Aouada, Djamila

40 publications

ICCV 2025 CAD-Assistant: Tool-Augmented VLLMs as Generic CAD Task Solvers Dimitrios Mallis, Ahmet Serda Karadeniz, Sebastian Cavada, Danila Rukhovich, Niki Foteinopoulou, Kseniya Cherenkova, Anis Kacem, Djamila Aouada

ICCV 2025 CAD-Recode: Reverse Engineering CAD Code from Point Clouds Danila Rukhovich, Elona Dupont, Dimitrios Mallis, Kseniya Cherenkova, Anis Kacem, Djamila Aouada

WACV 2025 Information Theoretic Pruning of Coupled Channels in Deep Neural Networks Peyman Rostami, Nilotpal Sinha, Nidhaleddine Chenni, Anis Kacem, Abd El Rahman Shabayek, Carl Shneider, Djamila Aouada

NeurIPS 2025 MiCADangelo: Fine-Grained Reconstruction of Constrained CAD Models from 3D Scans Ahmet Serdar Karadeniz, Dimitrios Mallis, Danila Rukhovich, Kseniya Cherenkova, Anis Kacem, Djamila Aouada

WACV 2025 PICASSO: A Feed-Forward Framework for Parametric Inference of CAD Sketches via Rendering Self-Supervision Ahmet Serdar Karadeniz, Dimitrios Mallis, Nesryne Mejri, Kseniya Cherenkova, Anis Kacem, Djamila Aouada

WACV 2025 Removing Geometric Bias in One-Class Anomaly Detection with Adaptive Feature Perturbation Romain Hermary, Vincent Gaudilliere, Abd El Rahman Shabayek, Djamila Aouada

ICCV 2025 Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection Dat Nguyen, Marcella Astrid, Anis Kacem, Enjie Ghorbel, Djamila Aouada

NeurIPS 2024 A Hitchhiker's Guide to Fine-Grained Face Forgery Detection Using Common Sense Reasoning Niki Maria Foteinopoulou, Enjie Ghorbel, Djamila Aouada

CVPR 2024 CAD-SIGNet: CAD Language Inference from Point Clouds Using Layer-Wise Sketch Instance Guided Attention Mohammad Sadil Khan, Elona Dupont, Sk Aziz Ali, Kseniya Cherenkova, Anis Kacem, Djamila Aouada

WACV 2024 Discriminator-Free Unsupervised Domain Adaptation for Multi-Label Image Classification Inder Pal Singh, Enjie Ghorbel, Anis Kacem, Arunkumar Rathinam, Djamila Aouada

WACV 2024 Hardware Aware Evolutionary Neural Architecture Search Using Representation Similarity Metric Nilotpal Sinha, Abd El Rahman Shabayek, Anis Kacem, Peyman Rostami, Carl Shneider, Djamila Aouada

CVPR 2024 LAA-Net: Localized Artifact Attention Network for Quality-Agnostic and Generalizable Deepfake Detection Dat Nguyen, Nesryne Mejri, Inder Pal Singh, Polina Kuleshova, Marcella Astrid, Anis Kacem, Enjie Ghorbel, Djamila Aouada

CVPRW 2024 Multi-Objective Hardware Aware Neural Architecture Search Using Hardware Cost Diversity Nilotpal Sinha, Peyman Rostami, Abd El Rahman Shabayek, Anis Kacem, Djamila Aouada

WACV 2024 Self-Supervised Learning for Place Representation Generalization Across Appearance Changes Mohamed Adel Musallam, Vincent Gaudillière, Djamila Aouada

NeurIPS 2024 SpelsNet: Surface Primitive Elements Segmentation by B-Rep Graph Structure Supervision Kseniya Cherenkova, Elona Dupont, Anis Kacem, Gleb Gusev, Djamila Aouada

ECCV 2024 TransCAD: A Hierarchical Transformer for CAD Sequence Inference from Point Clouds Elona Dupont, Kseniya Cherenkova, Dimitrios Mallis, Gleb A Gusev, Anis Kacem, Djamila Aouada

ICCVW 2023 DELO: Deep Evidential LiDAR Odometry Using Partial Optimal Transport Sk Aziz Ali, Djamila Aouada, Gerd Reis, Didier Stricker

ICCVW 2023 SHARP Challenge 2023: Solving CAD History and pArameters Recovery from Point Clouds and 3D Scans. Overview, Datasets, Metrics, and Baselines Dimitrios Mallis, Sk Aziz Ali, Elona Dupont, Kseniya Cherenkova, Ahmet Serdar Karadeniz, Mohammad Sadil Khan, Anis Kacem, Gleb Gusev, Djamila Aouada

CVPRW 2023 SepicNet: Sharp Edges Recovery by Parametric Inference of Curves in 3D Shapes Kseniya Cherenkova, Elona Dupont, Anis Kacem, Ilya Arzhannikov, Gleb Gusev, Djamila Aouada

ECCVW 2022 CubeSat-CDT: A Cross-Domain Dataset for 6-DoF Trajectory Estimation of a Symmetric Spacecraft Mohamed Adel Musallam, Arunkumar Rathinam, Vincent Gaudillière, Miguel Ortiz del Castillo, Djamila Aouada

CVPR 2022 Leveraging Equivariant Features for Absolute Pose Regression Mohamed Adel Musallam, Vincent Gaudillière, Miguel Ortiz del Castillo, Kassem Al Ismaeil, Djamila Aouada

ECCVW 2022 TSCom-Net: Coarse-to-Fine 3D Textured Shape Completion Network Ahmet Serdar Karadeniz, Sk Aziz Ali, Anis Kacem, Elona Dupont, Djamila Aouada

CVPRW 2021 LSPnet: A 2D Localization-Oriented Spacecraft Pose Estimation Neural Network Albert García, Mohamed Adel Musallam, Vincent Gaudillière, Enjie Ghorbel, Kassem Al Ismaeil, Marcos Damian Perez, Djamila Aouada

ICCVW 2021 Leveraging Temporal Information for 3D Trajectory Estimation of Space Objects Mohamed Adel Musallam, Miguel Ortiz del Castillo, Kassem Al Ismaeil, Marcos Damian Perez, Djamila Aouada

ECCVW 2020 3DBooSTeR: 3D Body Shape and Texture Recovery Alexandre Saint, Anis Kacem, Kseniya Cherenkova, Djamila Aouada

ECCVW 2020 SHARP 2020: The 1st Shape Recovery from Partial Textured 3D Scans Challenge Results Alexandre Saint, Anis Kacem, Kseniya Cherenkova, Konstantinos Papadopoulos, Julian Chibane, Gerard Pons-Moll, Gleb Gusev, David Fofi, Djamila Aouada, Björn E. Ottersten

WACV 2020 Structured Compression of Deep Neural Networks with Debiased Elastic Group LASSO Oyebade Oyedotun, Djamila Aouada, Bjorn Ottersten

CVPRW 2018 Highway Network Block with Gates Constraints for Training Very Deep Networks Oyebade K. Oyedotun, Abd El Rahman Shabayek, Djamila Aouada, Björn E. Ottersten

CVPRW 2018 Pose Encoding for Robust Skeleton-Based Action Recognition Girum G. Demisse, Konstantinos Papadopoulos, Djamila Aouada, Björn E. Ottersten

ICCVW 2017 Facial Expression Recognition via Joint Deep Learning of RGB-Depth mAP Latent Representations Oyebade K. Oyedotun, Girum G. Demisse, Abd El Rahman Shabayek, Djamila Aouada, Björn E. Ottersten

CVPR 2017 Unsupervised Vanishing Point Detection and Camera Calibration from a Single Manhattan Image with Radial Distortion Michel Antunes, Joao P. Barreto, Djamila Aouada, Bjorn Ottersten

WACV 2016 A Revisit to Human Action Recognition from Depth Sequences: Guided SVM-Sampling for Joint Selection Michel Antunes, Djamila Aouada, Björn E. Ottersten

CVPR 2016 Similarity Metric for Curved Shapes in Euclidean Space Girum G. Demisse, Djamila Aouada, Bjorn Ottersten

ECCV 2016 Visual and Human-Interpretable Feedback for Assisting Physical Activity Michel Antunes, Renato Baptista, Girum G. Demisse, Djamila Aouada, Björn E. Ottersten

ECCVW 2016 Visual and Human-Interpretable Feedback for Assisting Physical Activity Michel Antunes, Renato Baptista, Girum G. Demisse, Djamila Aouada, Björn E. Ottersten

CVPRW 2015 Real-Time Non-Rigid Multi-Frame Depth Video Super-Resolution Kassem Al Ismaeil, Djamila Aouada, Thomas Solignac, Bruno Mirbach, Björn E. Ottersten

ECCV 2012 Depth Enhancement by Fusion for Passive and Active Sensing Frederic Garcia, Djamila Aouada, Hashim Kemal Abdella, Thomas Solignac, Bruno Mirbach, Björn E. Ottersten

ECCVW 2012 Depth Enhancement by Fusion for Passive and Active Sensing Frederic Garcia, Djamila Aouada, Hashim Kemal Abdella, Thomas Solignac, Bruno Mirbach, Björn E. Ottersten

CVPRW 2011 Real-Time Hybrid ToF Multi-Camera Rig Fusion System for Depth mAP Enhancement Frederic Garcia, Djamila Aouada, Bruno Mirbach, Thomas Solignac, Björn E. Ottersten

CVPRW 2008 Geometric Modeling of Rigid and Non-Rigid 3D Shapes Using the Global Geodesic Function Djamila Aouada, David W. Dreisigmeyer, Hamid Krim