Madhav Aggarwal

I am a second-year MS student at Cornell University majoring in Computer Science. I’m fortunate to be part of a 13-student program fully-funded by Cornell. My research lies at the intersection of Computer Vision and Graphics.

More specifically, I work on applications of Generative Vision Models in diverse data domains and training models that can learn from limited supervision in multimodal settings. I am being advised by Prof. Bharath Hariharan and Prof. Abe Davis. I graduated with a B.Tech from the National Institute of Technology Tiruchirappalli (NIT Trichy) in 2022, where I first started diving deeper into the computation and science behind images and broadly all things Vision.

I’m currently working on Interactive Sampling for Diffusion Models using Bayesian Optimization, Gaussian Splatting and Image Registration for In-the-wild Timelapse videos and Satellite Change Detection and Discovery.

news

Jan 22, 2024	Graduate TA for the course CS 6682: Computation for Content Creation (Advanced Graphics) taught by Prof. Abe Davis!
Oct 27, 2023	Patent titled “Large Language Model based intelligent malicious Packet Detection” has been filed!
Aug 16, 2023	Graduate TA for the course CS 4620: Introduction to Computer Graphics taught by Prof. Abe Davis!
May 22, 2023	Started as a Senior Threat Intel Intern @ A10 Networks. Working on LLMs in Cybersecurity.
Jan 12, 2023	Graduate TA for the course CS 4670: Introduction to Computer Vision taught by Prof. Bharath Hariharan!

selected publications

2023

ICAIAA

Semi-automatic Vehicle Detection System for Road Traffic Management

Manipriya Sankaranarayanan, Madhav Aggarwal, and C. Mala

3rd International Conference on Artificial Intelligence: Advances and Applications, Apr 2023

Bib PDF Slides

@article{semivehicle,
  author = {Sankaranarayanan, Manipriya and Aggarwal, Madhav and Mala, C.},
  title = {Semi-automatic Vehicle Detection System for Road Traffic Management},
  journal = {3rd International Conference on Artificial Intelligence: Advances and Applications},
  year = {2023},
  publisher = {Springer Nature Singapore},
  address = {Singapore},
  pages = {303--314},
  month = apr,
  isbn = {978-981-19-7041-2},
}

2022

ACCV

Transformer Based Motion In-Betweening

Pavithra Sridhar, Aananth V, Madhav Aggarwal, and 1 more author

16th Asian Conference on Computer Vision, Dec 2022

Bib PDF Code

@article{Sridhar_2022_ACCV,
  author = {Sridhar, Pavithra and V, Aananth and Aggarwal, Madhav and Velusamy, R Leela},
  title = {Transformer Based Motion In-Betweening},
  journal = {16th Asian Conference on Computer Vision},
  publisher = {Springer},
  month = dec,
  year = {2022},
  pages = {289-302},
}

2021

HiPC

Performance of Local Push Algorithms for Personalized PageRank on Multi-core Platforms

Madhav Aggarwal, Bingyi Zhang, and Viktor Prasanna

28th International Conference on High Performance Computing, Data, and Analytics, Dec 2021

Bib PDF Code Slides

@article{performancePPR,
  title = {Performance of Local Push Algorithms for Personalized PageRank on Multi-core Platforms},
  author = {Aggarwal, Madhav and Zhang, Bingyi and Prasanna, Viktor},
  year = {2021},
  month = dec,
  journal = {28th International Conference on High Performance Computing, Data, and Analytics},
  publisher = {IEEE},
}

Groups I have collaborated with