I am a third-year Master's by Research student at IIIT Hyderabad, India associated with Machine Learning Lab (MLL). I am working under the guidance of Charu Sharma. My research interests lie in the areas of 3D Computer Vision and Representation Learning. Particularly, I am interested in building systems that comprehend human motion and interactions in 3D environments. I am also being advised by Kai Han on developing such systems.

I completed my Bachelor's in Computer Science from KLE Technological University, and while I was there, I carried out my research work under the guidance of Uma Mudenagudi.

In my free time, I enjoy going for a hike, watching e-sports (Valorant), or eating!


Research

  • Synergizing Contrastive Learning and Optimal Transport for 3D Point Cloud Domain Adaptation Siddharth Katageri*, Arkadipta De*, Chaitanya Devaguptapu*, VSSV Prasad, Charu Sharma, Manohar Kaul
    arXiv Project Page Video Code
    WACV 2024 (Oral)

  • Metric Learning for 3D Point Clouds Using Optimal Transport Siddharth Katageri, Srinjay Sarkar, Charu Sharma
    PDF
    WACVW 2024 (Pretrain)

  • ABD-Net: Attention Based Decomposition Network for 3D Point Cloud Decomposition Siddharth Katageri, Shashidhar Kudari, Akshay Gunari, Ramesh Tabib, Uma Mudengudi
    PDF arXiv Video
    ICCVW 2021 (StruCo3D)

  • PointDCCNet: 3D Object Categorization Network using Point Cloud Decomposition Siddharth Katageri, Sameer Kulmi, Ramesh Tabib, Uma Mudengudi
    PDF
    CVPRW 2021 (WiCV)