Pooyan Safari

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 29

Top Topics

Visual Inspection

Speaker Recognition

Visual Analytics

Restricted Boltzmann Machine

Top Venues

Publications

Carlos Natalino, Behnam Shariati, Pooyan Safari, Johannes Karl Fischer, Paolo Monti
Analysis and Mitigation of Unwanted Biases in ML-based QoT Classification Tasks. OFC (2024)
Mihail Balanici, Pooyan Safari, Behnam Shariati, Aydin Jafari, Johannes Karl Fischer, Ronald Freund
Live Demonstration of Autonomous Link-Capacity Adjustment in Optical Metro-Aggregation Networks. OFC (2024)
Mihail Balanici, Behnam Shariati, Pooyan Safari, Geronimo Bergk, Johannes Karl Fischer
Autonomous Capacity Adjustment with Dynamic Margin Allocation for Optical Enterprise Links. OFC (2024)
Haydar Qarawlus, Steffen Biehs, Behnam Shariati, José Juan Pedreño Manresa, Ayoub Bouchedoub, Hendrik Haße, Pooyan Safari, Achim Autenrieth, Johannes K. Fischer
Demonstration of Data-Sovereign Telemetry Broker for Open and Disaggregated Optical Networks. OFC (2023)
Behnam Shariati, Haydar Qarawlus, Steffen Biehs, Jose-Juan Pedreno-Manresa, Pooyan Safari, Mihail Balanici, Ayoub Bouchedoub, Hendrik Haße, Achim Autenrieth, Johannes K. Fischer, Ronald Freund
Telemetry Framework with Data Sovereignty Features. OFC (2023)
Pooyan Safari, Behnam Shariati, Wanda Baltzer, Johannes Karl Fischer
QoT Violation in Low-Margin Optical Networks. OFC (2023)
Mihail Balanici, Behnam Shariati, Pooyan Safari, Paul Chojecki, Moritz Chemnitz, David Przewozny, Johannes Karl Fischer, Ronald Freund
F5G OpenLab: Enabling Twin Transition through Ubiquitous Fiber Connectivity. ICTON (2023)
Guillermo von Hünefeld, Gregor Ronniger, Enes Seker, Rijil Thomas, Pooyan Safari, Isaac Sackey, Md Mahasin Khan, Stephan Suckow, Max Lemme, David Stahl, Colja Schubert, Johannes Karl Fischer, Ronald Freund
Experimental Demonstration of Optical Modulation Format Identification Using SOI-based Photonic Reservoir. OFC (2023)
Geronimo Bergk, Behnam Shariati, Pooyan Safari, Johannes K. Fischer
ML-assisted QoT estimation: a dataset collection and data visualization for dataset quality evaluation. JOCN 14 (3) (2022)
Pooyan Safari, Behnam Shariati, David Przewozny, Paul Chojecki, Johannes Karl Fischer, Ronald Freund, Axel Vick, Moritz Chemnitz
Edge Cloud based Visual Inspection for Automatic Quality Assurance in Production. CSNDSP (2022)
Behnam Shariati, Geronimo Bergk, Pooyan Safari, Mihail Balanici, Johannes K. Fischer, Ronald Freund
Traffic Monitoring and Analytics Framework for Optical Access Networks. CSNDSP (2022)
Behnam Shariati, Wanda Baltzer, Geronimo Bergk, Pooyan Safari, Johannes Karl Fischer
Interactive Visual Analytics Dashboard for the Paradigm of ML-assisted Autonomous Optical Networking. OFC (2022)
Pooyan Safari, Behnam Shariati, Geronimo Bergk, Johannes Karl Fischer
Deep Convolutional Neural Network for Network-wide QoT Estimation. OFC (2021)
Miquel India, Pooyan Safari, Javier Hernando
Double Multi-Head Attention for Speaker Verification. ICASSP (2021)
Behnam Shariati, Pooyan Safari, Geronimo Bergk, Felix Immanuel Oertel, Johannes Karl Fischer
Inter-Operator Machine Learning Model Trading over Acumos AI Federated Marketplace. OFC (2021)
Nazila Hashemi, Pooyan Safari, Behnam Shariati, Johannes Karl Fischer
Vertical Federated Learning for Privacy-Preserving ML Model Development in Partially Disaggregated Networks. ECOC (2021)
Pooyan Safari, Behnam Shariati, Geronimo Bergk, Johannes Karl Fischer
Secure Multi-Party Computation and Statistics Sharing for ML Model Training in Multi-domain Multi-vendor Networks. ECOC (2021)
Pooyan Safari, Miquel India, Javier Hernando
Self-attention encoding and pooling for speaker recognition. CoRR (2020)
Pooyan Safari, Behnam Shariati, Johannes Karl Fischer
Privacy-Preserving Distributed Learning Framework for 6G Telecom Ecosystems. CoRR (2020)
Behnam Shariati, Pooyan Safari, A. Mitrovska, Nazila Hashemi, Johannes Karl Fischer, Ronald Freund
Demonstration of Federated Learning over Edge-Computing Enabled Metro Optical Networks. ECOC (2020)
Pooyan Safari, Miquel India, Javier Hernando
Self-Attention Encoding and Pooling for Speaker Recognition. INTERSPEECH (2020)
Miquel India, Pooyan Safari, Javier Hernando
Double Multi-Head Attention for Speaker Verification. CoRR (2020)
Miquel India, Pooyan Safari, Javier Hernando
Self Multi-Head Attention for Speaker Recognition. INTERSPEECH (2019)
Yuming Zhai, Pooyan Safari, Gabriel Illouz, Alexandre Allauzen, Anne Vilnat
Towards Recognizing Phrase Translation Processes: Experiments on English-French. POLIBITS 60 (2019)
Yuming Zhai, Pooyan Safari, Gabriel Illouz, Alexandre Allauzen, Anne Vilnat
Towards Recognizing Phrase Translation Processes: Experiments on English-French. CoRR (2019)
Miquel India, Pooyan Safari, Javier Hernando
Self Multi-Head Attention for Speaker Recognition. CoRR (2019)
Umair Khan, Pooyan Safari, Javier Hernando
Restricted Boltzmann Machine Vectors for Speaker Clustering. IberSPEECH (2018)
Franck Burlot, Pooyan Safari, Matthieu Labeau, Alexandre Allauzen, François Yvon
LIMSI$@$WMT'17. WMT (2017)
Pooyan Safari, Omid Ghahabi, Javier Hernando
From Features to Speaker Vectors by means of Restricted Boltzmann Machine Adaptation. Odyssey (2016)
Pooyan Safari, Omid Ghahabi, Javier Hernando
Feature classification by means of deep belief networks for speaker recognition. EUSIPCO (2015)