Amir Hossein Payberah

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 17

Top Topics

Semantic Segmentation

Top Venues

Publications

Amirhossein Layegh, Amir Hossein Payberah, Ahmet Soylu, Dumitru Roman, Mihhail Matskin
Wiki-based Prompts for Enhancing Relation Extraction using Language Models. SAC (2024)
Francisco J. Peña, Clara Hübinger, Amir Hossein Payberah, Fernando Jaramillo
DeepAqua: Semantic segmentation of wetland water surfaces with SAR imagery using deep neural networks without manually annotated data. Int. J. Appl. Earth Obs. Geoinformation 126 (2024)
Amirhossein Layegh, Amir Hossein Payberah, Ahmet Soylu, Dumitru Roman, Mihhail Matskin
ContrastNER: Contrastive-based Prompt Tuning for Few-shot NER. COMPSAC (2023)
Sina Sheikholeslami, Amir Hossein Payberah, Tianze Wang, Jim Dowling, Vladimir Vlassov
The Impact of Importance-Aware Dataset Partitioning on Data-Parallel Training of Deep Neural Networks. DAIS (2023)
Fabian Schmidt, Karin Hammerfald, Henrik Haaland Jahren, Ole André Solbakken, Amir Hossein Payberah, Vladimir Vlassov
Using Machine Learning to Recommend Personalized Modular Treatments for Common Mental Health Disorders. ICDH (2023)
Tianze Wang, Amir Hossein Payberah, Vladimir Vlassov
Graph Representation Learning with Graph Transformers in Neural Combinatorial Optimization. ICMLA (2023)
Amirhossein Layegh, Amir Hossein Payberah, Ahmet Soylu, Dumitru Roman, Mihhail Matskin
ContrastNER: Contrastive-based Prompt Tuning for Few-shot NER. CoRR (2023)
Shirin Tahmasebi, Amir Hossein Payberah, Ahmet Soylu, Dumitru Roman, Mihhail Matskin
TRANSQLATION: TRANsformer-based SQL RecommendATION. BigData (2023)
Francisco J. Peña, Clara Hübinger, Amir Hossein Payberah, Fernando Jaramillo
DeepAqua: Self-Supervised Semantic Segmentation of Wetlands from SAR Images using Knowledge Distillation. CoRR (2023)
Nathan Bosch, Serveh Shalmashi, Forough Yaghoubi, Henrik Holm, Fitsum Gaim, Amir Hossein Payberah
Fine-Tuning BERT-based Language Models for Duplicate Trouble Report Retrieval. Big Data (2022)
Tianze Wang, Amir Hossein Payberah, Desta Haileselassie Hagos, Vladimir Vlassov
Accelerate Model Parallel Deep Learning Training Using Effective Graph Traversal Order in Device Placement. DAIS (2022)
Desta Haileselassie Hagos, Theofilos Kakantousis, Sina Sheikholeslami, Tianze Wang, Vladimir Vlassov, Amir Hossein Payberah, Moritz Meister, Robin Andersson, Jim Dowling
Scalable Artificial Intelligence for Earth Observation Data Using Hopsworks. Remote. Sens. 14 (8) (2022)
Sara Karimi, Sahar Asadi, Francesco Lorenzo, Amir Hossein Payberah
CandyRL: A Hybrid Reinforcement Learning Model for Gameplay. ICMLA (2022)
Shirin Tahmasebi, Amir Hossein Payberah, Ahmet Soylu, Dumitru Roman, Mihhail Matskin
TranSQL: A Transformer-based Model for Classifying SQL Queries. ICMLA (2022)
Jón R. Baldvinsson, Milad Ganjalizadeh, Abdulrahman Alabbasi, Mårten Björkman, Amir Hossein Payberah
IL-GAN: Rare Sample Generation via Incremental Learning in GANs. GLOBECOM (2022)
Tianze Wang, Amir Hossein Payberah, Vladimir Vlassov
Node Context Selection in Transformer-Based Graph Representation Learning Models. Big Data (2022)
Mihhail Matskin, Shirin Tahmasebi, Amirhossein Layegh, Amir Hossein Payberah, Aleena Thomas, Nikolay Nikolov, Dumitru Roman
A Survey of Big Data Pipeline Orchestration Tools from the Perspective of the DataCloud Project. DAMDID/RCDL (Supplementary Proceedings) (2021)