Toshiya Shimizu
4 papers · 2024–2026 · 4 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(3)
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Interdisciplinary Bridge
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Taxonomy Completionist
(11)
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Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
AAAI (1)
EACL (1)
ECCV (1)
WACV (1)
Top co-authors
Keywords
object detection
(2)
benchmark evaluation
(1)
adversarial robustness
(1)
anomaly detection
(1)
uncertainty quantification
(1)
knowledge distillation
(1)
explainable ai
(1)
adversarial training
(1)
saliency map
(1)
adversarial attack
(1)
agent security
(1)
performance degradation
(1)
adversarial patch
(1)
large language model
(1)
adversarial tuning
(1)
model compression
(1)
multilingual agentic system
(1)
Papers
MAPS: A Multilingual Benchmark for Agent Performance and Security
EACL 2026
KDAT: Inherent Adversarial Robustness via Knowledge Distillation with Adversarial Tuning for Object Detection Models
AAAI 2025
DiL: An Explainable and Practical Metric for Abnormal Uncertainty in Object Detection
WACV 2025
MONTAGE: Monitoring Training for Attribution of Generative Diffusion Models
ECCV 2024