Mohammad Sabokrou
10 papers · 2018–2025 · 6 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (25) 💎 Century Club · Bronze
🔥
Unstoppable · Bronze
Top co-authors
Research topics
Machine Learning
(7)
Deep Learning
(6)
Learning Types · Machine Learning
(6)
Core Methods
(5)
Artificial Intelligence
(4)
Computer Vision
(4)
Core AI · Artificial Intelligence
(4)
Learning Types · Deep Learning
(4)
Analysis
(3)
Models
(3)
Application Areas
(1)
Core AI · Computer Vision
(1)
Domain-Specific
(1)
Keywords
novelty detection
(3)
anomaly detection
(3)
one-class classification
(2)
out-of-distribution detection
(2)
outlier detection
(2)
image classification
(2)
generative adversarial network
(2)
catastrophic forgetting
(1)
continual learning
(1)
representation learning
(1)
binary classification
(1)
self-supervised learning
(1)
attention mechanism
(1)
adversarial machine learning
(1)
data poisoning
(1)
contrastive learning
(1)
adversarial training
(1)
incremental learning
(1)
deep learning
(1)
model security
(1)
Papers
Adversarially Robust Anomaly Detection through Spurious Negative Pair Mitigation
ICLR 2025
Adversarial Backdoor Attack by Naturalistic Data Poisoning on Trajectory Prediction in Autonomous Driving
CVPR 2024
Scanning Trojaned Models Using Out-of-Distribution Samples
NeurIPS 2024
Universal Novelty Detection Through Adaptive Contrastive Learning
CVPR 2024
Fake It Until You Make It : Towards Accurate Near-Distribution Novelty Detection
ICLR 2023
Mitigating Bias: Enhancing Image Classification by Improving Model Explanations
ACML 2023
Looking Back on Learned Experiences For Class/task Incremental Learning
ICLR 2022
G2D: Generate to Detect Anomaly
WACV 2021
Self-Supervised Representation Learning via Neighborhood-Relational Encoding
ICCV 2019
Adversarially Learned One-Class Classifier for Novelty Detection
CVPR 2018