Waleed Abdulla

17 papers B 1Misc 2Journal 7Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
Transformers meet hyperspectral imaging: A comprehensive study of models, challenges and open problems.
Eng. Appl. Artif. Intell.
Guyang Zhang, Waleed Abdulla
2025 — conf
Beyond Binary Detection: Multi-Etiology Dysarthria Classification with Pre-Trained Speech Models.
APSIPA
Zihan Zhong, Qianli Wang, Satwinder Singh, Clarion Mendes, Mark Hasegawa-Johnson, Waleed Abdulla, Seyed Reza Shahamiri
2025 — conf
Class Incremental Learning Using Continual Backpropagation on Honey Botanic Origin Classification with Hyperspectral Imaging.
APSIPA
Guyang Zhang, Iman Ardekani, Waleed Abdulla
2025 J jnl
Class-Incremental Learning for Honey Botanical Origin Classification with Hyperspectral Images: A Study with Continual Backpropagation.
CoRR
Guyang Zhang, Waleed Abdulla
2025 Misc conf
Dysarthric Speech Conformer: Adaptation for Sequence-to-Sequence Dysarthric Speech Recognition.
ICASSP
Qianli Wang, Zihan Zhong, Satwinder Singh, Clarion Mendes, Mark Hasegawa-Johnson, Waleed Abdulla, Seyed Reza Shahamiri
2025 B conf
Enhancing the Forward Forward Algorithm with Label Based Similarity for Improved Neural Network Training.
PRICAI
Roshan Birjais, Kevin I-Kai Wang, Waleed Abdulla
2025 — conf
Honey Adulteration Detection via Robust Diffusion Classifier and Hyperspectral Imaging.
APSIPA
Weihao Tang, Guyang Zhang, Waleed Abdulla
2025 J jnl
Mono-Forward: Backpropagation-Free Algorithm for Efficient Neural Network Training Harnessing Local Errors.
CoRR
James Gong, Bruce Li, Waleed Abdulla
2025 — conf
Multimodal Speech Analysis for Early Detection of Mild Cognitive Impairment: A Scalable Approach.
APSIPA
Muhammad Bilal, Waleed Abdulla, Gary Cheung, Lynette Tippett, Seyed Reza Shahamiri
2025 J jnl
Navigating beyond backpropagation: on alternative training methods for deep neural networks.
Knowl. Inf. Syst.
Roshan Birjais, Kevin I-Kai Wang, Waleed Abdulla
2025 J jnl
Reshaping the Forward-Forward Algorithm with a Similarity-Based Objective.
CoRR
James Gong, Raymond Luo, Emma Wang, Leon Ge, Bruce Li, Felix Marattukalam, Waleed Abdulla
2025 Misc conf
Robust Cross-Etiology and Speaker-Independent Dysarthric Speech Recognition.
ICASSP
Satwinder Singh, Qianli Wang, Zihan Zhong, Clarion Mendes, Mark Hasegawa-Johnson, Waleed Abdulla, Seyed Reza Shahamiri
2025 J jnl
Robust Cross-Etiology and Speaker-Independent Dysarthric Speech Recognition.
CoRR
Satwinder Singh, Qianli Wang, Zihan Zhong, Clarion Mendes, Mark Hasegawa-Johnson, Waleed Abdulla, Seyed Reza Shahamiri
2025 J jnl
Transformers Meet Hyperspectral Imaging: A Comprehensive Study of Models, Challenges and Open Problems.
CoRR
Guyang Zhang, Waleed Abdulla
2024 — conf
Optimising Neural Networks with Fine-Grained Forward-Forward Algorithm: A Novel Backpropagation-Free Training Algorithm.
APSIPA
James Gong, Bruce Li, Waleed Abdulla
2023 — conf
ResNet-Based Camera Model Identification with Adaptive Preprocessing Module and Weight Fusion of Global Information.
APSIPA ASC
Boru Chen, Waleed Abdulla
2019 — conf
Environmental Noise Monitoring Using Distributed IoT Sensor Nodes.
ICEIC
Adiraek Siamwala, Zac Lochhead, Waleed Abdulla