallis, Nesryne Mejri, Kseniya Cherenkova, Anis Kacem, Djamila Aouada
PICASSO: A Feed-Forward Framework for Parametric Inference of CAD Sketches via Rendering Self-Supervision. CoRR (2024)
Nesryne Mejri, Laura Lopez-Fuentes, Kankana Roy, Pavel Chernakov, Enjie Ghorbel, Djamila Aouada
Unsupervised anomaly detection in time-series: An extensive evaluation and analysis of state-of-the-art methods. Expert Syst. Appl. 256 (2024)
Marcella Astrid, Muhammad Zaigham Zaheer, Djamila Aouada, Seung-Ik Lee
Exploiting autoencoder's weakness to generate pseudo anomalies. Neural Comput. Appl. 36 (23) (2024)
Dat Nguyen, Nesryne Mejri, Inder Pal Singh, Polina Kuleshova, Marcella Astrid, Anis Kacem, Enjie Ghorbel, Djamila Aouada
LAA-Net: Localized Artifact Attention Network for High-Quality Deepfakes Detection. CoRR (2024)
Marcella Astrid, Enjie Ghorbel, Djamila Aouada
Targeted Augmented Data for Audio Deepfake Detection. CoRR (2024)
Nilotpal Sinha, Abd El Rahman Shabayek, Anis Kacem, Peyman Rostami, Carl Shneider, Djamila Aouada
Hardware Aware Evolutionary Neural Architecture Search using Representation Similarity Metric. WACV (2024)
Mohamed Adel Musallam, Vincent Gaudillière, Djamila Aouada
Self-Supervised Learning for Place Representation Generalization across Appearance Changes. WACV (2024)
Inder Pal Singh, Enjie Ghorbel, Anis Kacem, Arunkumar Rathinam, Djamila Aouada
Discriminator-free Unsupervised Domain Adaptation for Multi-label Image Classification. CoRR (2023)
Joe Lorentz, Thomas Hartmann, Assaad Moawad, François Fouquet, Djamila Aouada, Yves Le Traon
CalcGraph: taming the high costs of deep learning using models. Softw. Syst. Model. 22 (4) (2023)
Mohamed Adel Musallam, Vincent Gaudillière, Djamila Aouada
Self-Supervised Learning for Place Representation Generalization across Appearance Changes. CoRR (2023)
Leo Pauly, Wassim Rharbaoui, Carl Shneider, Arunkumar Rathinam, Vincent Gaudillière, Djamila Aouada
A Survey on Deep Learning-Based Monocular Spacecraft Pose Estimation: Current State, Limitations and Prospects. CoRR (2023)
Michele Lynn Jamrozik, Vincent Gaudillière, Mohamed Adel Musallam, Djamila Aouada
Space Debris: Are Deep Learning-based Image Enhancements part of the Solution? CoRR (2023)
Inder Pal Singh, Nesryne Mejri, Van Dat Nguyen, Enjie Ghorbel, Djamila Aouada
Multi-Label Deepfake Classification. MMSP (2023)
Vincent Gaudillière, Leo Pauly, Arunkumar Rathinam, Albert García Sanchez, Mohamed Adel Musallam, Djamila Aouada
3D-Aware Object Localization using Gaussian Implicit Occupancy Function. IROS (2023)
Ashish Sinha, Jeremy Kawahara, Arezou Pakzad, Kumar Abhishek, Matthieu Ruthven, Enjie Ghorbel, Anis Kacem, Djamila Aouada, Ghassan Hamarneh
DermSynth3D: Synthesis of in-the-wild Annotated Dermatology Images. CoRR (2023)
Carl Shneider, Peyman Rostami, Anis Kacem, Nilotpal Sinha, Abd El Rahman Shabayek, Djamila Aouada
Impact of Disentanglement on Pruning Neural Networks. CoRR (2023)
Inder Pal Singh, Enjie Ghorbel, Oyebade K. Oyedotun, Djamila Aouada
Multi-label Image Classification using Adaptive Graph Convolutional Networks: from a Single Domain to Multiple Domains. CoRR (2023)
Kseniya Cherenkova, Elona Dupont, Anis Kacem, Ilya Arzhannikov, Gleb Gusev, Djamila Aouada
SepicNet: Sharp Edges Recovery by Parametric Inference of Curves in 3D Shapes. CoRR (2023)
Kseniya Cherenkova, Elona Dupont, Anis Kacem, Ilya Arzhannikov, Gleb Gusev, Djamila Aouada
SepicNet: Sharp Edges Recovery by Parametric Inference of Curves in 3D Shapes. CVPR Workshops (2023)
Nilotpal Sinha, Abd El Rahman Shabayek, Anis Kacem, Peyman Rostami, Carl Shneider, Djamila Aouada
Hardware Aware Evolutionary Neural Architecture Search using Representation Similarity Metric. CoRR (2023)
Arunkumar Rathinam, Haytam Qadadri, Djamila Aouada
SPADES: A Realistic Spacecraft Pose Estimation Dataset using Event Sensing. CoRR (2023)
Joe Lorentz, Thomas Hartmann, Assaad Moawad, Djamila Aouada
Industrial defect detection on the edge with deep learning over scarcely labeled and extremely imbalanced data. COINS (2023)
Dimitrios Mallis, Sk Aziz Ali, Elona Dupont, Kseniya Cherenkova, Ahmet Serdar Karadeniz, Mohammad Sadil Khan, Anis Kacem, Gleb Gusev, Djamila Aouada
SHARP Challenge 2023: Solving CAD History and pArameters Recovery from Point clouds and 3D scans. Overview, Datasets, Metrics, and Baselines. CoRR (2023)
Dimitrios Mallis, Sk Aziz Ali, Elona Dupont, Kseniya Cherenkova, Ahmet Serdar Karadeniz, Mohammad Sadil Khan, Anis Kacem, Gleb Gusev, Djamila Aouada
SHARP Challenge 2023: Solving CAD History and pArameters Recovery from Point clouds and 3D scans. Overview, Datasets, Metrics, and Baselines. ICCV (Workshops) (2023)
Vincent Gaudillière, Leo Pauly, Arunkumar Rathinam, Albert García Sanchez, Mohamed Adel Musallam, Djamila Aouada
3D-Aware Object Localization using Gaussian Implicit Occupancy Function. CoRR (2023)
Nesryne Mejri, Enjie Ghorbel, Djamila Aouada
UNTAG: Learning Generic Features for Unsupervised Type-Agnostic Deepfake Detection. ICASSP (2023)
Oyebade K. Oyedotun, Konstantinos Papadopoulos, Djamila Aouada
A new perspective for understanding generalization gap of deep neural networks trained with large batch sizes. Appl. Intell. 53 (12) (2023)
Sk Aziz Ali, Djamila Aouada, Gerd Reis, Didier Stricker
DELO: Deep Evidential LiDAR Odometry using Partial Optimal Transport. CoRR (2023)
Sk Aziz Ali, Djamila Aouada, Gerd Reis, Didier Stricker
DELO: Deep Evidential LiDAR Odometry using Partial Optimal Transport. ICCV (Workshops) (2023)
Elona Dupont, Inder Pal Singh, Laura Lopez-Fuentes, Sk Aziz Ali, Anis Kacem, Enjie Ghorbel, Djamila Aouada
You Can Dance! Generating Music-Conditioned Dances on Real 3D Scans. VISIGRAPP (4: VISAPP) (2023)
Oyebade K. Oyedotun, Kassem Al Ismaeil, Djamila Aouada
Why Is Everyone Training Very Deep Neural Network With Skip Connections? IEEE Trans. Neural Networks Learn. Syst. 34 (9) (2023)
Elona Dupont, Kseniya Cherenkova, Anis Kacem, Sk Aziz Ali, Ilya Arzhannikov, Gleb Gusev, Djamila Aouada
CADOps-Net: Jointly Learning CAD Operation Types and Steps from Boundary-Representations. CoRR (2022)
Mohamed Adel Musallam, Arunkumar Rathinam, Vincent Gaudillière, Miguel Ortiz del Castillo, Djamila Aouada
CubeSat-CDT: A Cross-Domain Dataset for 6-DoF Trajectory Estimation of a Symmetric Spacecraft. ECCV Workshops (1) (2022)
Elona Dupont, Kseniya Cherenkova, Anis Kacem, Sk Aziz Ali, Ilya Arzhannikov, Gleb Gusev, Djamila Aouada
CADOps-Net: Jointly Learning CAD Operation Types and Steps from Boundary-Representations. 3DV (2022)
Nesryne Mejri, Laura Lopez-Fuentes, Kankana Roy, Pavel Chernakov, Enjie Ghorbel, Djamila Aouada
Unsupervised Anomaly Detection in Time-series: An Extensive Evaluation and Analysis of State-of-the-art Methods. CoRR (2022)
Ahmet Serdar Karadeniz, Sk Aziz Ali, Anis Kacem, Elona Dupont, Djamila Aouada
TSCom-Net: Coarse-to-Fine 3D Textured Shape Completion Network. CoRR (2022)
Oyebade K. Oyedotun, Djamila Aouada
A Closer Look at Autoencoders for Unsupervised Anomaly Detection. ICASSP (2022)
Mohamed Adel Musallam, Vincent Gaudillière, Miguel Ortiz del Castillo, Kassem Al Ismaeil, Djamila Aouada
Leveraging Equivariant Features for Absolute Pose Regression. CoRR (2022)
Ahmet Serdar Karadeniz, Sk Aziz Ali, Anis Kacem, Elona Dupont, Djamila Aouada
TSCom-Net: Coarse-to-Fine 3D Textured Shape Completion Network. ECCV Workshops (5) (2022)
Leo Pauly, Michele Lynn Jamrozik, Miguel Ortiz del Castillo, Olivia Borgue, Inder Pal Singh, Mohatashem Reyaz Makhdoomi, Olga-Orsalia Christidi-Loumpasefski, Vincent Gaudillière, Carol Martinez, Arunkumar Rathinam, Andreas Hein, Miguel A. Olivares-Méndez, Djamila Aouada
Lessons from a Space Lab - An Image Acquisition Perspective. CoRR (2022)
Inder Pal Singh, Enjie Ghorbel, Oyebade K. Oyedotun, Djamila Aouada
Multi Label Image Classification using Adaptive Graph Convolutional Networks (ML-AGCN). ICIP (2022)
Mohamed Adel Musallam, Vincent Gaudillière, Miguel Ortiz del Castillo, Kassem Al Ismaeil, Djamila Aouada
Leveraging Equivariant Features for Absolute Pose Regression. CVPR (2022)
Oyebade K. Oyedotun, Konstantinos Papadopoulos, Djamila Aouada
A New Perspective for Understanding Generalization Gap of Deep Neural Networks Trained with Large Batch Sizes. CoRR (2022)
Joe Lorentz, Assaad Moawad, Thomas Hartmann, Djamila Aouada
Profiling the real world potential of neural network compression. COINS (2022)
Albert Garcia, Mohamed Adel Musallam, Vincent Gaudillière, Enjie Ghorbel, Kassem Al Ismaeil, Marcos Damian Perez, Djamila Aouada
LSPnet: A 2D Localization-oriented Spacecraft Pose Estimation Neural Network. CoRR (2021)
Mohamed Adel Musallam, Miguel Ortiz Del Castillo, Kassem Al Ismaeil, Marcos Damian Perez, Djamila Aouada
Leveraging Temporal Information for 3D Trajectory Estimation of Space Objects. ICCVW (2021)
Kseniya Cherenkova, Djamila Aouada, Gleb Gusev
PvDeConv: Point-Voxel Deconvolution for Autoencoding CAD Construction in 3D. CoRR (2021)
Joe Lorentz, Thomas Hartmann, Assaad Moawad, François Fouquet, Djamila Aouada
Explaining Defect Detection with Saliency Maps. IEA/AIE (2) (2021)
Konstantinos Papadopoulos, Anis Kacem, Abd El Rahman Shabayek, Djamila Aouada
Face-GCN: A Graph Convolutional Network for 3D Dynamic Face Identification/Recognition. CoRR (2021)
Albert Garcia, Mohamed Adel Musallam, Vincent Gaudillière, Enjie Ghorbel, Kassem Al Ismaeil, Marcos Damian Perez, Djamila Aouada
LSPnet: A 2D Localization-Oriented Spacecraft Pose Estimation Neural Network. CVPR Workshops (2021)
Nesryne Mejri, Konstantinos Papadopoulos, Djamila Aouada
Leveraging High-Frequency Components for Deepfake Detection. MMSP (2021)
Anis Kacem, Kseniya Cherenkova, Djamila Aouada
Disentangled Face Identity Representations for joint 3D Face Recognition and Expression Neutralisation. CoRR (2021)
Mohamed Adel Musallam, Kassem Al Ismaeil, Oyebade K. Oyedotun, Marcos Damian Perez, Michel Poucet, Djamila Aouada
SPARK: SPAcecraft Recognition leveraging Knowledge of Space Environment. CoRR (2021)
Oyebade K. Oyedotun, Kassem Al Ismaeil, Djamila Aouada
Training very deep neural networks: Rethinking the role of skip connections. Neurocomputing 441 (2021)
Oyebade K. Oyedotun, Abd El Rahman Shabayek, Djamila Aouada, Björn E. Ottersten
Deep network compression with teacher latent subspace learning and LASSO. Appl. Intell. 51 (2) (2021)
Abd El Rahman Shabayek, Djamila Aouada
Dense and Sparse 3D Deformation Signatures for 3D Dynamic Face Recognition. IEEE Access 9 (2021)
Renato Baptista, Alexandre Saint, Kassem Al Ismaeil, Djamila Aouada
Towards Generalization of 3D Human Pose Estimation in the Wild. ICPR Workshops (1) (2020)
Abd El Rahman Shabayek, Djamila Aouada, Kseniya Cherenkova, Gleb Gusev
Towards Automatic CAD Modeling from 3D Scan Sketch based Representation. VISIGRAPP (1: GRAPP) (2020)
Oyebade K. Oyedotun, Abd El Rahman Shabayek, Djamila Aouada, Björn E. Ottersten
Revisiting the Training of Very Deep Neural Networks without Skip Connections. ICPR (2020)
Oyebade K. Oyedotun, Abd El Rahman Shabayek, Djamila Aouada, Björn E. Ottersten
Going Deeper With Neural Networks Without Skip Connections. ICIP (2020)
Oyebade K. Oyedotun, Abd El Rahman Shabayek, Djamila Aouada, Björn E. Ottersten
Improved Highway Network Block for Training Very Deep Neural Networks. IEEE Access 8 (2020)
Enjie Ghorbel, Girum G. Demisse, Djamila Aouada, Björn E. Ottersten
Fast Adaptive Reparametrization (FAR) With Application to Human Action Recognition. IEEE Signal Process. Lett. 27 (2020)
Anis Kacem, Hamza Ben Abdesslam, Kseniya Cherenkova, Djamila Aouada
Space-Time Triplet Loss Network for Dynamic 3D Face Verification. ICPR Workshops (1) (2020)
Alexandre Saint, Anis Kacem, Kseniya Cherenkova, Djamila Aouada
3DBooSTeR: 3D Body Shape and Texture Recovery. ECCV Workshops (2) (2020)
Abd El Rahman Shabayek, Djamila Aouada, Kseniya Cherenkova, Gleb Gusev, Björn E. Ottersten
3d Deformation Signature for Dynamic Face Recognition. ICASSP (2020)
Alexandre Saint, Anis Kacem, Kseniya Cherenkova, Djamila Aouada
3DBooSTeR: 3D Body Shape and Texture Recovery. CoRR (2020)
Renato Baptista, Alexandre Saint, Kassem Al Ismaeil, Djamila Aouada
Towards Generalization of 3D Human Pose Estimation In The Wild. CoRR (2020)
Alexandre Saint, Anis Kacem, Kseniya Cherenkova, Konstantinos Papadopoulos, Julian Chibane, Gerard Pons-Moll, Gleb Gusev, David Fofi, Djamila Aouada, Björn E. Ottersten
SHARP 2020: The 1st Shape Recovery from Partial Textured 3D Scans Challenge Results. ECCV Workshops (2) (2020)
Alexandre Saint, Anis Kacem, Kseniya Cherenkova, Konstantinos Papadopoulos, Julian Chibane, Gerard Pons-Moll, Gleb Gusev, David Fofi, Djamila Aouada, Björn E. Ottersten
SHARP 2020: The 1st Shape Recovery from Partial Textured 3D Scans Challenge Results. CoRR (2020)
Kseniya Cherenkova, Djamila Aouada, Gleb Gusev
Pvdeconv: Point-Voxel Deconvolution for Autoencoding CAD Construction in 3D. ICIP (2020)
Abd El Rahman Shabayek, Djamila Aouada, Kseniya Cherenkova, Gleb Gusev
3D Sparse Deformation Signature for Dynamic Face Recognition. ICIP (2020)
Oyebade K. Oyedotun, Djamila Aouada
Why Do Deep Neural Networks with Skip Connections and Concatenated Hidden Representations Work? ICONIP (3) (2020)
Konstantinos Papadopoulos, Enjie Ghorbel, Djamila Aouada, Björn E. Ottersten
Vertex Feature Encoding and Hierarchical Temporal Modeling in a Spatio-Temporal Graph Convolutional Network for Action Recognition. ICPR (2020)
Oyebade K. Oyedotun, Djamila Aouada, Björn E. Ottersten
Structured Compression of Deep Neural Networks with Debiased Elastic Group LASSO. WACV (2020)
Konstantinos Papadopoulos, Enjie Ghorbel, Oyebade K. Oyedotun, Djamila Aouada, Björn E. Ottersten
DeepVI: A Novel Framework for Learning Deep View-Invariant Human Action Representations using a Single RGB Camera. FG (2020)
Renato Baptista, Enjie Ghorbel, Abd El Rahman Shabayek, Florent Moissenet, Djamila Aouada, Alice Douchet, Mathilde André, Julien Pager, Stéphane Bouilland
Home self-training: Visual feedback for assisting physical activity for stroke survivors. Comput. Methods Programs Biomed. 176 (2019)
Konstantinos Papadopoulos, Enjie Ghorbel, Djamila Aouada, Björn E. Ottersten
Vertex Feature Encoding and Hierarchical Temporal Modeling in a Spatial-Temporal Graph Convolutional Network for Action Recognition. CoRR (2019)
Konstantinos Papadopoulos, Girum G. Demisse, Enjie Ghorbel, Michel Antunes, Djamila Aouada, Björn E. Ottersten
Localized Trajectories for 2D and 3D Action Recognition. CoRR (2019)
Konstantinos Papadopoulos, Enjie Ghorbel, Renato Baptista, Djamila Aouada, Björn E. Ottersten
Two-Stage RGB-Based Action Detection Using Augmented 3D Poses. CAIP (1) (2019)
Renato Baptista, Enjie Ghorbel, Konstantinos Papadopoulos, Girum G. Demisse, Djamila Aouada, Björn E. Ottersten
View-invariant Action Recognition from RGB Data via 3D Pose Estimation. ICASSP (2019)
Hassan Afzal, Djamila Aouada, Michel Antunes, David Fofi, Bruno Mirbach, Björn E. Ottersten
Bi-objective Framework for Sensor Fusion in RGB-D Multi-View Systems: Applications in Calibration. CoRR (2019)
Konstantinos Papadopoulos, Girum G. Demisse, Enjie Ghorbel, Michel Antunes, Djamila Aouada, Björn E. Ottersten
Localized Trajectories for 2D and 3D Action Recognition. Sensors 19 (16) (2019)
Enjie Ghorbel, Konstantinos Papadopoulos, Renato Baptista, Himadri Pathak, Girum G. Demisse, Djamila Aouada, Björn E. Ottersten
A View-invariant Framework for Fast Skeleton-based Action Recognition using a Single RGB Camera. VISIGRAPP (5: VISAPP) (2019)
Oyebade K. Oyedotun, Djamila Aouada, Björn E. Ottersten
Learning to Fuse Latent Representations for Multimodal Data. ICASSP (2019)
Alexandre Saint, Abd El Rahman Shabayek, Kseniya Cherenkova, Gleb Gusev, Djamila Aouada, Björn E. Ottersten
Bodyfitr: Robust Automatic 3D Human Body Fitting. ICIP (2019)
Girum G. Demisse, Konstantinos Papadopoulos, Djamila Aouada, Björn E. Ottersten
Pose Encoding for Robust Skeleton-Based Action Recognition. CVPR Workshops (2018)
Oyebade K. Oyedotun, Abd El Rahman Shabayek, Djamila Aouada, Björn E. Ottersten
Highway Network Block With Gates Constraints for Training Very Deep Networks. CVPR Workshops (2018)
Konstantinos Papadopoulos, Michel Antunes, Djamila Aouada, Björn E. Ottersten
A Revisit of Action Detection Using Improved Trajectories. ICASSP (2018)
Girum G. Demisse, Djamila Aouada, Björn E. Ottersten
Deformation Based Curved Shape Representation. IEEE Trans. Pattern Anal. Mach. Intell. 40 (6) (2018)
Renato Baptista, Girum G. Demisse, Djamila Aouada, Björn E. Ottersten
Deformation-Based Abnormal Motion Detection using 3D Skeletons. IPTA (2018)
Girum G. Demisse, Djamila Aouada, Björn E. Ottersten
Deformation-Based 3D Facial Expression Representation. ACM Trans. Multim. Comput. Commun. Appl. 14 (1s) (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Djamila Aouada