Dr. Nabeel Mohammed
Assistant Professor
Publications
Total Publications
119
Q1 Publications
0
Last 2 Years (Excl. Current)
36
This Year
1
Comparative Evaluation of Vision–Language Models for Detecting and Localizing Dental Lesions from Intraoral Images
2026A triple pronged approach for ulcerative colitis severity classification using multimodal, meta, and transformer based learning
2025AutoDSPy: Automating Modular Prompt Design with Reinforcement Learning for Small and Large Language Models
2025BanNERD: A Benchmark Dataset and Context-Driven Approach for Bangla Named Entity Recognition
2025Beyond labels: Aligning large language models with human-like reasoning
2025Beyond Real Weights: Hypercomplex Representations for Stable Quantization
2025Bidirectional Reasoning Supervision for Multilingual Financial Decision Making
2025CAPSTONE: Composable Attribute‐Prompted Scene Translation for Zero‐Shot Vision–Language Reasoning
2025Colt: Cyclic overlapping lottery tickets for faster pruning of convolutional neural networks
2025Dynamic Temperature Scheduler for Knowledge Distillation
2025Generative Data Augmentation for Improving Semantic Classification
2025HadaSmileNet: Hadamard fusion of handcrafted and deep-learning features for enhancing facial emotion recognition of genuine smiles
2025Label Semantics for Robust Hyperspectral Image Classification
2025LAET: A Layer-wise Adaptive Ensemble Tuning Framework for Pretrained Language Models
2025Legalrag: A hybrid rag system for multilingual legal information retrieval
2025LumiNet: Perception-Driven Knowledge Distillation via Statistical Logit Calibration
2025NSU_MILab at BLP-2025 Task 1: Decoding Bangla Hate Speech: Fine-Grained Type and Target Detection via Transformer Ensembles
2025OptimCLM: Optimizing clinical language models for predicting patient outcomes via knowledge distillation, pruning and quantization
2025SAD: self-assessment of depression for Bangladeshi university students using machine learning and NLP
2025S Rohan, ME Akhter, IM Moosa, N Mohammed, AA Ali, A Rahman
2025Teacher-Guided One-Shot Pruning via Context-Aware Knowledge Distillation
2025Temporal Window Smoothing of Exogenous Variables for Improved Time Series Prediction
2025Unsupervised tooth segmentation from three dimensional scans of the dental arch using domain adaptation of synthetic data
2025Z-Prunear: Post-Training Pruning of Large Language Models for Efficiency without Retraining
20253D point cloud network pruning: When some weights do not matter
2024A multifaceted evaluation of representation of graphemes for practically effective Bangla OCR
2024ANALYZE-AD: A comparative analysis of novel AI approaches for early Alzheimer’s detection
2024An application of 3D vision transformers and explainable AI in prosthetic dentistry
2024BanglaDialecto: An End-to-End AI-Powered Regional Speech Standardization
2024CosSIF: Cosine similarity-based image filtering to overcome low inter-class variation in synthetic medical image datasets
2024DeepMarkerNet: leveraging supervision from the Duchenne Marker for spontaneous smile recognition
2024Dental Loop Chatbot: A prototype large language model framework for dentistry
2024Design and Development of an IoT Based Smart Vaccine Carrier and Real-Time Monitoring System
2024Empowering meta-analysis: Leveraging large language models for scientific synthesis
2024Precision-driven low-resource speech synthesis for Bangla text-to-speech system
2024Predicting life satisfaction using machine learning and explainable AI
2024Videolights: Feature refinement and cross-task alignment transformer for joint video highlight detection and moment retrieval
2024Bangla-wave: Improving bangla automatic speech recognition utilizing n-gram language models
2023BanLemma: A Word Formation Dependent Rule and Dictionary Based Bangla Lemmatizer
2023BenCoref: A Multi-domain dataset of nominal phrases and pronominal reference annotations
2023Blp-2023 task 1: Violence inciting text detection (vitd)
2023Chatgpt-guided semantics for zero-shot learning
2023Detection of COVID-19 and Pneumonia Using Deep Convolutional Neural Network.
2023Distilling the Knowledge of Clinical Outcome Predictions in Large Language Models for Resource Constrained Healthcare Systems
2023Experimental validation of computer-vision methods for the successful detection of endodontic treatment obturation and progression from noisy radiographs
2023Mitigating carbon footprint for knowledge distillation based deep learning model compression
2023One-stage methods of computer vision object detection to classify carious lesions from smartphone imaging
2023Pseudo labelling workflow, margin losses, hard triplet mining, and PENViT backbone for explainable age and biological gender estimation using dental panoramic radiographs
2023Sentigold: A large bangla gold standard multi-domain sentiment analysis dataset and its evaluation
2023Shadow: A Novel Loss Function for Efficient Training in Siamese Networks
2023Vio-lens: A novel dataset of annotated social network posts leading to different forms of communal violence and its evaluation
2023Visual diagnostics of dental caries through deep learning of non-standardised photographs using a hybrid YOLO ensemble and transfer learning model
2023Analysis of Bangla keyboard layouts based on keystroke dynamics
2022Dynamic Rectification Knowledge Distillation
2022Knowledge distillation approach towards melanoma detection
2022Less is more: Facial landmarks can recognize a spontaneous smile
2022Lila-boti: Leveraging isolated letter accumulations by ordering teacher insights for bangla handwriting recognition
2022LMFLOSS: A hybrid loss for imbalanced medical image classification
2022MHASAN: multi-head angular self attention network for Spoof detection
2022Rethinking task-incremental learning baselines
2022VISTA: Vision transformer enhanced by U-Net and image colorfulness frame filtration for automatic retail checkout
2022Aims talk: Intelligent call center support in bangla language with speaker authentication
2021AI reception: an intelligent Bengali receptionist system integrating with face, speech, and interaction recognition
2021Bi-fpnfas: Bi-directional feature pyramid network for pixel-wise face anti-spoofing by leveraging fourier spectra
2021Curricular sincnet: Towards robust deep speaker recognition by emphasizing hard samples in latent space
2021Development of a monitoring system and power management for an IoT based vaccine carrier
2021Generalization of bangla sign language recognition using angular loss functions
2021Human-robot interaction in bengali language for healthcare automation integrated with speaker recognition and artificial conversational entity
2021Towards generalized violence detection; a pose estimation approach
2021ViPTT-Net: Video pretraining of spatio-temporal model for tuberculosis type classification from chest CT scans
2021A-DeepPixBis: Attentional angular margin for face anti-spoofing
2020An IoT based real-time data-centric monitoring system for vaccine cold chain
2020Banner: a cost-sensitive contextualized model for bangla named entity recognition
2020CNN based model for malaria diagnosis with knowledge distillation
2020Deep learning based automatic malaria parasite detection from blood smear and its smartphone based application
2020End-to-End Optical Character Recognition Using Sythetic Dataset Generator for Noisy Conditions
2020Fingerprint Alteration Classification Using Convolutional Neural Network
2020Mixcaps: capsules with iteration free routing
2020Predicting the result of a cricket match by applying data mining techniques
2020Prediction of absenteeism at work using data mining techniques
2020Robust deep speaker recognition: Learning latent representation with joint angular margin loss
2020Uniformizing techniques to process CT scans with 3D CNNs for tuberculosis prediction
2020A modern approach for sign language interpretation using convolutional neural network
2019An analytical approach for enhancing the automatic detection and recognition of skewed bangla license plates
2019BanglaLekhaImageCaptions
2019Chittron: An automatic bangla image captioning system
2019Estimating Severity from CT Scans of Tuberculosis Patients using 3D Convolutional Nets and Slice Selection.
2019Bangla short speech commands recognition using convolutional neural networks
2018Classification of bangla compound characters using a hog-cnn hybrid model
2018End to End Optical Character Recognition Using a Synthetic OCR Dataset
2018Patterns of flocking in autonomous agents
2018Unconventional wisdom: A new transfer learning approach applied to bengali numeral classification
2018BanglaLekha-Isolated
2017Banglalekha-isolated: A comprehensive bangla handwritten character dataset
2017Banglalekha-isolated: A multi-purpose comprehensive dataset of handwritten bangla isolated characters
2017Image augmentation by blocky artifact in deep convolutional neural network for handwritten digit recognition
2017Optimal range estimation for energy efficient dynamic packet size
2017Performance analysis of corner detection algorithms based on edge detectors
2017A framework for event anomaly detection in cognitive radio based smart community
2016A hybrid deep model with HOG features for Bangla handwritten numeral classification
2016An effective multi-chord corner detection technique
2016A new LSTM model by introducing biological cell state
2016A packet level simulation study of adhoc network with network simulator-2 (NS-2)
2016Bangla handwritten digit recognition using autoencoder and deep convolutional neural network
2016Learning from tagore
2016Learning “initial feature weights” for CBIR using query augmentation
2016Sentiment analysis on bangla and romanized bangla text (BRBT) using deep recurrent models
2016Sentiment analysis on bangla and romanized bangla text using deep recurrent models
2016Sequence classification: A regression based generalization of two-stage clustering
2016An Evaluation of Data Processing Solutions Considering Preprocessing and" Special" Features
2015Big data use case domains for telecom operators
2015Chord to triangular arm angle (CTAA), a more accurate version of the CTAR corner detector
2015Improved texture retrieval by combining different variants of local binary patterns
2014Independent component filter based adaptive texture features applied to content-based image retrieval
2014Efficient and accurate independent component filter-based features for texure similarity
2013ICFSIFT: Improving collection-specific CBIR with ICF-based local features
2013Improved texture features for CBIR using response scaling and locally normalised convolution
2013An improved method for choosing effective Independent Component Filters for CBIR
2011Effectiveness of ICF features for collection-specific CBIR
2011Research Interest
No research interest information available.
No resume/CV available.
Dr. Nabeel Mohammed is an Associate Professor at North South University with a PhD from Monash University, Australia. His expertise lies in Computer Vision and Natural Language Processing, where he combines rigorous academic research with real-world application. With over a decade of experience, he has developed AI-driven solutions across domains including large language models, manufacturing automation, and biometric systems.
As a founding member of the Machine Intelligence Lab (MILab) and manager of the Apurba-NSU R&D Lab, Dr. Mohammed has led successful collaborations with industry partners such as Apurba Technologies, RobotBulls, HeadBlocks, Altersense, icddr,b, and Selise, advancing applied AI across diverse sectors.
His research has been published in top-tier venues including KDD, EMNLP, NAACL, BMVC, ICPR, IEEE BigData, and IEEE Transactions amongst others.
As a founding member of the Machine Intelligence Lab (MILab) and manager of the Apurba-NSU R&D Lab, Dr. Mohammed has led successful collaborations with industry partners such as Apurba Technologies, RobotBulls, HeadBlocks, Altersense, icddr,b, and Selise, advancing applied AI across diverse sectors.
His research has been published in top-tier venues including KDD, EMNLP, NAACL, BMVC, ICPR, IEEE BigData, and IEEE Transactions amongst others.
No routine information available.
PhD in Computer Science
Monash University, Australia
BSc(Hons) in Computer Science
Monash University, Australia
Monash University, Australia
BSc(Hons) in Computer Science
Monash University, Australia
No course information available.