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Rahman, Shafin

  1. Exemplar Guided Deep Neural Network for Spatial Transcriptomics Analysis of Gene Expression Prediction
    2022/10/30 by Yang Yan, Md. Zakir Hossain, Yang, Yan +5 · 12 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Single-cell and spatial transcriptomics
  2. Continual Test-time Domain Adaptation via Dynamic Sample Selection
    2023/10/05 by Yanshuo Wang, Wang, Yanshuo, Jie Hong +11 · 9 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  3. Semantic-aware Knowledge Distillation for Few-Shot Class-Incremental\n Learning
    2021/03/06 by Ali Cheraghian, Shafin Rahman, Cheraghian, Ali +9 · 5 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  4. Synthesizing the Unseen for Zero-shot Object Detection
    2020/10/19 by Hayat, Nasir, Hayat, Munawar, Rahman, Shafin +3 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  5. Backpropagation-free Network for 3D Test-time Adaptation
    2024/03/27 by Yanshuo Wang, Ali Cheraghian, Wang, Yanshuo +17 · 6 citations
    Computer Science · Engineering · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Industrial Vision Systems and Defect Detection
  6. Task-generalizable Adversarial Attack based on Perceptual Metric
    2018/11/22 by Muzammal Naseer, Salman Khan, Naseer, Muzammal +5 · 2 citations
    Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  7. Mitigating the Hubness Problem for Zero-Shot Learning of 3D Objects
    2019/07/15 by Ali Cheraghian, Cheraghian, Ali, Shafin Rahman +5 · 2 citations
    Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #COVID-19 diagnosis using AI
  8. Transductive Zero-Shot Learning for 3D Point Cloud Classification
    2019/12/16 by Cheraghian, Ali, Rahman, Shafin, Campbell, Dylan +1 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  9. Deep Multiple Instance Learning for Zero-shot Image Tagging
    2018/03/16 by Rahman, Shafin, Khan, Salman · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  10. Beyond Labels: Aligning Large Language Models with Human-like Reasoning
    2024/08/20 by Muhammad Rafsan Kabir, Rafeed Mohammad Sultan, Kabir, Muhammad Rafsan +12 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  11. Spatial Transcriptomics Analysis of Zero-shot Gene Expression Prediction
    2024/01/26 by Yan Yang, Yang, Yan, Md Zakir Hossain +7 · 2 citations
    Biochemistry, Genetics and Molecular Biology · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gene expression and cancer classification #Molecular Biology Techniques and Applications #Single-cell and spatial transcriptomics
  12. VideoLights: Feature Refinement and Cross-Task Alignment Transformer for Joint Video Highlight Detection and Moment Retrieval
    2024/12/02 by Md Rizwan Parvez, Paul, Dhiman, Parvez, Md Rizwan +4 · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Analysis and Summarization #Video Surveillance and Tracking Methods
  13. COLT: Cyclic Overlapping Lottery Tickets for Faster Pruning of Convolutional Neural Networks
    2022/12/24 by Ismail Hossain, Hossain, Md. Ismail, Mohammed Rakib +7 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition #Video Analysis and Summarization
  14. Test-Time Adaptation of 3D Point Clouds via Denoising Diffusion Models
    2024/11/21 by Dastmalchi, Hamidreza, An, Aijun, Cheraghian, Ali +2 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  15. DPST: De Novo Peptide Sequencing with Amino-Acid-Aware Transformers
    2022/03/23 by Yan Yang, Zakir Hossain, Yang, Yan +9 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Chemistry · #Advanced Proteomics Techniques and Applications #Biomolecules (q-bio.BM) #FOS: Biological sciences #FOS: Computer and information sciences #Identification and Quantification in Food #Machine Learning (cs.LG) #Mass Spectrometry Techniques and Applications #Quantitative Methods (q-bio.QM)
  16. Classifying Eye-Tracking Data Using Saliency Maps
    2020/10/24 by Rahman, Shafin, Rahman, Sejuti, Shahid, Omar +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  17. RealSmileNet: A Deep End-To-End Network for Spontaneous and Posed Smile Recognition
    2020/10/07 by Yan Yang, Yang, Yan, Md Zakir Hossain +5 · 1 citation
    Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Facial Nerve Paralysis Treatment and Research #Nasal Surgery and Airway Studies
  18. 3D Point Cloud Network Pruning: When Some Weights Do not Matter
    2024/08/26 by Amrijit Biswas, Biswas, Amrijit, Ismail Hossain +11 · 2 citations
    Engineering · Environmental Science · #3D Shape Modeling and Analysis #Remote Sensing and LiDAR Applications
  19. ChatGPT-guided Semantics for Zero-shot Learning
    2023/10/18 by Fahimul Hoque Shubho, Townim Faisal Chowdhury, Shubho, Fahimul Hoque +9 · 1 citation
    Computer Science · Health Professions · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Interpreting and Communication in Healthcare
  20. LegalRAG: A Hybrid RAG System for Multilingual Legal Information Retrieval
    2025/04/19 by Muhammad Rafsan Kabir, Rafeed Mohammad Sultan, Kabir, Muhammad Rafsan +11 · 2 citations
    Computer Science · Social Sciences · #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Natural Language Processing Techniques
  21. Less is More: Facial Landmarks can Recognize a Spontaneous Smile
    2022/10/09 by Faroque, Md. Tahrim, Yang, Yan, Hossain, Md Zakir +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  22. UPLME: Uncertainty-Aware Probabilistic Language Modelling for Robust Empathy Regression
    2025/08/05 by Hasan, Md Rakibul, Hossain, Md Zakir, Krishna, Aneesh +2 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)