Publications
You can also find my articles on my Google Scholar profile.
Publications
Published in deep learning conferences and journals. Citation 300+. NLP, Biomedical AI, Low-resource AI.
Publications
Google Scholar metrics: 319 total citations (293 recent) ; h-index 8 / 8 ; i10-index 8 / 8 .
- A pipeline for lung tumor detection and segmentation from CT scans using dilated convolutional neural networks, Shahruk Hossain, Suhail Najeeb, Asif Shahriyar Sushmit, … (IEEE ICASSP, 2019)
- End-to-end sleep staging with raw single channel EEG using deep residual convnets, Ahmed Imtiaz Humayun, Asif Sushmit, Taufiq Hasan, Mohammed Imamul Hassan Bhuiyan (IEEE EMBS BHI, 2019)
- Bengali Common Voice speech dataset for automatic speech recognition, Samiul Alam, Asif Sushmit, Zaowad Abdullah, … (arXiv, 2022)
- A Large Multi-Target Dataset of Common Bengali Handwritten Graphemes, Samiul Alam, Tahsin Reasat, Asif Sushmit, … (arXiv, 2020)
- X-ray image compression using convolutional recurrent neural networks, Asif Sushmit, Shakib Uz Zaman, Ahmed Imtiaz Humayun, Taufiq Hasan, Mohammed Imamul Hassan Bhuiyan (IEEE EMBS BHI, 2019)
- Cardiac CT motion artifact grading via semi-automatic labeling and vessel tracking using synthetic image-augmented training data, Yongshun Xu, Asif Sushmit, Qing Lyu, …, Hengyong Yu (Journal of X-Ray Science and Technology, 2022)
- Badlad: A large multi-domain Bengali document layout analysis dataset, Md Istiak Hossain Shihab, Md Rakibul Hasan, …, Asif Sushmit (ICDAR, 2023)
- OOD-Speech: A Large Bengali Speech Recognition Dataset for Out-of-Distribution Benchmarking, Souhardya Saha Dip, Samiul Alam, Nazia Tasnim, …, Asif Sushmit (Interspeech, 2023)
- Multi-label classification of common Bengali handwritten graphemes: Dataset and challenge, Samiul Alam, Tahsin Reasat, Asif Sushmit, … (arXiv, 2020)
- Design of a gesture controlled robotic gripper arm using neural networks, Asif Sushmit, Fariha Musharrat Haque, Md Shahriar, …, MA Rashid Sarkar (IEEE ICPCSI, 2017)
- Design of a voice controlled robotic gripper arm using neural networks, Fariha Musharrat Haque, Asif Sushmit, MA Rashid Sarkar (IEEE ICECDS, 2017)
- Unicode normalization and grapheme parsing of Indic languages, Md Nazmuddoha Ansary, Quazi Adibur Rahman Adib, …, Asif Sushmit (LREC-COLING, 2023)
- Mapping violence: Developing an extensive framework to build a Bangla sectarian expression dataset from social media interactions, Nazia Tasnim, Sujan Sen Gupta, …, Asif Sushmit (arXiv, 2023)
- bbocr: An open-source multi-domain OCR pipeline for Bengali documents, Imam Mohammad Zulkarnain, Shayekh Bin Islam, …, Asif Sushmit (arXiv, 2022)
- Abugida normalizer and parser for Unicode texts, Md Nazmuddoha Ansary, Quazi Adibur Rahman Adib, …, Asif Sushmit (arXiv, 2025)
- A data generation pipeline for cardiac vessel segmentation and motion artifact grading, Asif Sushmit, Yongshun Xu, Olivia Mariani, …, Hengyong Yu (SPIE Developments in X-Ray Tomography, 2024)
- RegSpeech12: A regional corpus of Bengali spontaneous speech across dialects, Md Rezuwan Hassan, Azmol Hossain, …, Asif Sushmit (arXiv, 2024)
- Towards Santali linguistic inclusion: Building the first Santali-to-English translation model using mT5 Transformer and data augmentation, Syed Mohammed Mostaque Billah, Ateya Ahmed Subarna, …, Asif Sushmit (arXiv, 2024)
- TEAM-Atreides at SemEval-2022 Task 11: On leveraging data augmentation and ensemble to recognize complex Named Entities in Bangla, Nazia Tasnim, Md Istiak Shihab, Asif Sushmit, Steven Bethard, Farig Sadeque (SemEval, 2022)
- Segcodenet: Color-coded segmentation masks for activity detection from wearable cameras, Asif Sushmit, Partho Ghosh, Md Abrar Istiak, Nayeeb Rashid, Ahsan Habib Akash, Taufiq Hasan (arXiv, 2020)
- Data efficient contrastive learning in histopathology using active sampling, Tahsin Reasat, Asif Sushmit, David S. Smith (Machine Learning, 2024)
- IPA transcription of Bengali texts, Kanij Fatema, Fazle Dawood Haider, …, Asif Sushmit (arXiv, 2024)
- Bornil: An open-source sign language data crowdsourcing platform for AI enabled dialect-agnostic communication, Shahriar Elahi Dhruvo, Mohammad Akhlaqur Rahman, …, Asif Sushmit (arXiv, 2023)
- Privacy-aware activity classification from first person office videos, Partho Ghosh, Md Abrar Istiak, Nayeeb Rashid, Ahsan Habib Akash, …, Asif Sushmit, Taufiq Hasan (IEEE HPEC, 2020)
- BanglaDocAtlas: A Multi-Class Annotated Dataset for Complex Bangla Document Layout Analysis, Md Safayat Hossain, Jannatul Ferdous, …, Asif Sushmit (arXiv, 2025)