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Amandeep Kumar I am a PhD student in the Department of Electrical and Computer Engineering at Johns Hopkins University, where I am a member of the VIU Lab advised by Dr. Vishal Patel. I am a recipient of the Amazon AI PhD Fellowship. 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 the University of Surrey, UK. I completed my Bachelor's degree in Information Technology from WBUT.
Want to talk research? I am always happy to chat about research ideas and potential collaborations, or to help if you are getting started in research and looking for guidance. Feel free to drop me an email Email / CV / Google Scholar / Github / LinkedIn |
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Publications* denotes joint first authors |
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Learning on the Manifold: Unlocking Standard Diffusion Transformers with Representation Encoders
Amandeep Kumar, Vishal M Patel ECCV 2026 Paper / Code |
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Scale-Wise VAR is Secretly Discrete Diffusion
Amandeep Kumar, Nithin Gopalakrishnan Nair, Vishal M Patel WACV 2027 Paper / Code |
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All Languages Matter: Evaluating LMMs on Culturally Diverse 100 Languages
Vayani et al. CVPR 2025 Paper / Code |
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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 Arxiv PrePrint Paper |
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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 Paper / Code |
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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 Paper / Code |
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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 Paper / Code |
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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 |
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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 Paper / Code |
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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 |
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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 |
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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 / Paper / Code |
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UDBNET: Unsupervised Document Binarization Network via Adversarial Game
Amandeep Kumar, Shuvozit Ghose, Pinaki Nath Chowdhury, Partha Pratim Roy Umapada Pal ICPR, 2020 Paper / Code |