Tonmoy Hossain

According to our database, Tonmoy Hossain authored at least 12 papers between 2021 and 2026.

Collaborative distances:

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

2026

Learning Group Actions In Disentangled Latent Image Representations.

Farhana Hossain Swarnali, Miaomiao Zhang, Tonmoy Hossain

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2026

Learning to Transform: Unifying Latent Geometric Shape and Appearance Representations in Healthcare Imaging.

Tonmoy Hossain

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Invariant Shape Representation Learning for Image Classification.

Tonmoy Hossain, Jing Ma, Jundong Li, Miaomiao Zhang

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

CoRLD: Contrastive Representation Learning of Deformable Shapes in Images.

Tonmoy Hossain, Miaomiao Zhang

Proceedings of the Information Processing in Medical Imaging, 2025

2024

TPIE: Topology-Preserved Image Editing With Text Instructions.

Nivetha Jayakumar, Srivardhan Reddy Gadila, Tonmoy Hossain, Yangfeng Ji, Miaomiao Zhang

CoRR, 2024

2023

MGAug: Multimodal Geometric Augmentation in Latent Spaces of Image Deformations.

Tonmoy Hossain, Jian Wang, Miaomiao Zhang

CoRR, 2023

Activation From Sparse 2D Cardiac MRIs.

Nivetha Jayakumar, Jiarui Xing, Tonmoy Hossain, Frederick H. Epstein, Kenneth C. Bilchick, Miaomiao Zhang

Proceedings of the Machine Learning for Health, 2023

SADIR: Shape-Aware Diffusion Models for 3D Image Reconstruction.

Nivetha Jayakumar, Tonmoy Hossain, Miaomiao Zhang

Proceedings of the Shape in Medical Imaging - International Workshop, 2023

Multimodal Deep Learning to Differentiate Tumor Recurrence from Treatment Effect in Human Glioblastoma.

Tonmoy Hossain, Zoraiz Qureshi, Nivetha Jayakumar, Thomas Eluvathingal Muttikkal, Sohil Patel, David Schiff, Miaomiao Zhang, Bijoy Kundu

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

2021

A Comprehensive Survey of COVID-19 Detection Using Medical Images.

Faisal Muhammad Shah, Sajib Kumar Saha Joy, Farzad Ahmed, Tonmoy Hossain, Mayeesha Humaira, Amit Saha Ami, Shimul Paul, Md Abidur Rahman Khan Jim, Sifat Ahmed

SN Comput. Sci., 2021

Exploring Video Captioning Techniques: A Comprehensive Survey on Deep Learning Methods.

Saiful Islam, Aurpan Dash, Ashek Seum, Amir Hossain Raj, Tonmoy Hossain, Faisal Muhammad Shah

SN Comput. Sci., 2021

Automated COVID-19 Detection from Chest X-Ray Images: A High-Resolution Network (HRNet) Approach.

Sifat Ahmed, Tonmoy Hossain, Oishee Bintey Hoque, Sujan Sarker, Sejuti Rahman, Faisal Muhammad Shah

SN Comput. Sci., 2021