Nurbek Tastan
6 papers · 2023–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Cross-Pollinator (11) π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(16)
π£
Hot Topic Early Bird
Conferences
CVPR (2)
ICCV (1)
ICML (1)
IJCAI (1)
WACV (1)
Top co-authors
Research topics
Keywords
federated learning
(4)
unsupervised learning
(2)
fully homomorphic encryption
(2)
video anomaly detection
(2)
privacy-preserving learning
(2)
hierarchical clustering
(1)
anomaly localization
(1)
cross-silo learning
(1)
distributed training
(1)
collaborative learning
(1)
foundation model
(1)
weakly supervised learning
(1)
homomorphic encryption
(1)
shapley value
(1)
cooperative game theory
(1)
one-class classification
(1)
model extraction
(1)
contribution assessment
(1)
weighted aggregation
(1)
adapter training
(1)
Papers
A Framework for Double-Blind Federated Adaptation of Foundation Models
ICCV 2025
Aequa: Fair Model Rewards in Collaborative Learning via Slimmable Networks
ICML 2025
Collaborative Learning of Anomalies with Privacy (CLAP) for Unsupervised Video Anomaly Detection: A New Baseline
CVPR 2024
Redefining Contributions: Shapley-Driven Federated Learning
IJCAI 2024
A Coarse-To-Fine Pseudo-Labeling (C2FPL) Framework for Unsupervised Video Anomaly Detection
WACV 2024
CaPriDe Learning: Confidential and Private Decentralized Learning Based on Encryption-Friendly Distillation Loss
CVPR 2023