ECGDeepNET: A Deep Learning approach for classifying ECG beats. - Tanvir Mahmud; Abdul Rakib Hossain; Shaikh Anowarul Fattah (RiTA, 2019)

Sleep Apnea Event Detection from Sub-frame Based Feature Variation in EEG Signal Using Deep Convolutional Neural Network. - Tanvir Mahmud; Ishtiaque Ahmed Khan; Talha Ibn Mahmud; Shaikh Anowarul Fattah; Wei-Ping Zhu 001; M. Omair Ahmad (EMBC, 2020)

Human Activity Recognition From Multi-modal Wearable Sensor Data Using Deep Multi-stage LSTM Architecture Based on Temporal Feature Aggregation. - Tanvir Mahmud; Shaimur Salehin Akash; Shaikh Anowarul Fattah; Wei-Ping Zhu 001; M. Omair Ahmad (MWSCAS, 2020)

ResCovNet: A Deep Learning-Based Architecture For COVID-19 Detection From Chest CT Scan Images. - Ankan Ghosh Dastider; Mohseu Rashid Subah; Farhan Sadik; Tanvir Mahmud; Shaikh Anowarul Fattah (TENCON, 2020)

Transfer Learning Based Method for COVID-19 Detection From Chest X-ray Images. - Nayeeb Rashid; Md Adnan Faisal Hossain; Mohammad Ali; Mumtahina Islam Sukanya; Tanvir Mahmud; Shaikh Anowarul Fattah (TENCON, 2020)

A Multi-Model Based Ensembling Approach to Detect COVID-19 from Chest X-Ray Images. - Oishy Saha; Jarin Tasnim; Md. Tanvir Raihan; Tanvir Mahmud; Istak Ahmmed; Shaikh Anowarul Fattah (TENCON, 2020)

DeepArrNet: An Efficient Deep CNN Architecture for Automatic Arrhythmia Detection and Classification From Denoised ECG Beats. - Tanvir Mahmud; Shaikh Anowarul Fattah; Mohammad Saquib (IEEE Access, 2020)

CovXNet: A multi-dilation convolutional neural network for automatic COVID-19 and other pneumonia detection from chest X-ray images with transferable multi-receptive feature optimization. - Tanvir Mahmud; Md Awsafur Rahman; Shaikh Anowarul Fattah (Comput. Biol. Medicine, 2020)

Automatic Diagnosis of Malaria from Thin Blood Smear Images using Deep Convolutional Neural Network with Multi-Resolution Feature Fusion. - Tanvir Mahmud; Shaikh Anowarul Fattah (CoRR, 2020)

Sleep Apnea Detection From Variational Mode Decomposed EEG Signal Using a Hybrid CNN-BiLSTM. - Tanvir Mahmud; Ishtiaque Ahmed Khan; Talha Ibn Mahmud; Shaikh Anowarul Fattah; Wei-Ping Zhu 001; M. Omair Ahmad (IEEE Access, 2021)

PolypSegNet: A modified encoder-decoder architecture for automated polyp segmentation from colonoscopy images. - Tanvir Mahmud; Bishmoy Paul; Shaikh Anowarul Fattah (Comput. Biol. Medicine, 2021)

A Novel Multi-Stage Training Approach for Human Activity Recognition from Multimodal Wearable Sensor Data Using Deep Neural Network. - Tanvir Mahmud; A. Q. M. Sazzad Sayyed; Shaikh Anowarul Fattah; Sun-Yuan Kung (CoRR, 2021)

CovSegNet: A Multi Encoder-Decoder Architecture for Improved Lesion Segmentation of COVID-19 Chest CT Scans. - Tanvir Mahmud; Md Awsafur Rahman; Shaikh Anowarul Fattah; Sun-Yuan Kung (IEEE Trans. Artif. Intell., 2021)

CovTANet: A Hybrid Tri-Level Attention-Based Network for Lesion Segmentation, Diagnosis, and Severity Prediction of COVID-19 Chest CT Scans. - Tanvir Mahmud; Md. Jahin Alam; Sakib Chowdhury; Shams Nafisa Ali; Md Maisoon Rahman; Shaikh Anowarul Fattah; Mohammad Saquib (IEEE Trans. Ind. Informatics, 2021)

A dual-stage deep convolutional neural network for automatic diagnosis of COVID-19 and pneumonia from chest CT images. - Farhan Sadik; Ankan Ghosh Dastider; Mohseu Rashid Subah; Tanvir Mahmud; Shaikh Anowarul Fattah (Comput. Biol. Medicine, 2022)

CLIP4VideoCap: Rethinking Clip for Video Captioning with Multiscale Temporal Fusion and Commonsense Knowledge. - Tanvir Mahmud; Feng Liang; Yaling Qing; Diana Marculescu (ICASSP, 2023)

AVE-CLIP: AudioCLIP-based Multi-window Temporal Transformer for Audio Visual Event Localization. - Tanvir Mahmud; Diana Marculescu (WACV, 2023)

Instance-Aware Repeat Factor Sampling for Long-Tailed Object Detection. - Burhaneddin Yaman; Tanvir Mahmud; Chun-Hao Liu (CoRR, 2023)

MA-AVT: Modality Alignment for Parameter-Efficient Audio-Visual Transformers. - Tanvir Mahmud; Shentong Mo; Yapeng Tian; Diana Marculescu (CVPR Workshops, 2024)

T-VSL: Text-Guided Visual Sound Source Localization in Mixtures. - Tanvir Mahmud; Yapeng Tian; Diana Marculescu (CVPR, 2024)

PaPr: Training-Free One-Step Patch Pruning with Lightweight ConvNets for Faster Inference. - Tanvir Mahmud; Burhaneddin Yaman; Chun-Hao Liu; Diana Marculescu (ECCV (23), 2024)

OpenSep: Leveraging Large Language Models with Textual Inversion for Open World Audio Separation. - Tanvir Mahmud; Diana Marculescu (EMNLP, 2024)

Weakly-supervised Audio Separation via Bi-modal Semantic Similarity. - Tanvir Mahmud; Saeed Amizadeh; Kazuhito Koishida; Diana Marculescu (ICLR, 2024)

SSVOD: Semi-Supervised Video Object Detection with Sparse Annotations. - Tanvir Mahmud; Chun-Hao Liu; Burhaneddin Yaman; Diana Marculescu (WACV, 2024)

CIFF-Net: Contextual image feature fusion for Melanoma diagnosis. - Md Awsafur Rahman; Bishmoy Paul; Tanvir Mahmud; Shaikh Anowarul Fattah (Biomed. Signal Process. Control., 2024)

MD-CardioNet: A Multi-Dimensional Deep Neural Network for Cardiovascular Disease Diagnosis From Electrocardiogram. - Md Toki Tahmid; Muhammad Ehsanul Kader; Tanvir Mahmud; Shaikh Anowarul Fattah (IEEE J. Biomed. Health Informatics, 2024)

Ada-VE: Training-Free Consistent Video Editing Using Adaptive Motion Prior. - Tanvir Mahmud; Mustafa Munir; Radu Marculescu; Diana Marculescu (WACV, 2025)