Seyedarmin Azizi

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 9

Top Topics

Independence Assumption

Error Estimation

Constrained Optimization

Top Venues

Comput. Biol. Medicine

IEEE Trans. Very Large Scale Integr. Syst.

Publications

Seyedarmin Azizi, Souvik Kundu, Massoud Pedram
LaMDA: Large Model Fine-Tuning via Spectrally Decomposed Low-Dimensional Adaptation. CoRR (2024)
Mohammad Erfan Sadeghi, Arash Fayyazi, Seyedarmin Azizi, Massoud Pedram
PEANO-ViT: Power-Efficient Approximations of Non-Linearities in Vision Transformers. CoRR (2024)
Seyedarmin Azizi, Mahdi Nazemi, Arash Fayyazi, Massoud Pedram
Automated Optimization of Deep Neural Networks: Dynamic Bit-Width and Layer-Width Selection via Cluster-Based Parzen Estimation. DATE (2024)
Seyedarmin Azizi, Mahdi Nazemi, Massoud Pedram
Memory-Efficient Vision Transformers: An Activation-Aware Mixed-Rank Compression Strategy. CoRR (2024)
Seyedarmin Azizi, Mahdi Nazemi, Mehdi Kamal, Massoud Pedram
Low-Precision Mixed-Computation Models for Inference on Edge. IEEE Trans. Very Large Scale Integr. Syst. 32 (8) (2024)
Jung Hwan Heo, Seyedarmin Azizi, Arash Fayyazi, Mahdi Nazemi, Massoud Pedram
SNT: Sharpness-Minimizing Network Transformation for Fast Compression-friendly Pretraining. CoRR (2023)
Seyedarmin Azizi, Mahdi Nazemi, Mehdi Kamal, Massoud Pedram
Low-Precision Mixed-Computation Models for Inference on Edge. CoRR (2023)
Seyedarmin Azizi, Mahdi Nazemi, Arash Fayyazi, Massoud Pedram
Sensitivity-Aware Mixed-Precision Quantization and Width Optimization of Deep Neural Networks Through Cluster-Based Tree-Structured Parzen Estimation. CoRR (2023)
Seyedarmin Azizi, Reza Soleimani, Mohsen Ahmadi, Ali Malekan, Laith Abualigah, Fatemeh Dashti Ahangar
Performance enhancement of an uncertain nonlinear medical robot with optimal nonlinear robust controller. Comput. Biol. Medicine 146 (2022)