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subramanya1997/README.md

About

I am a graduate student at UMass Amherst, majoring in Computer Science. Currently I am advised by Prof. Hao Zhang at Human Centered Robotics Lab, where I work on intersection of computer vision and natural language for Robotics. Prior to this I was advised by Shane Moon, Andrea Madotto of Meta Reality labs and Jay-Yoon Lee of IESL in areas of multi-modal video understanding with special focus on ego centric videos.

My current interests lie at the intersection of vision and language, and my research focuses on using information from multiple sources such as text, images, and video to improve commonsense reasoning capabilities of machines.

In the past, I worked as Head of Product Development for RenderPub, India, and I have interned at Vertica. During my undergrad at National Institute of Engineering, Mysore, I co-founded Yourkraft a platform to manage and book musicians and Vayam (Non-Profit) a student run trust that aims to empowering people, with equality as the cornerstone and education as the tool in achieving it.

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  1. Import-3D-models-ingame Import-3D-models-ingame Public

    3D file importer to UE4 project at runtime using Assimp and Procedural Mesh

    C++ 24 6

  2. ego4d ego4d Public

    experimenting with egocentric

    Python 2

  3. Low-Light-Single-Image-Depth-Estimation-via-Transfer-Learning Low-Light-Single-Image-Depth-Estimation-via-Transfer-Learning Public

    Transfer learning in estimating depth from low light or monochrome grayscale images using a standard encoder-decoder architecture.

    Python 3

  4. Novel-T5 Novel-T5 Public

    We propose to use a mode that favors sentiment understanding and empathetic response generation using the sentiment of each dialogue context. It is based on the Text-to-Text Transformer (T5) and we…

    Jupyter Notebook 3 1

  5. Autofill Autofill Public

    Autofill, simply install the extension and create a profile with all of your relevant information. When you come across a job application, click the extension icon and click "Autofill". The extensi…

    JavaScript 17 1

  6. download_echo360 download_echo360 Public

    download_echo360 is a command-line Python tool that allows you to download lecture videos from any university's Echo360 system.

    Python 13 6