Djamila Aouada
20 papers · 2016–2026 · 5 venues · across top CS/AI venues
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🗺️ Taxonomy Completionist (39) 🏃 Academic Marathon · Half 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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Topic Evolution
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(12)
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Century Club · Bronze
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Computer Vision
(12)
Machine Learning
(12)
Analysis
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Artificial Intelligence
(7)
Deep Learning
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Core AI
(7)
Learning Types · Machine Learning
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Mathematics & Optimization
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Learning Types · Deep Learning
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Mathematics
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Optimization & Theory
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Natural Language Processing
(2)
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Keywords
deepfake detection
(3)
vision-language model
(3)
anomaly detection
(3)
self-supervised learning
(2)
attention mechanism
(2)
multi-task learning
(2)
domain generalization
(2)
reverse engineering
(2)
contrastive learning
(2)
structured sparsity
(2)
cad modeling
(2)
point cloud
(2)
video synthesis
(1)
visual question answering
(1)
adversarial learning
(1)
unsupervised learning
(1)
neural architecture search
(1)
variational inference
(1)
3d vision
(1)
code generation
(1)
Papers
Cov2Pose: Leveraging Spatial Covariance for Direct Manifold-aware 6-DoF Object Pose Estimation
CVPR 2026
VLMDiff: Leveraging Vision-Language Models for Multi-Class Anomaly Detection with Diffusion
WACV 2026
CAD-Assistant: Tool-Augmented VLLMs as Generic CAD Task Solvers
ICCV 2025
CAD-Recode: Reverse Engineering CAD Code from Point Clouds
ICCV 2025
Information Theoretic Pruning of Coupled Channels in Deep Neural Networks
WACV 2025
PICASSO: A Feed-Forward Framework for Parametric Inference of CAD Sketches via Rendering Self-Supervision
WACV 2025
Removing Geometric Bias in One-Class Anomaly Detection with Adaptive Feature Perturbation
WACV 2025
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection
ICCV 2025
A Hitchhiker's Guide to Fine-Grained Face Forgery Detection Using Common Sense Reasoning
NeurIPS 2024
CAD-SIGNet: CAD Language Inference from Point Clouds using Layer-wise Sketch Instance Guided Attention
CVPR 2024
Discriminator-Free Unsupervised Domain Adaptation for Multi-Label Image Classification
WACV 2024
Hardware Aware Evolutionary Neural Architecture Search Using Representation Similarity Metric
WACV 2024
LAA-Net: Localized Artifact Attention Network for Quality-Agnostic and Generalizable Deepfake Detection
CVPR 2024
Self-Supervised Learning for Place Representation Generalization Across Appearance Changes
WACV 2024
SpelsNet: Surface Primitive Elements Segmentation by B-Rep Graph Structure Supervision
NeurIPS 2024
TransCAD: A Hierarchical Transformer for CAD Sequence Inference from Point Clouds
ECCV 2024
Leveraging Equivariant Features for Absolute Pose Regression
CVPR 2022
Structured Compression of Deep Neural Networks with Debiased Elastic Group LASSO
WACV 2020
Unsupervised Vanishing Point Detection and Camera Calibration From a Single Manhattan Image With Radial Distortion
CVPR 2017
Similarity Metric For Curved Shapes In Euclidean Space
CVPR 2016