Amandeep Kumar

  Currently I am a Research Assistant at MBZUAI
MBZUAI, Abu Dhabi
  DBLP profile

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

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.

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.

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.

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.

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.

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