Ahmad Sajedi

According to our database, Ahmad Sajedi authored at least 12 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2024

Emphasizing Discriminative Features for Dataset Distillation in Complex Scenarios.

Kai Wang, Zekai Li, Zhi-Qi Cheng, Samir Khaki, Ahmad Sajedi, Ramakrishna Vedantam, Konstantinos N. Plataniotis, Alex Hauptmann, Yang You

CoRR, 2024

GSTAM: Efficient Graph Distillation with Structural Attention-Matching.

Arash Rasti-Meymandi, Ahmad Sajedi, Zhaopan Xu, Konstantinos N. Plataniotis

CoRR, 2024

Prioritize Alignment in Dataset Distillation.

Zekai Li, Ziyao Guo, Wangbo Zhao, Tianle Zhang, Zhi-Qi Cheng, Samir Khaki, Kaipeng Zhang, Ahmad Sajedi, Konstantinos N. Plataniotis, Kai Wang, Yang You

CoRR, 2024

ProbMCL: Simple Probabilistic Contrastive Learning for Multi-Label Visual Classification.

Ahmad Sajedi, Samir Khaki, Yuri A. Lawryshyn, Konstantinos N. Plataniotis

Proceedings of the IEEE International Conference on Acoustics, 2024

Data-to-Model Distillation: Data-Efficient Learning Framework.

Ahmad Sajedi, Samir Khaki, Lucy Z. Liu, Ehsan Amjadian, Yuri A. Lawryshyn, Konstantinos N. Plataniotis

Proceedings of the Computer Vision - ECCV 2024, 2024

ATOM: Attention Mixer for Efficient Dataset Distillation.

Samir Khaki, Ahmad Sajedi, Kai Wang, Lucy Z. Liu, Yuri A. Lawryshyn, Konstantinos N. Plataniotis

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

End-to-End Supervised Multilabel Contrastive Learning.

Ahmad Sajedi, Samir Khaki, Konstantinos N. Plataniotis, Mahdi S. Hosseini

CoRR, 2023

DataDAM: Efficient Dataset Distillation with Attention Matching.

Ahmad Sajedi, Samir Khaki, Ehsan Amjadian, Lucy Z. Liu, Yuri A. Lawryshyn, Konstantinos N. Plataniotis

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

A New Probabilistic Distance Metric with Application in Gaussian Mixture Reduction.

Ahmad Sajedi, Yuri A. Lawryshyn, Konstantinos N. Plataniotis

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Subclass Knowledge Distillation with Known Subclass Labels.

Ahmad Sajedi, Yuri A. Lawryshyn, Konstantinos N. Plataniotis

Proceedings of the 14th IEEE Image, Video, and Multidimensional Signal Processing Workshop, 2022

2021

On the Efficiency of Subclass Knowledge Distillation in Classification Tasks.

Ahmad Sajedi, Konstantinos N. Plataniotis

CoRR, 2021

High Performance Convolution Using Sparsity and Patterns for Inference in Deep Convolutional Neural Networks.

Hossam Amer, Ahmed H. Salamah, Ahmad Sajedi, En-Hui Yang

CoRR, 2021