Danijel Skočaj
7 papers · 2021–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
Top co-authors
Research topics
Keywords
logical anomaly detection
(2)
anomaly detection
(1)
bipartite matching
(1)
depth estimation
(1)
3d vision
(1)
synthetic data generation
(1)
generative model
(1)
vision foundation model
(1)
parameter-efficient adaptation
(1)
3d anomaly detection
(1)
discriminative model
(1)
low-rank adapter
(1)
semantic relationship
(1)
discrete autoencoder
(1)
surface defect detection
(1)
zero-shot anomaly detection
(1)
anomaly localization
(1)
pretrained feature
(1)
object representation
(1)
composition information
(1)
Papers
AnomalyVFM -- Transforming Vision Foundation Models into Zero-Shot Anomaly Detectors
CVPR 2026
ObjectCore - Efficient Few-shot Logical Anomaly Detection using Object Representations
WACV 2026
SALAD -- Semantics-Aware Logical Anomaly Detection
ICCV 2025
Cheating Depth: Enhancing 3D Surface Anomaly Detection via Depth Simulation
WACV 2024
TransFusion -- A Transparency-Based Diffusion Model for Anomaly Detection
ECCV 2024
DSR – A Dual Subspace Re-Projection Network for Surface Anomaly Detection
ECCV 2022
DRAEM - A Discriminatively Trained Reconstruction Embedding for Surface Anomaly Detection
ICCV 2021