Siniša Šegvić
12 papers · 2019–2026 · 6 venues · across top CS/AI venues
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🗺️ Taxonomy Completionist (36) 🌍 Conference Polyglot · Silver 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge · Bronze 🏃 Academic Marathon · Sprint
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Research topics
Computer Vision
(8)
Analysis
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Machine Learning
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Deep Learning
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Artificial Intelligence
(4)
Core AI
(4)
Learning Types · Deep Learning
(4)
Application Areas
(3)
Core Methods
(3)
Learning Types · Machine Learning
(3)
Models
(3)
Optimization & Theory
(2)
Processing
(2)
Architectures
(1)
Bayesian & Probabilistic
(1)
Keywords
normalizing flow
(3)
semantic segmentation
(3)
object detection
(2)
density estimation
(2)
generative model
(2)
image classification
(2)
outlier detection
(2)
transfer learning
(1)
scene understanding
(1)
variational inference
(1)
feature extraction
(1)
anomaly detection
(1)
model security
(1)
motion estimation
(1)
expectation maximization
(1)
image restoration
(1)
knowledge distillation
(1)
autonomous driving
(1)
future prediction
(1)
optimal transport
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Papers
SPAR: Single-Pass Any-Resolution ViT for Open-vocabulary Segmentation
CVPR 2026
Seal Your Backdoor with Variational Defense
ICCV 2025
Sequential keypoint density estimator: an overlooked baseline of skeleton-based video anomaly detection
ICCV 2025
Identifying Label Errors in Object Detection Datasets by Loss Inspection
WACV 2024
MC-PanDA: Mask Confidence for Panoptic Domain Adaptation
ECCV 2024
Quantile-Based Maximum Likelihood Training for Outlier Detection
AAAI 2024
Normalizing Flow Based Feature Synthesis for Outlier-Aware Object Detection
CVPR 2023
DenseHybrid: Hybrid Anomaly Detection for Dense Open-Set Recognition
ECCV 2022
Multi-Domain Semantic Segmentation With Overlapping Labels
WACV 2022
Densely connected normalizing flows
NeurIPS 2021
Warp to the Future: Joint Forecasting of Features and Feature Motion
CVPR 2020
In Defense of Pre-Trained ImageNet Architectures for Real-Time Semantic Segmentation of Road-Driving Images
CVPR 2019