Djamila Aouada
19 papers · 2016–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Renaissance Researcher (7) π Academic Marathon (10) π Conference Polyglot (5) πΊοΈ Taxonomy Completionist (39)
πΊοΈ
Taxonomy Completionist
(39)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π§¬
Topic Evolution
π€
Dynamic Duo
(11)
π
Century Club
(19)
β‘
Prolific Year
(8)
ποΈ
Keyword Collector
(93)
π
Trend Setter
π
Conference Pioneer
Conferences
WACV (8)
CVPR (5)
ICCV (3)
NIPS (2)
ECCV (1)
Top co-authors
Keywords
deepfake detection
(3)
anomaly detection
(3)
self-supervised learning
(2)
domain generalization
(2)
attention mechanism
(2)
multi-task learning
(2)
reverse engineering
(2)
vision language model
(2)
contrastive learning
(2)
cad modeling
(2)
structured sparsity
(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
VLMDiff: Leveraging Vision-Language Models for Multi-Class Anomaly Detection with Diffusion
WACV 2026
CAD-Recode: Reverse Engineering CAD Code from Point Clouds
ICCV 2025
CAD-Assistant: Tool-Augmented VLLMs as Generic CAD Task Solvers
ICCV 2025
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection
ICCV 2025
Removing Geometric Bias in One-Class Anomaly Detection with Adaptive Feature Perturbation
WACV 2025
PICASSO: A Feed-Forward Framework for Parametric Inference of CAD Sketches via Rendering Self-Supervision
WACV 2025
Information Theoretic Pruning of Coupled Channels in Deep Neural Networks
WACV 2025
LAA-Net: Localized Artifact Attention Network for Quality-Agnostic and Generalizable Deepfake Detection
CVPR 2024
Hardware Aware Evolutionary Neural Architecture Search Using Representation Similarity Metric
WACV 2024
SpelsNet: Surface Primitive Elements Segmentation by B-Rep Graph Structure Supervision
NIPS 2024
A Hitchhiker's Guide to Fine-Grained Face Forgery Detection Using Common Sense Reasoning
NIPS 2024
Self-Supervised Learning for Place Representation Generalization Across Appearance Changes
WACV 2024
Discriminator-Free Unsupervised Domain Adaptation for Multi-Label Image Classification
WACV 2024
CAD-SIGNet: CAD Language Inference from Point Clouds using Layer-wise Sketch Instance Guided Attention
CVPR 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