Posts by Collection
mlmonad
portfolio
publications
Genetic Bi-objective Optimization Approach to Habitability Score
Published in First International Conference on Modeling, Machine Learning and Astronomy, 2019
We show the applicability of genetic algorithms in optimizing the habitability of exoplanets.
Gestop - Customizable Gesture Control of Computer Systems
Published in Proceedings of the 3rd ACM India Joint International Conference on Data Science & Management of Data, 2021
This paper presents Gestop, a framework to interface with computer systems with hand gestures.
Searching a Raw Video Database using Natural Language Queries
Published in International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT), 2021
This work aims to provide an end-to-end pipeline to search a video database with a voice query from the end user.
Using Sampling to Estimate and Improve Performance of Automated Scoring Systems with Guarantees
Published in The 12th Symposium on Educational Advances in Artificial Intelligence (EAAI-AAAI22), 2021
We propose a sampling scheme to improve performance of Human-in-the-loop Automated Scoring Systems.
DeepSmooth - Efficient and Smooth Depth Completion
Published in Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (VOCVALC Workshop), 2023
We propose a model that propagates information efficently for the task of depth completion, enforcing depth consistency spatio-temporally and producing smooth depth maps.
Beyond Words - A Topological Exploration of Coherence in Text Documents
Published in The Second Tiny Papers Track at ICLR, 2024
In this work, we show the use of Topological Data Analysis (TDA) techniques on attention maps of language models to model the coherence of text.
talks
Talk 1 on Relevant Topic in Your Field
Published:
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