Amandeep Kumar

I am a first year PHD student in the department of Electrical and Computer Engineering at the Johns Hopkins University. I am a member of the VIU Lab advised by Dr. Vishal Patel.

Previously, I was a researcher in computer vision, affiliated with the IVAL-Lab at Mohamed bin Zayed University of Artificial Intelligence (MBZUAI). I was advised by Prof. Fahad Shahbaz Khan, Dr. Hisham Cholakkal and Dr. Rao Muhammad Anwer . During my undergrad, I worked as a Research Intern in the SketchX Lab at University Of Surrey, UK. I completed my Bachelors from WBUT majoring in Information technology

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Research Interest

I mostly work on 2D, 3D generative models and visual perception models from a small amount of data.

News

  • [September 2024] - 1 US patent Granted Link
  • [August 2024] - Joined the Johns Hopkins University as a PHD Student with ECE Fellowship.
  • [July 2024] - 1 Paper accepted at ECCV 2024
  • [July 2023] - 1 Paper accepted at ICCV 2023
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    Publications

    * denotes joint first authors
    FLIP-diag Multi-modal Generation via Cross-Modal In-Context Learning
    Amandeep Kumar, Muzammal Naseer, Sanath Narayan, Hisham Cholakkal, Rao Muhammad Anwer, Salman Khan, Fahad Shahbaz Khan
    Under review
    code / Paper

    FLIP-diag Efficient 3D-Aware Facial Image Editing via Attribute-Specific Prompt Learning
    Amandeep Kumar*, Muhammad Awais*, Sanath Narayan, Hisham Cholakkal, Salman Khan, Rao Muhammad Anwer
    ECCV, 2024
    code / Paper

    FLIP-diag Generative Multiplane Neural Radiance for 3D-Aware Image Generation
    Amandeep Kumar, Ankan Kumar Bhunia, Sanath Narayan, Hisham Cholakkal, Rao Muhammad Anwer, Salman Khan, Ming-Hsuan Yang, Fahad Shahbaz Khan
    ICCV, 2023
    code / Paper

    FedSIS-diag Cross-modulated Few-shot Image Generation for Colorectal Tissue Classification
    Amandeep Kumar, Ankan Kumar Bhunia, Sanath Narayan, Hisham Cholakkal, Rao Muhammad Anwer, Jorma Laaksonen, Fahad Shahbaz Khan
    MICCAI, 2023
    code / Paper

    Face attribute attack Sketch2Saliency: Learning to Detect Salient Objects from Human Drawing
    Ayan Kumar Bhunia, Subhadeep Koley, Amandeep Kumar, Aneeshan Sain, Pinaki Nath Chowdhury, Tao Xiang, Yi-Zhe Song
    CVPR, 2023
    project page / Paper

    Face attribute attack Transformers in Remote Sensing: A Survey
    Abdulaziz Amer Aleissaee*, Amandeep Kumar*, Rao Muhammad Anwer, Salman Khan, Hisham Cholakkal, Gui-Song Xia, Fahad Shahbaz Khan
    MDPI Journal, 2023
    code / Paper

    Face attribute attack Joint Visual Semantic Reasoning: Multi-Stage Decoder for Text Recognition
    Ayan Kumar Bhunia, Aneeshan Sain, Amandeep Kumar, Shuvozit Ghose, Pinaki Nath Chowdhury, Yi-Zhe Song
    ICCV, 2021
    Paper

    Face attribute attack MetaHTR: Towards Writer-Adaptive Handwritten Text Recognition
    Ayan Kumar Bhunia, Shuvozit Ghose, Amandeep Kumar, Pinaki Nath Chowdhury, Aneeshan Sain, Yi-Zhe Song
    CVPR, 2021
    Paper

    Face attribute attack PALMIRA: PAlm Leaf Manuscript Region Annotator A deep deformable network for Instance Segmentation of Dense and Uneven layouts in Handwritten Manuscript
    S.P.Sharan, Aitha Sowmya, Amandeep Kumar, Abhishek Trivedi, Aaron Augustine, Ravi Kiran Sarvadevabhatla
    ICDAR, 2021
    project page / code / Paper

    Face attribute attack UDBNET: Unsupervised Document Binarization Network via Adversarial Game
    Amandeep Kumar, Shuvozit Ghose, Pinaki Nath Chowdhury, Partha Pratim Roy Umapada Pal
    ICPR, 2020
    code / Paper


    Source code from Jon Barron's website.