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🎯
Currently working on VLM UDA
🎯
Currently working on VLM UDA
15 followers · 14 following

Achievements

Achievement: Pull Sharkx2

Achievements

Achievement: Pull Sharkx2

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@cepdnaclk

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sathiiii/README.md

Hi, I'm Sathira Silva

Research Engineer, Computer Vision @ MBZUAI · Abu Dhabi, UAE

Website · Google Scholar · LinkedIn · X

About

I’m a Research Engineer at MBZUAI (Computer Vision).
My work focuses on vision-language learning and temporal / spatiotemporal understanding, with recent projects spanning VLM adaptation and 3D scene understanding.

I enjoy building research codebases that are readable, reproducible, and easy to extend.

Research interests

  • Vision-Language Models (VLMs), large-scale multimodal learning
  • Temporal understanding, spatiotemporal representation learning
  • Self-supervised learning
  • 3D perception for autonomous systems

Selected work

Projects and CV

Contact

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  1. cepdnaclk/e17-4yp-S2TPVFormer cepdnaclk/e17-4yp-S2TPVFormer Public

    [AAAI Workshop 2025] Official repository of the paper titled "S2TPVFormer: Improving 3D Semantic Occupancy Prediction using Spatiotemporal Transformers"

    3 1

  2. DPA DPA Public

    Forked from Externalhappy/DPA

    [WACV 2025] Official repository of paper titled "DPA: Dual Prototypes Alignment for Unsupervised Adaptation of Vision-Language Models".

    Python

  3. Externalhappy/FAIR Externalhappy/FAIR Public

    [WACV 2026] Official repository of paper titled "Towards Fine-Grained Adaptation of CLIP via a Self-Trained Alignment Score".

    Python

  4. microCLIP microCLIP Public

    Official repository of paper titled "microCLIP: Unsupervised CLIP Adaptation via Coarse-Fine Token Fusion for Fine-Grained Image Classification"

    Jupyter Notebook 9 1

  5. pera-transcript pera-transcript Public

    A tool to generate the unofficial transcript automatically for undergraduate students at University of Peradeniya.

    Python 2

  6. codeBase codeBase Public

    Forked from gihanjayatilaka/codeBase

    This repository is to store useful algorithms which are used frequently and to study them

    C++ 1 2