Amandeep Kumar


	Amandeep Kumar
	Currently I am a Research Assistant at MBZUAI MBZUAI, Abu Dhabi kumar.amandeep015@gmail.com
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	My research is focused on Deep Learning and its applications in Computer Vision. My specific area of interest is deep learning-based visual understanding by the help of generative models and visual perception models from a small amount of data. I am currently working as an Research Assistant in MBZUAI, Abu Dhabi;

Top-venue Conference publications (as of July 2021): 1 CVPR, 1 ICCV, 1 ICDAR, 1 ICPR.

Recent Activities

July	2021	: 1 paper accepted in ICCV 2021.
May	2021	: 1 paper accepted in ICDAR 2021.
Feb	2021	: 1 paper accepted in CVPR 2021.


						MBZUAI, Abu Dhabi Under Dr. Fahad Shahbaz Khan Dec 2021 - Present


						University of Surrey, UK Under Prof. Yi-Zhe Song May 2020 - Nov 2021


						Indian Institute of Technology Roorkee, India Under Prof. Partha Pratim Roy April 2020 - Oct 2020


						International Institute of Information Technology Hyderabad, India Under Prof. Ravi Kiran Sarvadevabhatla November 2020 - Feburary 2021

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	Generative Multiplane Neural Radiance for 3D-Aware Image Generation Amandeep Kumar, Ankan Kumar Bhunia, Sanath Narayan, Rao Muhammad Anwer, Hisham Cholakkal, Salman Khan, Fahad Shahbaz khan. Submitted 2022 .
	Few-shot Image Generation via Cross-Modulated Dense Local Fusion Amandeep Kumar, Ankan Kumar Bhunia, Sanath Narayan, Hisham Cholakkal, Rao Muhammad Anwer, Jorma Tapio Laaksonen, Fahad Shahbaz khan. Submitted 2022 .
	Transformers in Remote Sensing: A Survey Abdulaziz Amer Aleissaee, Amandeep Kumar, Rao Muhammad Anwer, Salman Khan, Hisham Cholakkal, Gui-Song Xia, Fahad Shahbaz khan. ArViX[Under Review], 2021. [Paper]
	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. IEEE International Conference on Computer Vision (ICCV), 2021. [Paper]
	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. 16th International Conference on Document Analysis and Recognition(ICDAR), 2020. [Paper]
	MetaHTR: Towards Writer-Adaptive Handwritten Text Recognition Ayan Kumar Bhunia, Shuvozit Ghose,Amandeep Kumar, Pinaki Nath Chowdhury, Aneeshan Sain, Yi-Zhe Song. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021. [Paper]
	UDBNET: Unsupervised Document Binarization Network via Adversarial Game Amandeep Kumar, Shuvozit Ghose, Pinaki Nath Chowdhury, Partha Pratim Roy, Umapada Pal. 25th International Conference on Pattern Recognition (ICPR), 2020. [Paper]

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