Djamila Aouada

204 papers A* 8A 14B 21C 7Misc 11Journal 94Unranked 48

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Annotation Free Spacecraft Detection and Segmentation using Vision Language Models. CoRR Samet Hicsonmez, Jose Sosa, Dan Pineau, Inder Pal Singh, Arunkumar Rathinam, Abd El Rahman Shabayek, Djamila Aouada
2026	J	`jnl`	Cov2Pose: Leveraging Spatial Covariance for Direct Manifold-aware 6-DoF Object Pose Estimation. CoRR Nassim Ali Ousalah, Peyman Rostami, Vincent Gaudillière, Emmanuel Koumandakis, Anis Kacem, Enjie Ghorbel, Djamila Aouada
2026	J	`jnl`	Enabling Training-Free Text-Based Remote Sensing Segmentation. CoRR Jose Sosa, Danila Rukhovich, Anis Kacem, Djamila Aouada
2026	J	`jnl`	Training Free Zero-Shot Visual Anomaly Localization via Diffusion Inversion. CoRR Samet Hicsonmez, Abd El Rahman Shabayek, Djamila Aouada
2025	Misc	`conf`	Audio-Visual Deepfake Detection With Local Temporal Inconsistencies. ICASSP Marcella Astrid, Enjie Ghorbel, Djamila Aouada
2025	J	`jnl`	Audio-Visual Deepfake Detection With Local Temporal Inconsistencies. CoRR Marcella Astrid, Enjie Ghorbel, Djamila Aouada
2025	J	`jnl`	Bridging the Synthetic-Real Gap: Supervised Domain Adaptation for Robust Spacecraft 6-DoF Pose Estimation. CoRR Inder Pal Singh, Nidhal Eddine Chenni, Abd El Rahman Shabayek, Arunkumar Rathinam, Djamila Aouada
2025	J	`jnl`	Domain Adaptation for Multi-label Image Classification: a Discriminator-free Approach. CoRR Inder Pal Singh, Enjie Ghorbel, Anis Kacem, Djamila Aouada
2025	J	`jnl`	Domain Adaptive Object Detection for Space Applications with Real-Time Constraints. CoRR Samet Hicsonmez, Abd El Rahman Shabayek, Arunkumar Rathinam, Djamila Aouada
2025	C	`conf`	FPG-NAS: FLOPs-Aware Gated Differentiable Neural Architecture Search for Efficient 6DoF Pose Estimation. MMSP Nassim Ali Ousalah, Peyman Rostami, Anis Kacem, Enjie Ghorbel, Emmanuel Koumandakis, Djamila Aouada
2025	J	`jnl`	FPG-NAS: FLOPs-Aware Gated Differentiable Neural Architecture Search for Efficient 6DoF Pose Estimation. CoRR Nassim Ali Ousalah, Peyman Rostami, Anis Kacem, Enjie Ghorbel, Emmanuel Koumandakis, Djamila Aouada
2025	J	`jnl`	Hybrid Attention for Robust RGB-T Pedestrian Detection in Real-World Conditions. IEEE Robotics Autom. Lett. Arunkumar Rathinam, Leo Pauly, Abd El Rahman Shabayek, Wassim Rharbaoui, Anis Kacem, Vincent Gaudillière, Djamila Aouada
2025	A	`conf`	Information Theoretic Pruning of Coupled Channels in Deep Neural Networks. WACV Peyman Rostami, Nilotpal Sinha, Nidhal Eddine Chenni, Anis Kacem, Abd El Rahman Shabayek, Carl Shneider, Djamila Aouada
2025	J	`jnl`	MiCADangelo: Fine-Grained Reconstruction of Constrained CAD Models from 3D Scans. CoRR Ahmet Serdar Karadeniz, Dimitrios Mallis, Danila Rukhovich, Kseniya Cherenkova, Anis Kacem, Djamila Aouada
2025	J	`jnl`	Motion Aware ViT-based Framework for Monocular 6-DoF Spacecraft Pose Estimation. CoRR Jose Sosa, Dan Pineau, Arunkumar Rathinam, Abd El Rahman Shabayek, Djamila Aouada
2025	J	`jnl`	MultiMAE Meets Earth Observation: Pre-training Multi-modal Multi-task Masked Autoencoders for Earth Observation Tasks. CoRR Jose Sosa, Danila Rukhovich, Anis Kacem, Djamila Aouada
2025	A	`conf`	PICASSO: A Feed-Forward Framework for Parametric Inference of CAD Sketches via Rendering Self-Supervision. WACV Ahmet Serdar Karadeniz, Dimitrios Mallis, Nesryne Mejri, Kseniya Cherenkova, Anis Kacem, Djamila Aouada
2025	A	`conf`	Removing Geometric Bias in One-Class Anomaly Detection with Adaptive Feature Perturbation. WACV Romain Hermary, Vincent Gaudillière, Abd El Rahman Shabayek, Djamila Aouada
2025	J	`jnl`	Removing Geometric Bias in One-Class Anomaly Detection with Adaptive Feature Perturbation. CoRR Romain Hermary, Vincent Gaudillière, Abd El Rahman Shabayek, Djamila Aouada
2025	A	`conf`	Uncertainty-Aware Knowledge Distillation for Compact and Efficient 6DoF Pose Estimation. IROS Nassim Ali Ousalah, Anis Kacem, Enjie Ghorbel, Emmanuel Koumandakis, Djamila Aouada
2025	J	`jnl`	Uncertainty-Aware Knowledge Distillation for Compact and Efficient 6DoF Pose Estimation. CoRR Nassim Ali Ousalah, Anis Kacem, Enjie Ghorbel, Emmanuel Koumandakis, Djamila Aouada
2025	J	`jnl`	VLMDiff: Leveraging Vision-Language Models for Multi-Class Anomaly Detection with Diffusion. CoRR Samet Hicsonmez, Abd El Rahman Shabayek, Djamila Aouada
2025	J	`jnl`	Vulnerability-Aware Spatio-Temporal Learning for Generalizable and Interpretable Deepfake Video Detection. CoRR Dat Nguyen, Marcella Astrid, Anis Kacem, Enjie Ghorbel, Djamila Aouada
2025	J	`jnl`	When Unsupervised Domain Adaptation meets One-class Anomaly Detection: Addressing the Two-fold Unsupervised Curse by Leveraging Anomaly Scarcity. CoRR Nesryne Mejri, Enjie Ghorbel, Anis Kacem, Pavel Chernakov, Niki Maria Foteinopoulou, Djamila Aouada
2025	—	`conf`	Zero-Shot Anomaly Detection in Battery Thermal Images Using Visual Question Answering with Prior Knowledge. EUSIPCO Marcella Astrid, Abd El Rahman Shabayek, Djamila Aouada
2025	J	`jnl`	Zero-Shot Anomaly Detection in Battery Thermal Images Using Visual Question Answering with Prior Knowledge. CoRR Marcella Astrid, Abd El Rahman Shabayek, Djamila Aouada
2024	A*	`conf`	A Hitchhiker's Guide to Fine-Grained Face Forgery Detection Using Common Sense Reasoning. NeurIPS Niki Maria Foteinopoulou, Enjie Ghorbel, Djamila Aouada
2024	J	`jnl`	A Hitchhikers Guide to Fine-Grained Face Forgery Detection Using Common Sense Reasoning. CoRR Niki Maria Foteinopoulou, Enjie Ghorbel, Djamila Aouada
2024	J	`jnl`	CAD-Assistant: Tool-Augmented VLLMs as Generic CAD Task Solvers? CoRR Dimitrios Mallis, Ahmet Serdar Karadeniz, Sebastian Cavada, Danila Rukhovich, Niki Maria Foteinopoulou, Kseniya Cherenkova, Anis Kacem, Djamila Aouada
2024	J	`jnl`	CAD-Recode: Reverse Engineering CAD Code from Point Clouds. CoRR Danila Rukhovich, Elona Dupont, Dimitrios Mallis, Kseniya Cherenkova, Anis Kacem, Djamila Aouada
2024	A*	`conf`	CAD-SIGNet: CAD Language Inference from Point Clouds Using Layer-Wise Sketch Instance Guided Attention. CVPR Mohammad Sadil Khan, Elona Dupont, Sk Aziz Ali, Kseniya Cherenkova, Anis Kacem, Djamila Aouada
2024	J	`jnl`	CAD-SIGNet: CAD Language Inference from Point Clouds using Layer-wise Sketch Instance Guided Attention. CoRR Mohammad Sadil Khan, Elona Dupont, Sk Aziz Ali, Kseniya Cherenkova, Anis Kacem, Djamila Aouada
2024	A	`conf`	DAVINCI: A Single-Stage Architecture for Constrained CAD Sketch Inference. BMVC Ahmet Serdar Karadeniz, Dimitrios Mallis, Nesryne Mejri, Kseniya Cherenkova, Anis Kacem, Djamila Aouada
2024	J	`jnl`	DAVINCI: A Single-Stage Architecture for Constrained CAD Sketch Inference. CoRR Ahmet Serdar Karadeniz, Dimitrios Mallis, Nesryne Mejri, Kseniya Cherenkova, Anis Kacem, Djamila Aouada
2024	J	`jnl`	DermSynth3D: Synthesis of in-the-wild annotated dermatology images. Medical Image Anal. Ashish Sinha, Jeremy Kawahara, Arezou Pakzad, Kumar Abhishek, Matthieu Ruthven, Enjie Ghorbel, Anis Kacem, Djamila Aouada, Ghassan Hamarneh
2024	A	`conf`	Detecting Audio-Visual Deepfakes with Fine-Grained Inconsistencies. BMVC Marcella Astrid, Enjie Ghorbel, Djamila Aouada
2024	J	`jnl`	Detecting Audio-Visual Deepfakes with Fine-Grained Inconsistencies. CoRR Marcella Astrid, Enjie Ghorbel, Djamila Aouada
2024	A	`conf`	Discriminator-free Unsupervised Domain Adaptation for Multi-label Image Classification. WACV Inder Pal Singh, Enjie Ghorbel, Anis Kacem, Arunkumar Rathinam, Djamila Aouada
2024	J	`jnl`	Exploiting Autoencoder's Weakness to Generate Pseudo Anomalies. CoRR Marcella Astrid, Muhammad Zaigham Zaheer, Djamila Aouada, Seung-Ik Lee
2024	J	`jnl`	Exploiting autoencoder's weakness to generate pseudo anomalies. Neural Comput. Appl. Marcella Astrid, Muhammad Zaigham Zaheer, Djamila Aouada, Seung-Ik Lee
2024	A	`conf`	Facial Region-Based Ensembling for Unsupervised Temporal Deepfake Localization. ICME Nesryne Mejri, Pavel Chernakov, Polina Kuleshova, Enjie Ghorbel, Djamila Aouada
2024	J	`jnl`	FakeFormer: Efficient Vulnerability-Driven Transformers for Generalisable Deepfake Detection. CoRR Dat Nguyen, Marcella Astrid, Enjie Ghorbel, Djamila Aouada
2024	A	`conf`	Hardware Aware Evolutionary Neural Architecture Search using Representation Similarity Metric. WACV Nilotpal Sinha, Abd El Rahman Shabayek, Anis Kacem, Peyman Rostami, Carl Shneider, Djamila Aouada
2024	—	`conf`	How Effective is Pre-training of Large Masked Autoencoders for Downstream Earth Observation Tasks? BMVC Workshops Jose Sosa, Mohamed Aloulou, Danila Rukhovich, Rim Sleimi, Boonyarit Changaival, Anis Kacem, Djamila Aouada
2024	J	`jnl`	How Effective is Pre-training of Large Masked Autoencoders for Downstream Earth Observation Tasks? CoRR Jose Sosa, Mohamed Aloulou, Danila Rukhovich, Rim Sleimi, Boonyarit Changaival, Anis Kacem, Djamila Aouada
2024	J	`jnl`	Hybrid Attention for Robust RGB-T Pedestrian Detection in Real-World Conditions. CoRR Arunkumar Rathinam, Leo Pauly, Abd El Rahman Shabayek, Wassim Rharbaoui, Anis Kacem, Vincent Gaudillière, Djamila Aouada
2024	J	`jnl`	LAA-Net: Localized Artifact Attention Network for High-Quality Deepfakes Detection. CoRR Dat Nguyen, Nesryne Mejri, Inder Pal Singh, Polina Kuleshova, Marcella Astrid, Anis Kacem, Enjie Ghorbel, Djamila Aouada
2024	A*	`conf`	LAA-Net: Localized Artifact Attention Network for Quality-Agnostic and Generalizable Deepfake Detection. CVPR Dat Nguyen, Nesryne Mejri, Inder Pal Singh, Polina Kuleshova, Marcella Astrid, Anis Kacem, Enjie Ghorbel, Djamila Aouada
2024	—	`conf`	Multi-Objective Hardware Aware Neural Architecture Search using Hardware Cost Diversity. CVPR Workshops Nilotpal Sinha, Peyman Rostami, Abd El Rahman Shabayek, Anis Kacem, Djamila Aouada
2024	J	`jnl`	Multi-Objective Hardware Aware Neural Architecture Search using Hardware Cost Diversity. CoRR Nilotpal Sinha, Peyman Rostami, Abd El Rahman Shabayek, Anis Kacem, Djamila Aouada
2024	J	`jnl`	Multi-label image classification using adaptive graph convolutional networks: From a single domain to multiple domains. Comput. Vis. Image Underst. Inder Pal Singh, Enjie Ghorbel, Oyebade Kayode Oyedotun, Djamila Aouada
2024	J	`jnl`	PICASSO: A Feed-Forward Framework for Parametric Inference of CAD Sketches via Rendering Self-Supervision. CoRR Ahmet Serdar Karadeniz, Dimitrios Mallis, Nesryne Mejri, Kseniya Cherenkova, Anis Kacem, Djamila Aouada
2024	A*	`conf`	SPADES: A Realistic Spacecraft Pose Estimation Dataset using Event Sensing. ICRA Arunkumar Rathinam, Haytam Qadadri, Djamila Aouada
2024	A	`conf`	Self-Supervised Learning for Place Representation Generalization across Appearance Changes. WACV Mohamed Adel Musallam, Vincent Gaudillière, Djamila Aouada
2024	A*	`conf`	SpelsNet: Surface Primitive Elements Segmentation by B-Rep Graph Structure Supervision. NeurIPS Kseniya Cherenkova, Elona Dupont, Anis Kacem, Gleb Gusev, Djamila Aouada
2024	B	`conf`	Statistics-Aware Audio-Visual Deepfake Detector. ICIP Marcella Astrid, Enjie Ghorbel, Djamila Aouada
2024	J	`jnl`	Statistics-aware Audio-visual Deepfake Detector. CoRR Marcella Astrid, Enjie Ghorbel, Djamila Aouada
2024	—	`conf`	Targeted Augmented Data for Audio Deepfake Detection. EUSIPCO Marcella Astrid, Enjie Ghorbel, Djamila Aouada
2024	J	`jnl`	Targeted Augmented Data for Audio Deepfake Detection. CoRR Marcella Astrid, Enjie Ghorbel, Djamila Aouada
2024	—	`conf`	TransCAD: A Hierarchical Transformer for CAD Sequence Inference from Point Clouds. ECCV (61) Elona Dupont, Kseniya Cherenkova, Dimitrios Mallis, Gleb Gusev, Anis Kacem, Djamila Aouada
2024	J	`jnl`	TransCAD: A Hierarchical Transformer for CAD Sequence Inference from Point Clouds. CoRR Elona Dupont, Kseniya Cherenkova, Dimitrios Mallis, Gleb Gusev, Anis Kacem, Djamila Aouada
2024	J	`jnl`	Unsupervised anomaly detection in time-series: An extensive evaluation and analysis of state-of-the-art methods. Expert Syst. Appl. Nesryne Mejri, Laura Lopez-Fuentes, Kankana Roy, Pavel Chernakov, Enjie Ghorbel, Djamila Aouada
2023	A	`conf`	3D-Aware Object Localization using Gaussian Implicit Occupancy Function. IROS Vincent Gaudillière, Leo Pauly, Arunkumar Rathinam, Albert García Sanchez, Mohamed Adel Musallam, Djamila Aouada
2023	J	`jnl`	3D-Aware Object Localization using Gaussian Implicit Occupancy Function. CoRR Vincent Gaudillière, Leo Pauly, Arunkumar Rathinam, Albert García Sanchez, Mohamed Adel Musallam, Djamila Aouada
2023	J	`jnl`	A Survey on Deep Learning-Based Monocular Spacecraft Pose Estimation: Current State, Limitations and Prospects. CoRR Leo Pauly, Wassim Rharbaoui, Carl Shneider, Arunkumar Rathinam, Vincent Gaudillière, Djamila Aouada
2023	J	`jnl`	A new perspective for understanding generalization gap of deep neural networks trained with large batch sizes. Appl. Intell. Oyebade K. Oyedotun, Konstantinos Papadopoulos, Djamila Aouada
2023	J	`jnl`	CalcGraph: taming the high costs of deep learning using models. Softw. Syst. Model. Joe Lorentz, Thomas Hartmann, Assaad Moawad, François Fouquet, Djamila Aouada, Yves Le Traon
2023	—	`conf`	DELO: Deep Evidential LiDAR Odometry using Partial Optimal Transport. ICCV (Workshops) Sk Aziz Ali, Djamila Aouada, Gerd Reis, Didier Stricker
2023	J	`jnl`	DELO: Deep Evidential LiDAR Odometry using Partial Optimal Transport. CoRR Sk Aziz Ali, Djamila Aouada, Gerd Reis, Didier Stricker
2023	J	`jnl`	DermSynth3D: Synthesis of in-the-wild Annotated Dermatology Images. CoRR Ashish Sinha, Jeremy Kawahara, Arezou Pakzad, Kumar Abhishek, Matthieu Ruthven, Enjie Ghorbel, Anis Kacem, Djamila Aouada, Ghassan Hamarneh
2023	J	`jnl`	Discriminator-free Unsupervised Domain Adaptation for Multi-label Image Classification. CoRR Inder Pal Singh, Enjie Ghorbel, Anis Kacem, Arunkumar Rathinam, Djamila Aouada
2023	J	`jnl`	Hardware Aware Evolutionary Neural Architecture Search using Representation Similarity Metric. CoRR Nilotpal Sinha, Abd El Rahman Shabayek, Anis Kacem, Peyman Rostami, Carl Shneider, Djamila Aouada
2023	J	`jnl`	Impact of Disentanglement on Pruning Neural Networks. CoRR Carl Shneider, Peyman Rostami, Anis Kacem, Nilotpal Sinha, Abd El Rahman Shabayek, Djamila Aouada
2023	—	`conf`	Industrial defect detection on the edge with deep learning over scarcely labeled and extremely imbalanced data. COINS Joe Lorentz, Thomas Hartmann, Assaad Moawad, Djamila Aouada
2023	C	`conf`	Multi-Label Deepfake Classification. MMSP Inder Pal Singh, Nesryne Mejri, Van Dat Nguyen, Enjie Ghorbel, Djamila Aouada
2023	J	`jnl`	Multi-label Image Classification using Adaptive Graph Convolutional Networks: from a Single Domain to Multiple Domains. CoRR Inder Pal Singh, Enjie Ghorbel, Oyebade K. Oyedotun, Djamila Aouada
2023	—	`ed.`	Recent Trends in Image Processing and Pattern Recognition - 5th International Conference, RTIP2R 2022, Kingsville, TX, USA, December 1-2, 2022, Revised Selected Papers RTIP2R KC Santosh, Ayush Goyal, Djamila Aouada, Aaisha Makkar, Yao-Yi Chiang, Satish Kumar Singh
2023	—	`conf`	SHARP Challenge 2023: Solving CAD History and pArameters Recovery from Point clouds and 3D scans. Overview, Datasets, Metrics, and Baselines. ICCV (Workshops) Dimitrios Mallis, Sk Aziz Ali, Elona Dupont, Kseniya Cherenkova, Ahmet Serdar Karadeniz, Mohammad Sadil Khan, Anis Kacem, Gleb Gusev, Djamila Aouada
2023	J	`jnl`	SHARP Challenge 2023: Solving CAD History and pArameters Recovery from Point clouds and 3D scans. Overview, Datasets, Metrics, and Baselines. CoRR Dimitrios Mallis, Sk Aziz Ali, Elona Dupont, Kseniya Cherenkova, Ahmet Serdar Karadeniz, Mohammad Sadil Khan, Anis Kacem, Gleb Gusev, Djamila Aouada
2023	J	`jnl`	SPADES: A Realistic Spacecraft Pose Estimation Dataset using Event Sensing. CoRR Arunkumar Rathinam, Haytam Qadadri, Djamila Aouada
2023	J	`jnl`	Self-Supervised Learning for Place Representation Generalization across Appearance Changes. CoRR Mohamed Adel Musallam, Vincent Gaudillière, Djamila Aouada
2023	—	`conf`	SepicNet: Sharp Edges Recovery by Parametric Inference of Curves in 3D Shapes. CVPR Workshops Kseniya Cherenkova, Elona Dupont, Anis Kacem, Ilya Arzhannikov, Gleb Gusev, Djamila Aouada
2023	J	`jnl`	SepicNet: Sharp Edges Recovery by Parametric Inference of Curves in 3D Shapes. CoRR Kseniya Cherenkova, Elona Dupont, Anis Kacem, Ilya Arzhannikov, Gleb Gusev, Djamila Aouada
2023	J	`jnl`	Space Debris: Are Deep Learning-based Image Enhancements part of the Solution? CoRR Michele Lynn Jamrozik, Vincent Gaudillière, Mohamed Adel Musallam, Djamila Aouada
2023	Misc	`conf`	UNTAG: Learning Generic Features for Unsupervised Type-Agnostic Deepfake Detection. ICASSP Nesryne Mejri, Enjie Ghorbel, Djamila Aouada
2023	J	`jnl`	Why Is Everyone Training Very Deep Neural Network With Skip Connections? IEEE Trans. Neural Networks Learn. Syst. Oyebade K. Oyedotun, Kassem Al Ismaeil, Djamila Aouada
2023	—	`conf`	You Can Dance! Generating Music-Conditioned Dances on Real 3D Scans. VISIGRAPP (4: VISAPP) Elona Dupont, Inder Pal Singh, Laura Lopez-Fuentes, Sk Aziz Ali, Anis Kacem, Enjie Ghorbel, Djamila Aouada
2022	Misc	`conf`	A Closer Look at Autoencoders for Unsupervised Anomaly Detection. ICASSP Oyebade K. Oyedotun, Djamila Aouada
2022	J	`jnl`	A New Perspective for Understanding Generalization Gap of Deep Neural Networks Trained with Large Batch Sizes. CoRR Oyebade K. Oyedotun, Konstantinos Papadopoulos, Djamila Aouada
2022	—	`conf`	CADOps-Net: Jointly Learning CAD Operation Types and Steps from Boundary-Representations. 3DV Elona Dupont, Kseniya Cherenkova, Anis Kacem, Sk Aziz Ali, Ilya Arzhannikov, Gleb Gusev, Djamila Aouada
2022	J	`jnl`	CADOps-Net: Jointly Learning CAD Operation Types and Steps from Boundary-Representations. CoRR Elona Dupont, Kseniya Cherenkova, Anis Kacem, Sk Aziz Ali, Ilya Arzhannikov, Gleb Gusev, Djamila Aouada
2022	—	`conf`	CubeSat-CDT: A Cross-Domain Dataset for 6-DoF Trajectory Estimation of a Symmetric Spacecraft. ECCV Workshops (1) Mohamed Adel Musallam, Arunkumar Rathinam, Vincent Gaudillière, Miguel Ortiz del Castillo, Djamila Aouada
2022	J	`jnl`	Lessons from a Space Lab - An Image Acquisition Perspective. CoRR Leo Pauly, Michele Lynn Jamrozik, Miguel Ortiz del Castillo, Olivia Borgue, Inder Pal Singh, Mohatashem Reyaz Makhdoomi, Olga-Orsalia Christidi-Loumpasefski, Vincent Gaudillière, Carol Martínez, Arunkumar Rathinam, Andreas Hein, Miguel A. Olivares-Méndez, Djamila Aouada
2022	A*	`conf`	Leveraging Equivariant Features for Absolute Pose Regression. CVPR Mohamed Adel Musallam, Vincent Gaudillière, Miguel Ortiz del Castillo, Kassem Al Ismaeil, Djamila Aouada
2022	J	`jnl`	Leveraging Equivariant Features for Absolute Pose Regression. CoRR Mohamed Adel Musallam, Vincent Gaudillière, Miguel Ortiz del Castillo, Kassem Al Ismaeil, Djamila Aouada
2022	B	`conf`	Multi Label Image Classification using Adaptive Graph Convolutional Networks (ML-AGCN). ICIP Inder Pal Singh, Enjie Ghorbel, Oyebade K. Oyedotun, Djamila Aouada
2022	—	`conf`	Profiling the real world potential of neural network compression. COINS Joe Lorentz, Assaad Moawad, Thomas Hartmann, Djamila Aouada
2022	—	`conf`	TSCom-Net: Coarse-to-Fine 3D Textured Shape Completion Network. ECCV Workshops (5) Ahmet Serdar Karadeniz, Sk Aziz Ali, Anis Kacem, Elona Dupont, Djamila Aouada
2022	J	`jnl`	TSCom-Net: Coarse-to-Fine 3D Textured Shape Completion Network. CoRR Ahmet Serdar Karadeniz, Sk Aziz Ali, Anis Kacem, Elona Dupont, Djamila Aouada
2022	J	`jnl`	Unsupervised Anomaly Detection in Time-series: An Extensive Evaluation and Analysis of State-of-the-art Methods. CoRR Nesryne Mejri, Laura Lopez-Fuentes, Kankana Roy, Pavel Chernakov, Enjie Ghorbel, Djamila Aouada
2021	J	`jnl`	Deep network compression with teacher latent subspace learning and LASSO. Appl. Intell. Oyebade K. Oyedotun, Abd El Rahman Shabayek, Djamila Aouada, Björn E. Ottersten
2021	J	`jnl`	Dense and Sparse 3D Deformation Signatures for 3D Dynamic Face Recognition. IEEE Access Abd El Rahman Shabayek, Djamila Aouada
2021	J	`jnl`	Disentangled Face Identity Representations for joint 3D Face Recognition and Expression Neutralisation. CoRR Anis Kacem, Kseniya Cherenkova, Djamila Aouada
2021	—	`conf`	Explaining Defect Detection with Saliency Maps. IEA/AIE (2) Joe Lorentz, Thomas Hartmann, Assaad Moawad, François Fouquet, Djamila Aouada
2021	J	`jnl`	Face-GCN: A Graph Convolutional Network for 3D Dynamic Face Identification/Recognition. CoRR Konstantinos Papadopoulos, Anis Kacem, Abd El Rahman Shabayek, Djamila Aouada
2021	—	`conf`	LSPnet: A 2D Localization-Oriented Spacecraft Pose Estimation Neural Network. CVPR Workshops Albert García, Mohamed Adel Musallam, Vincent Gaudillière, Enjie Ghorbel, Kassem Al Ismaeil, Marcos Damian Perez, Djamila Aouada
2021	J	`jnl`	LSPnet: A 2D Localization-oriented Spacecraft Pose Estimation Neural Network. CoRR Albert García, Mohamed Adel Musallam, Vincent Gaudillière, Enjie Ghorbel, Kassem Al Ismaeil, Marcos Damian Perez, Djamila Aouada
2021	C	`conf`	Leveraging High-Frequency Components for Deepfake Detection. MMSP Nesryne Mejri, Konstantinos Papadopoulos, Djamila Aouada
2021	—	`conf`	Leveraging Temporal Information for 3D Trajectory Estimation of Space Objects. ICCVW Mohamed Adel Musallam, Miguel Ortiz del Castillo, Kassem Al Ismaeil, Marcos Damian Perez, Djamila Aouada
2021	J	`jnl`	PvDeConv: Point-Voxel Deconvolution for Autoencoding CAD Construction in 3D. CoRR Kseniya Cherenkova, Djamila Aouada, Gleb Gusev
2021	J	`jnl`	SPARK: SPAcecraft Recognition leveraging Knowledge of Space Environment. CoRR Mohamed Adel Musallam, Kassem Al Ismaeil, Oyebade K. Oyedotun, Marcos Damian Perez, Michel Poucet, Djamila Aouada
2021	J	`jnl`	Training very deep neural networks: Rethinking the role of skip connections. Neurocomputing Oyebade K. Oyedotun, Kassem Al Ismaeil, Djamila Aouada
2020	B	`conf`	3D Sparse Deformation Signature for Dynamic Face Recognition. ICIP Abd El Rahman Shabayek, Djamila Aouada, Kseniya Cherenkova, Gleb Gusev
2020	—	`conf`	3DBooSTeR: 3D Body Shape and Texture Recovery. ECCV Workshops (2) Alexandre Saint, Anis Kacem, Kseniya Cherenkova, Djamila Aouada
2020	J	`jnl`	3DBooSTeR: 3D Body Shape and Texture Recovery. CoRR Alexandre Saint, Anis Kacem, Kseniya Cherenkova, Djamila Aouada
2020	Misc	`conf`	3d Deformation Signature for Dynamic Face Recognition. ICASSP Abd El Rahman Shabayek, Djamila Aouada, Kseniya Cherenkova, Gleb Gusev, Björn E. Ottersten
2020	B	`conf`	DeepVI: A Novel Framework for Learning Deep View-Invariant Human Action Representations using a Single RGB Camera. FG Konstantinos Papadopoulos, Enjie Ghorbel, Oyebade K. Oyedotun, Djamila Aouada, Björn E. Ottersten
2020	J	`jnl`	Fast Adaptive Reparametrization (FAR) With Application to Human Action Recognition. IEEE Signal Process. Lett. Enjie Ghorbel, Girum G. Demisse, Djamila Aouada, Björn E. Ottersten
2020	B	`conf`	Going Deeper With Neural Networks Without Skip Connections. ICIP Oyebade K. Oyedotun, Abd El Rahman Shabayek, Djamila Aouada, Björn E. Ottersten
2020	J	`jnl`	Improved Highway Network Block for Training Very Deep Neural Networks. IEEE Access Oyebade K. Oyedotun, Abd El Rahman Shabayek, Djamila Aouada, Björn E. Ottersten
2020	B	`conf`	Pvdeconv: Point-Voxel Deconvolution for Autoencoding CAD Construction in 3D. ICIP Kseniya Cherenkova, Djamila Aouada, Gleb Gusev
2020	B	`conf`	Revisiting the Training of Very Deep Neural Networks without Skip Connections. ICPR Oyebade K. Oyedotun, Abd El Rahman Shabayek, Djamila Aouada, Björn E. Ottersten
2020	—	`conf`	SHARP 2020: The 1st Shape Recovery from Partial Textured 3D Scans Challenge Results. ECCV Workshops (2) Alexandre Saint, Anis Kacem, Kseniya Cherenkova, Konstantinos Papadopoulos, Julian Chibane, Gerard Pons-Moll, Gleb Gusev, David Fofi, Djamila Aouada, Björn E. Ottersten
2020	J	`jnl`	SHARP 2020: The 1st Shape Recovery from Partial Textured 3D Scans Challenge Results. CoRR Alexandre Saint, Anis Kacem, Kseniya Cherenkova, Konstantinos Papadopoulos, Julian Chibane, Gerard Pons-Moll, Gleb Gusev, David Fofi, Djamila Aouada, Björn E. Ottersten
2020	—	`conf`	Space-Time Triplet Loss Network for Dynamic 3D Face Verification. ICPR Workshops (1) Anis Kacem, Hamza Ben Abdesslam, Kseniya Cherenkova, Djamila Aouada
2020	A	`conf`	Structured Compression of Deep Neural Networks with Debiased Elastic Group LASSO. WACV Oyebade K. Oyedotun, Djamila Aouada, Björn E. Ottersten
2020	Misc	`conf`	Towards Automatic CAD Modeling from 3D Scan Sketch based Representation. VISIGRAPP (1: GRAPP) Abd El Rahman Shabayek, Djamila Aouada, Kseniya Cherenkova, Gleb Gusev
2020	J	`jnl`	Towards Generalization of 3D Human Pose Estimation In The Wild. CoRR Renato Baptista, Alexandre Saint, Kassem Al Ismaeil, Djamila Aouada
2020	—	`conf`	Towards Generalization of 3D Human Pose Estimation in the Wild. ICPR Workshops (1) Renato Baptista, Alexandre Saint, Kassem Al Ismaeil, Djamila Aouada
2020	B	`conf`	Vertex Feature Encoding and Hierarchical Temporal Modeling in a Spatio-Temporal Graph Convolutional Network for Action Recognition. ICPR Konstantinos Papadopoulos, Enjie Ghorbel, Djamila Aouada, Björn E. Ottersten
2020	—	`conf`	Why Do Deep Neural Networks with Skip Connections and Concatenated Hidden Representations Work? ICONIP (3) Oyebade K. Oyedotun, Djamila Aouada
2019	—	`conf`	A View-invariant Framework for Fast Skeleton-based Action Recognition using a Single RGB Camera. VISIGRAPP (5: VISAPP) Enjie Ghorbel, Konstantinos Papadopoulos, Renato Baptista, Himadri Pathak, Girum G. Demisse, Djamila Aouada, Björn E. Ottersten
2019	J	`jnl`	Bi-objective Framework for Sensor Fusion in RGB-D Multi-View Systems: Applications in Calibration. CoRR Hassan Afzal, Djamila Aouada, Michel Antunes, David Fofi, Bruno Mirbach, Björn E. Ottersten
2019	B	`conf`	Bodyfitr: Robust Automatic 3D Human Body Fitting. ICIP Alexandre Saint, Abd El Rahman Shabayek, Kseniya Cherenkova, Gleb Gusev, Djamila Aouada, Björn E. Ottersten
2019	J	`jnl`	Home self-training: Visual feedback for assisting physical activity for stroke survivors. Comput. Methods Programs Biomed. Renato Baptista, Enjie Ghorbel, Abd El Rahman Shabayek, Florent Moissenet, Djamila Aouada, Alice Douchet, Mathilde André, Julien Pager, Stéphane Bouilland
2019	Misc	`conf`	Learning to Fuse Latent Representations for Multimodal Data. ICASSP Oyebade K. Oyedotun, Djamila Aouada, Björn E. Ottersten
2019	J	`jnl`	Localized Trajectories for 2D and 3D Action Recognition. CoRR Konstantinos Papadopoulos, Girum G. Demisse, Enjie Ghorbel, Michel Antunes, Djamila Aouada, Björn E. Ottersten
2019	J	`jnl`	Localized Trajectories for 2D and 3D Action Recognition. Sensors Konstantinos Papadopoulos, Girum G. Demisse, Enjie Ghorbel, Michel Antunes, Djamila Aouada, Björn E. Ottersten
2019	—	`conf`	Two-Stage RGB-Based Action Detection Using Augmented 3D Poses. CAIP (1) Konstantinos Papadopoulos, Enjie Ghorbel, Renato Baptista, Djamila Aouada, Björn E. Ottersten
2019	J	`jnl`	Vertex Feature Encoding and Hierarchical Temporal Modeling in a Spatial-Temporal Graph Convolutional Network for Action Recognition. CoRR Konstantinos Papadopoulos, Enjie Ghorbel, Djamila Aouada, Björn E. Ottersten
2019	Misc	`conf`	View-invariant Action Recognition from RGB Data via 3D Pose Estimation. ICASSP Renato Baptista, Enjie Ghorbel, Konstantinos Papadopoulos, Girum G. Demisse, Djamila Aouada, Björn E. Ottersten
2018	—	`conf`	3DBodyTex: Textured 3D Body Dataset. 3DV Alexandre Saint, Eman Ahmed, Abd El Rahman Shabayek, Kseniya Cherenkova, Gleb Gusev, Djamila Aouada, Björn E. Ottersten
2018	Misc	`conf`	A Revisit of Action Detection Using Improved Trajectories. ICASSP Konstantinos Papadopoulos, Michel Antunes, Djamila Aouada, Björn E. Ottersten
2018	—	`conf`	Anticipating Suspicious Actions using a Small Dataset of Action Templates. VISIGRAPP (5: VISAPP) Renato Baptista, Michel Antunes, Djamila Aouada, Björn E. Ottersten
2018	J	`jnl`	Deep Learning Advances on Different 3D Data Representations: A Survey. CoRR Eman Ahmed, Alexandre Saint, Abd El Rahman Shabayek, Kseniya Cherenkova, Rig Das, Gleb Gusev, Djamila Aouada, Björn E. Ottersten
2018	J	`jnl`	Deformation Based Curved Shape Representation. IEEE Trans. Pattern Anal. Mach. Intell. Girum G. Demisse, Djamila Aouada, Björn E. Ottersten
2018	J	`jnl`	Deformation-Based 3D Facial Expression Representation. ACM Trans. Multim. Comput. Commun. Appl. Girum G. Demisse, Djamila Aouada, Björn E. Ottersten
2018	—	`conf`	Deformation-Based Abnormal Motion Detection using 3D Skeletons. IPTA Renato Baptista, Girum G. Demisse, Djamila Aouada, Björn E. Ottersten
2018	J	`jnl`	Full 3D Reconstruction of Non-Rigidly Deforming Objects. ACM Trans. Multim. Comput. Commun. Appl. Hassan Afzal, Djamila Aouada, Bruno Mirbach, Björn E. Ottersten
2018	—	`conf`	Highway Network Block With Gates Constraints for Training Very Deep Networks. CVPR Workshops Oyebade K. Oyedotun, Abd El Rahman Shabayek, Djamila Aouada, Björn E. Ottersten
2018	Misc	`conf`	Improving the Capacity of Very Deep Networks with Maxout Units. ICASSP Oyebade K. Oyedotun, Abd El Rahman Shabayek, Djamila Aouada, Björn E. Ottersten
2018	—	`conf`	Pose Encoding for Robust Skeleton-Based Action Recognition. CVPR Workshops Girum G. Demisse, Konstantinos Papadopoulos, Djamila Aouada, Björn E. Ottersten
2017	B	`conf`	Deformation transfer of 3D human shapes and poses on manifolds. ICIP Abd El Rahman Shabayek, Djamila Aouada, Alexandre Saint, Björn E. Ottersten
2017	B	`conf`	Enhanced trajectory-based action recognition using human pose. ICIP Konstantinos Papadopoulos, Michel Antunes, Djamila Aouada, Björn E. Ottersten
2017	—	`conf`	Facial Expression Recognition via Joint Deep Learning of RGB-Depth Map Latent Representations. ICCV Workshops Oyebade K. Oyedotun, Girum G. Demisse, Abd El Rahman Shabayek, Djamila Aouada, Björn E. Ottersten
2017	J	`jnl`	Real-Time Enhancement of Dynamic Depth Videos with Non-Rigid Deformations. IEEE Trans. Pattern Anal. Mach. Intell. Kassem Al Ismaeil, Djamila Aouada, Thomas Solignac, Bruno Mirbach, Björn E. Ottersten
2017	—	`conf`	STARR - Decision SupporT and self-mAnagement system for stRoke survivoRs Vision based Rehabilitation System. EPS Abd El Rahman Shabayek, Renato Baptista, Konstantinos Papadopoulos, Girum G. Demisse, Oyebade K. Oyedotun, Michel Antunes, Djamila Aouada, Björn E. Ottersten, Margarita Anastassova, Mehdi Boukallel, Sabrina A. Panëels, Gary Randall, Mathilde André, Alice Douchet, Stéphane Bouilland, Leire Ortiz-Fernández
2017	—	`conf`	Training Very Deep Networks via Residual Learning with Stochastic Input Shortcut Connections. ICONIP (2) Oyebade K. Oyedotun, Abd El Rahman Shabayek, Djamila Aouada, Björn E. Ottersten
2017	A*	`conf`	Unsupervised Vanishing Point Detection and Camera Calibration from a Single Manhattan Image with Radial Distortion. CVPR Michel Antunes, João P. Barreto, Djamila Aouada, Björn E. Ottersten
2017	—	`conf`	Video-based Feedback for Assisting Physical Activity. VISIGRAPP (5: VISAPP) Renato Baptista, Michel Antunes, Djamila Aouada, Björn E. Ottersten
2016	A	`conf`	A revisit to human action recognition from depth sequences: Guided SVM-sampling for joint selection. WACV Michel Antunes, Djamila Aouada, Björn E. Ottersten
2016	J	`jnl`	Enhancement of dynamic depth scenes by upsampling for precise super-resolution (UP-SR). Comput. Vis. Image Underst. Kassem Al Ismaeil, Djamila Aouada, Bruno Mirbach, Björn E. Ottersten
2016	J	`jnl`	Feature engineering strategies for credit card fraud detection. Expert Syst. Appl. Alejandro Correa Bahnsen, Djamila Aouada, Aleksandar Stojanovic, Björn E. Ottersten
2016	—	`conf`	RGB-D and Thermal Sensor Fusion - Application in Person Tracking. VISIGRAPP (3: VISAPP) Ignacio Rocco Spremolla, Michel Antunes, Djamila Aouada, Björn E. Ottersten
2016	A*	`conf`	Similarity Metric for Curved Shapes in Euclidean Space. CVPR Girum G. Demisse, Djamila Aouada, Björn E. Ottersten
2016	—	`conf`	Visual and Human-Interpretable Feedback for Assisting Physical Activity. ECCV Workshops (2) Michel Antunes, Renato Baptista, Girum G. Demisse, Djamila Aouada, Björn E. Ottersten
2015	J	`jnl`	A novel cost-sensitive framework for customer churn predictive modeling. Decis. Anal. Alejandro Correa Bahnsen, Djamila Aouada, Björn E. Ottersten
2015	C	`conf`	Detecting Credit Card Fraud Using Periodic Features. ICMLA Alejandro Correa Bahnsen, Djamila Aouada, Aleksandar Stojanovic, Björn E. Ottersten
2015	J	`jnl`	Ensemble of Example-Dependent Cost-Sensitive Decision Trees. CoRR Alejandro Correa Bahnsen, Djamila Aouada, Björn E. Ottersten
2015	J	`jnl`	Example-dependent cost-sensitive decision trees. Expert Syst. Appl. Alejandro Correa Bahnsen, Djamila Aouada, Björn E. Ottersten
2015	—	`conf`	Patch-based Statistical Performance Analysis of Upsampling for Precise Super-Resolution. VISAPP (1) Djamila Aouada, Kassem Al Ismaeil, Björn E. Ottersten
2015	—	`conf`	Real-time non-rigid multi-frame depth video super-resolution. CVPR Workshops Kassem Al Ismaeil, Djamila Aouada, Thomas Solignac, Bruno Mirbach, Björn E. Ottersten
2015	B	`conf`	Template-based statistical shape modelling on deformation space. ICIP Girum G. Demisse, Djamila Aouada, Björn E. Ottersten
2015	J	`jnl`	Unified multi-lateral filter for real-time depth map enhancement. Image Vis. Comput. Frederic Garcia, Djamila Aouada, Bruno Mirbach, Thomas Solignac, Björn E. Ottersten
2015	—	`conf`	View-Independent Enhanced 3D Reconstruction of Non-rigidly Deforming Objects. CAIP (2) Hassan Afzal, Djamila Aouada, François Destelle, Bruno Mirbach, Björn E. Ottersten
2014	C	`conf`	Example-Dependent Cost-Sensitive Logistic Regression for Credit Scoring. ICMLA Alejandro Correa Bahnsen, Djamila Aouada, Björn E. Ottersten
2014	A	`conf`	Improving Credit Card Fraud Detection with Calibrated Probabilities. SDM Alejandro Correa Bahnsen, Aleksandar Stojanovic, Djamila Aouada, Björn E. Ottersten
2014	—	`conf`	Kinect Deform: Enhanced 3D Reconstruction of Non-rigidly Deforming Objects. 3DV (Workshops) Hassan Afzal, Kassem Al Ismaeil, Djamila Aouada, François Destelle, Bruno Mirbach, Björn E. Ottersten
2014	B	`conf`	RGB-D Multi-view System Calibration for Full 3D Scene Reconstruction. ICPR Hassan Afzal, Djamila Aouada, David Font, Bruno Mirbach, Björn E. Ottersten
2014	B	`conf`	SPN AVSS Djamila Aouada, Dalia Khader
2014	B	`conf`	Surface UP-SR for an improved face recognition using low resolution depth cameras. AVSS Djamila Aouada, Kassem Al Ismaeil, Kedija Kedir Idris, Björn E. Ottersten
2013	—	`conf`	Cost Sensitive Credit Card Fraud Detection Using Bayes Minimum Risk. ICMLA (1) Alejandro Correa Bahnsen, Aleksandar Stojanovic, Djamila Aouada, Björn E. Ottersten
2013	—	`conf`	Depth Super-Resolution by Enhanced Shift and Add. CAIP (2) Kassem Al Ismaeil, Djamila Aouada, Bruno Mirbach, Björn E. Ottersten
2013	B	`conf`	Dynamic super resolution of depth sequences with non-rigid motions. ICIP Kassem Al Ismaeil, Djamila Aouada, Bruno Mirbach, Björn E. Ottersten
2013	C	`conf`	Multi-frame super-resolution by enhanced shift & add. ISPA Kassem Al Ismaeil, Djamila Aouada, Björn E. Ottersten, Bruno Mirbach
2013	J	`jnl`	Real-time depth enhancement by fusion for RGB-D cameras. IET Comput. Vis. Frederic Garcia, Djamila Aouada, Thomas Solignac, Bruno Mirbach, Björn E. Ottersten
2012	B	`conf`	Bilateral filter evaluation based on exponential kernels. ICPR Kassem Al Ismaeil, Djamila Aouada, Björn E. Ottersten
2012	—	`conf`	Depth Enhancement by Fusion for Passive and Active Sensing. ECCV Workshops (3) Frederic Garcia, Djamila Aouada, Hashim Kemal Abdella, Thomas Solignac, Bruno Mirbach, Björn E. Ottersten
2012	J	`jnl`	Real-Time Distance-Dependent Mapping for a Hybrid ToF Multi-Camera Rig. IEEE J. Sel. Top. Signal Process. Frederic Garcia, Djamila Aouada, Bruno Mirbach, Björn E. Ottersten
2012	B	`conf`	Spatio-temporal ToF data enhancement by fusion. ICIP Frederic Garcia, Djamila Aouada, Bruno Mirbach, Björn E. Ottersten
2011	C	`conf`	A new 1-D colour model and its application to image filtering. ISPA Frederic Garcia, Djamila Aouada, Bruno Mirbach, Björn E. Ottersten
2011	B	`conf`	A new multi-lateral filter for real-time depth enhancement. AVSS Frederic Garcia, Djamila Aouada, Bruno Mirbach, Thomas Solignac, Björn E. Ottersten
2011	—	`conf`	Real-time hybrid ToF multi-camera rig fusion system for depth map enhancement. CVPR Workshops Frederic Garcia, Djamila Aouada, Bruno Mirbach, Thomas Solignac, Björn E. Ottersten
2011	Misc	`conf`	Spiral colour model: Reduction from 3-D to 2-D. ICASSP Frederic Garcia, Djamila Aouada, Bruno Mirbach, Björn E. Ottersten
2011	J	`jnl`	Who clicks there!: Anonymizing the photographer in a camera saturated society CoRR Péter Schaffer, Djamila Aouada, Shishir Nagaraja
2011	—	`conf`	Who clicks there!: anonymising the photographer in a camera saturated society. WPES Shishir Nagaraja, Péter Schaffer, Djamila Aouada
2010	B	`conf`	Mahalanobis-based Adaptive Nonlinear Dimension Reduction. ICPR Djamila Aouada, Yuliy M. Baryshnikov, Hamid Krim
2010	J	`jnl`	Squigraphs for Fine and Compact Modeling of 3-D Shapes. IEEE Trans. Image Process. Djamila Aouada, Hamid Krim
2009	B	`conf`	Meaningful 3D shape partitioning using Morse functions. ICIP Djamila Aouada, Hamid Krim
2009	Misc	`conf`	Novel similarity invariant for space curves using turning angles and its application to object recognition. ICASSP Djamila Aouada, Hamid Krim
2008	—	`conf`	3D object recognition using fully intrinsic skeletal graphs. Computational Imaging Djamila Aouada, Hamid Krim
2008	—	`conf`	Geometric modeling of rigid and non-rigid 3D shapes using the global geodesic function. CVPR Workshops Djamila Aouada, David W. Dreisigmeyer, Hamid Krim
2007	—	`conf`	3D Mixed Invariant and its Application on Object Classification. ICASSP (1) Shuo Feng, Djamila Aouada, Hamid Krim, Irina A. Kogan
2007	—	`conf`	Statistical Analysis of the Global Geodesic Function for 3D Object Classification. ICASSP (1) Djamila Aouada, Shuo Feng, Hamid Krim