Palmprint Biometrics: Online Learning with Differential Evolution and Contrastive Representation

Authors: Ng, Pai Chet, Plataniotis, Konstantinos N.

Source: 2024 IEEE 10th World Forum on Internet of Things (WF-IoT) Internet of Things (WF-IoT), 2024 IEEE 10th World Forum on. :1-6 Nov, 2024

Relation: 2024 IEEE 10th World Forum on Internet of Things (WF-IoT)

Federated Learning for Hierarchical Fall Detection and Human Activity Recognition

Authors: Afandy, Peter Febrianto, Ng, Pai Chet, Plataniotis, Konstantinos N.

Source: 2024 IEEE 10th World Forum on Internet of Things (WF-IoT) Internet of Things (WF-IoT), 2024 IEEE 10th World Forum on. :1-6 Nov, 2024

Relation: 2024 IEEE 10th World Forum on Internet of Things (WF-IoT)

Wonderland: Navigating 3D Scenes from a Single Image

Authors: Liang, Hanwen, Cao, Junli, Goel, Vidit, Qian, Guocheng, Korolev, Sergei, Terzopoulos, Demetri, Plataniotis, Konstantinos N., Tulyakov, Sergey, Ren, Jian

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2412.12091

ATOM: Attention Mixer for Efficient Dataset Distillation

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

Source: 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) CVPRW Computer Vision and Pattern Recognition Workshops (CVPRW), 2024 IEEE/CVF Conference on. :7692-7702 Jun, 2024

Relation: 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)

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

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

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2411.12841

FedStar Caching: Decision Center Assisted Federated Cooperative Edge Caching

Authors: Gharib, Sirvan, Kesargheh, Mohammad Mansour, Seyedmohammadi, S. Jamal, Hajiakhondi, Zohreh, Abouei, Jamshid, Plataniotis, Konstantinos N.

Source: 2024 IEEE 4th International Conference on Human-Machine Systems (ICHMS) Human-Machine Systems (ICHMS), 2024 IEEE 4th International Conference on. :1-6 May, 2024

Relation: 2024 IEEE 4th International Conference on Human-Machine Systems (ICHMS)

Digital AirComp-Assisted Federated Edge Learning with Adaptive Quantization

Authors: Kianfar, Ghazaleh, Dmohammadi, S. Jamal Seye, Abouei, Jamshid, Mohammadi, Arash, Plataniotis, Konstantinos N.

Source: 2024 IEEE 4th International Conference on Human-Machine Systems (ICHMS) Human-Machine Systems (ICHMS), 2024 IEEE 4th International Conference on. :1-6 May, 2024

Relation: 2024 IEEE 4th International Conference on Human-Machine Systems (ICHMS)

MoFLeuR: Motion-based Federated Learning Gesture Recognition

Authors: Jamal Seyedmohammadi, S., Sheikholeslami, S. Mohammad, Abouei, Jamshid, Mohammadi, Arash, Plataniotis, Konstantinos N.

Source: 2024 IEEE 4th International Conference on Human-Machine Systems (ICHMS) Human-Machine Systems (ICHMS), 2024 IEEE 4th International Conference on. :1-6 May, 2024

Relation: 2024 IEEE 4th International Conference on Human-Machine Systems (ICHMS)

FedDist-POIRec: Federated Distillation for Point-Of-Interest Recommendation in Human Mobility Prediction

Authors: Rezaei, Esmatollah, Seyedmohammadi, S. Jamal, Abouei, Jamshid, Plataniotis, Konstantinos N.

Source: 2024 IEEE 4th International Conference on Human-Machine Systems (ICHMS) Human-Machine Systems (ICHMS), 2024 IEEE 4th International Conference on. :1-6 May, 2024

Relation: 2024 IEEE 4th International Conference on Human-Machine Systems (ICHMS)

Emphasizing Discriminative Features for Dataset Distillation in Complex Scenarios

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

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2410.17193

Persota FL: A Robust-to-Noise Personalized Over the Air Federated Learning for Human Activity Recognition

Authors: Rasti-Meymandi, Arash, Ng, Pai Chet, Liu, Huan, Yu, Yuanhao, Plataniotis, Konstantinos N.

Source: 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW) Acoustics, Speech, and Signal Processing Workshops (ICASSPW), 2024 IEEE International Conference on. :620-624 Apr, 2024

Relation: 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW)

Towards Collaborative Multimodal Federated Learning for Human Activity Recognition in Smart Workplace Environments

Authors: Sheikholeslami, Seyed Mohammad, Ng, Pai Chet, Liu, Huan, Yu, Yuanhao, Plataniotis, Konstantinos N.

Source: 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW) Acoustics, Speech, and Signal Processing Workshops (ICASSPW), 2024 IEEE International Conference on. :635-639 Apr, 2024

Relation: 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW)

A Robust Quantile Huber Loss with Interpretable Parameter Adjustment in Distributional Reinforcement Learning

Authors: Malekzadeh, Parvin, Plataniotis, Konstantinos N., Poulos, Zissis, Wang, Zeyu

Source: ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) Acoustics, Speech and Signal Processing (ICASSP), ICASSP 2024 - 2024 IEEE International Conference on. :6120-6124 Apr, 2024

Relation: ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

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

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

Source: ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) Acoustics, Speech and Signal Processing (ICASSP), ICASSP 2024 - 2024 IEEE International Conference on. :5115-5119 Apr, 2024

Relation: ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

AQF: Assessing the Quality of Hyperspectral Reconstruction with a Learnable Metric

Authors: Ng, Pai Chet, Lu, Juwei, Plataniotis, Konstantinos N.

Source: ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) Acoustics, Speech and Signal Processing (ICASSP), ICASSP 2024 - 2024 IEEE International Conference on. :3390-3394 Apr, 2024

Relation: ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Self-Prompting Polyp Segmentation in Colonoscopy using Hybrid Yolo-SAM 2 Model

Authors: Mansoori, Mobina, Shahabodini, Sajjad, Abouei, Jamshid, Plataniotis, Konstantinos N., Mohammadi, Arash

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2409.09484

Leveraging Foundation Models for Efficient Federated Learning in Resource-restricted Edge Networks

Authors: Atapour, S. Kawa, SeyedMohammadi, S. Jamal, Sheikholeslami, S. Mohammad, Abouei, Jamshid, Plataniotis, Konstantinos N., Mohammadi, Arash

Subject Terms: Computer Science - Distributed, Parallel, and Cluster Computing, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2409.09273

GSTAM: Efficient Graph Distillation with Structural Attention-Matching

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

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2408.16871

EX-DRL: Hedging Against Heavy Losses with EXtreme Distributional Reinforcement Learning

Authors: Malekzadeh, Parvin, Poulos, Zissis, Chen, Jacky, Wang, Zeyu, Plataniotis, Konstantinos N.

Subject Terms: Quantitative Finance - Risk Management, Computer Science - Machine Learning, Quantitative Finance - Statistical Finance

Access URL: http://arxiv.org/abs/2408.12446

Polyp SAM 2: Advancing Zero shot Polyp Segmentation in Colorectal Cancer Detection

Authors: Mansoori, Mobina, Shahabodini, Sajjad, Abouei, Jamshid, Plataniotis, Konstantinos N., Mohammadi, Arash

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2408.05892