Nadiya Shvai

39 papers A* 2A 3B 10C 1Journal 16Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
MoIRA: Modular instruction routing architecture for multi-task robotics.
Neurocomputing
Dmytro Kuzmenko, Nadiya Shvai
2026 A* conf
When Robots Say No: The Empathic Ethical Disobedience Benchmark.
HRI
Dmytro Kuzmenko, Nadiya Shvai
2025 A conf
A 0-Shot Self-Attention Mechanism for Accelerated Diagonal Attention.
WACV
Viti Mario, Nadiya Shvai, Arcadi Llanza, Amir Nakib
2025 — conf
Enhancing Generalization in Video Anomaly Detection through Multimodal Data Mixing.
IPDPS (Workshops)
Bohdan Ivaniuk-Skulskyi, Nadiya Shvai, Amir Nakib, El-Ghazali Talbi
2025 B conf
Evolutionary Fractal Decomposition based Search for Dynamic Optimization.
SMC
Arcadi Llanza, Nadiya Shvai, Amir Nakib
2025 J jnl
FDS: Fractal decomposition based direct search approach for continuous dynamic optimization.
Inf. Sci.
Arcadi Llanza, Nadiya Shvai, Amir Nakib
2025 A conf
Knowledge Transfer in Model-Based Reinforcement Learning Agents for Efficient Multi-Task Learning.
AAMAS
Dmytro Kuzmenko, Nadiya Shvai
2025 J jnl
Knowledge Transfer in Model-Based Reinforcement Learning Agents for Efficient Multi-Task Learning.
CoRR
Dmytro Kuzmenko, Nadiya Shvai
2025 J jnl
License Plate Images Generation with Diffusion Models.
CoRR
Mariia Shpir, Nadiya Shvai, Amir Nakib
2025 J jnl
MisSynth: Improving MISSCI Logical Fallacies Classification with Synthetic Data.
CoRR
Mykhailo Poliakov, Nadiya Shvai
2025 J jnl
MoIRA: Modular Instruction Routing Architecture for Multi-Task Robotics.
CoRR
Dmytro Kuzmenko, Nadiya Shvai
2025 J jnl
TD-MPC-Opt: Distilling Model-Based Multi-Task Reinforcement Learning Agents.
CoRR
Dmytro Kuzmenko, Nadiya Shvai
2025 J jnl
When Robots Say No: The Empathic Ethical Disobedience Benchmark.
CoRR
Dmytro Kuzmenko, Nadiya Shvai
2024 J jnl
Balancing Performance and Efficiency in Zero-shot Robotic Navigation.
CoRR
Dmytro Kuzmenko, Nadiya Shvai
2024 B conf
Black-Box Optimization Based Adaptive Image Anonymization.
CEC
Arcadi Llanza, Nadiya Shvai, Amir Nakib
2024 — conf
Evolutionary Algorithm Based Adaptive Image Anonymization.
GECCO Companion
Arcadi Llanza, Nadiya Shvai, Amir Nakib
2024 A conf
License Plate Images Generation with Diffusion Models.
ECAI
Mariia Shpir, Nadiya Shvai, Amir Nakib
2024 J jnl
Multi-Meta-RAG: Improving RAG for Multi-Hop Queries using Database Filtering with LLM-Extracted Metadata.
CoRR
Mykhailo Poliakov, Nadiya Shvai
2024 J jnl
Vision transformers inference acceleration based on adaptive layer normalization.
Neurocomputing
Fekhr Eddine Keddous, Arcadi Llanza, Nadiya Shvai, Amir Nakib
2023 A* conf
Adaptive Image Anonymization in the Context of Image Classification with Neural Networks.
ICCV
Nadiya Shvai, Arcadi Llanza Carmona, Amir Nakib
2023 B conf
Convolutional Neural Network Compression Based on Improved Fractal Decomposition Algorithm for Large Scale Optimization.
SMC
Arcadi Llanza, Fekhr Eddine Keddous, Nadiya Shvai, Amir Nakib
2023 J jnl
Convolutional neural network architecture search based on fractal decomposition optimization algorithm.
Expert Syst. Appl.
Léo Souquet, Nadiya Shvai, Arcadi Llanza, Amir Nakib
2023 B conf
Deep Learning Models Compression Based on Evolutionary Algorithms and Digital Fractional Differentiation.
CEC
Arcadi Llanza, Fekhr Eddine Keddous, Nadiya Shvai, Amir Nakib
2023 B conf
Inference Acceleration of Deep Learning Classifiers Based on RNN.
ICIP
Fekhr Eddine Keddous, Nadiya Shvai, Arcadi Llanza, Amir Nakib
2022 — conf
DEvS: data distillation algorithm based on evolution strategy.
GECCO Companion
Nadiya Shvai, Arcadi Llanza, Abul Hasnat, Amir Nakib
2022 J jnl
Dynamic camera alignment optimization problem based on Fractal Decomposition based Algorithm.
CoRR
Arcadi Llanza, Nadiya Shvai, Amir Nakib
2022 — conf
Investigating Fractal Decomposition Based Algorithm on Low-Dimensional Continuous Optimization Problems.
MIC
Arcadi Llanza, Nadiya Shvai, Amir Nakib
2022 J jnl
Study of the Fractal decomposition based metaheuristic on low-dimensional Black-Box optimization problems.
CoRR
Arcadi Llanza, Nadiya Shvai, Amir Nakib
2021 B conf
CNN Classifier's Robustness Enhancement when Preserving Privacy.
ICIP
Abul Hasnat, Nadiya Shvai, Amir Nakib
2020 J jnl
Accurate Classification for Automatic Vehicle-Type Recognition Based on Ensemble Classifiers.
IEEE Trans. Intell. Transp. Syst.
Nadiya Shvai, Abul Hasnat, Antoine Meicler, Amir Nakib
2020 — conf
HyperFDA: a bi-level optimization approach to neural architecture search and hyperparameters' optimization via fractal decomposition-based algorithm.
GECCO Companion
Léo Souquet, Nadiya Shvai, Arcadi Llanza, Amir Nakib
2020 B conf
Hyperparameters optimization for neural network training using Fractal Decomposition-based Algorithm.
CEC
Léo Souquet, Nadiya Shvai, Arcadi Llanza, Amir Nakib
2020 — conf
Real Time Automatic Urban Traffic Management Framework Based on Convolutional Neural Network Under Limited Resources Constraint.
ICIAR (1)
Antoine Meicler, Assan Sanogo, Nadiya Shvai, Arcadi Llanza, Abul Hasnat, Marouan Khata, Ed-Doughmi Younes, Alami Khalil, Yazid Lachachi, Amir Nakib
2019 B conf
Application Guided Image Quality Estimation Based on Classification.
ICIP
Abul Hasnat, Nadiya Shvai, Assan Sanogo, Marouan Khata, Arcadi Llanza, Antoine Meicler, Amir Nakib
2019 C conf
Novel Context-aware Classification for Highly Accurate Automatic Toll Collection.
IV
Marouan Khata, Nadiya Shvai, Abul Hasnat, Arcadi Llanza, Assan Sanogo, Antoine Meicler, Amir Nakib
2018 B conf
New Vehicle Classification Method Based on Hybrid Classifiers.
ICIP
Abul Hasnat, Nadiya Shvai, Antoine Meicler, Paul Maarek, Amir Nakib
2018 B conf
Optimal Ensemble Classifiers Based Classification for Automatic Vehicle Type Recognition.
CEC
Nadiya Shvai, Antoine Meicler, Abul Hasnat, Edouard Machover, Paul Maarek, Stephane Loquet, Amir Nakib
2017 — conf
Application of regularized ranking and collaborative filtering in predictive alarm algorithm for nocturnal hypoglycemia prevention.
IDAACS
Galyna Kriukova, Nadiya Shvai, Sergei V. Pereverzyev
2017 J jnl
Deterministic metaheuristic based on fractal decomposition for large-scale optimization.
Appl. Soft Comput.
Amir Nakib, S. Ouchraa, Nadiya Shvai, Leo Souquet, El-Ghazali Talbi