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Nima Rafiee
Researcher, Marketing Service, Zalando SE
Joined
September 2020
Names
Nima Rafiee
(Preferred)
,
nima rafiee
Emails
****@hhu.de
(Confirmed)
,
****@zalando.de
(Confirmed)
,
****@gmail.com
(Confirmed)
Personal Links
Google Scholar
DBLP
ORCID
LinkedIn
Semantic Scholar
Career & Education History
Researcher
Marketing Service,
Zalando SE
(zalando.de)
2022
–
Present
PhD student
Computer Science,
Heinrich Heine University
(hhu.de)
2017
–
2023
Advisors, Relations & Conflicts
PhD Advisor
Markus Kollmann
2017
–
2022
Expertise
deep learning
,
out of distribution detection
,
unsupervised learning
,
generative models
,
self supervised learning
2017
–
2022
Publications
Agentic Personalized Fashion Recommendation in the Age of Generative AI: Challenges, Opportunities, and Evaluation
Yashar Deldjoo
,
Nima Rafiee
,
Mahdyar Ravanbakhsh
CoRR 2025
Readers:
Everyone
A Data-Driven Solution for Improving Transferability of Traffic Flow Feature Selection
Pegah Golchin
,
Nima Rafiee
,
Ralf Kundel
IFIP Networking 2024
Readers:
Everyone
SSCL-IDS: Enhancing Generalization of Intrusion Detection with Self-Supervised Contrastive Learning
Pegah Golchin
,
Nima Rafiee
,
Mehrdad Hajizadeh
,
Ahmad Khalil
,
Ralf Kundel
,
Ralf Steinmetz
IFIP Networking 2024
Readers:
Everyone
Abnormality Detection for Medical Images Using Self-Supervision and Negative Samples
Nima Rafiee
,
Rahil Gholamipoorfard
,
Markus Kollmann
ICBRA 2023
Readers:
Everyone
Self-Supervised Representation learning for Anomaly Detection
Nima Rafiee
undefined 2023
Readers:
Everyone
Pneumonia Detection With Semantic Similarity Scores
Rahil Gholamipoor
,
Nima Rafiee
,
Markus Kollmann
ISBI 2022
Readers:
Everyone
Self-Supervised Anomaly Detection by Self-Distillation and Negative Sampling
Nima Rafiee
,
Rahil Gholamipoorfard
,
Nikolas Adaloglou
,
Simon Jaxy
,
Julius Ramakers
,
Markus Kollmann
CoRR 2022
Readers:
Everyone
Self-supervised Anomaly Detection by Self-distillation and Negative Sampling
Nima Rafiee
,
Rahil Gholamipoor
,
Nikolas Adaloglou
,
Simon Jaxy
,
Julius Ramakers
,
Markus Kollmann
ICANN (4) 2022
Readers:
Everyone
Co-Authors
Ahmad Khalil
Julius Ramakers
Mahdyar Ravanbakhsh
Markus Kollmann
Mehrdad Hajizadeh
Nikolas Adaloglou
Pegah Golchin
Rahil Gholamipoor
Rahil Gholamipoorfard
Ralf Kundel
Ralf Steinmetz
Simon Jaxy
Yashar Deldjoo