Publications

You can also find my articles on my Google Scholar profile.

	Beyond Words - A Topological Exploration of Coherence in Text Documents Rishi Singhal, Samyak Jain, Sriram Krishna, Yaman Kumar Singla & Rajiv Ratn Shah The Second Tiny Papers Track at ICLR*, 2024 paper / 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.
	DeepSmooth - Efficient and Smooth Depth Completion Sriram Krishna & Basavaraja Shanthappa Vandrotti Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (VOCVALC Workshop), 2023 paper / slides / We propose a model that propagates information efficently for the task of depth completion, enforcing depth consistency spatio-temporally and producing smooth depth maps.
	Using Sampling to Estimate and Improve Performance of Automated Scoring Systems with Guarantees Yaman Kumar Singla, Sriram Krishna, Rajiv Ratn Shah, & Changyou Chen The 12th Symposium on Educational Advances in Artificial Intelligence (EAAI-AAAI22), 2021 paper / code / We propose a sampling scheme to improve performance of Human-in-the-loop Automated Scoring Systems.
	Searching a Raw Video Database using Natural Language Queries Sriram Krishna, Siddarth Vinay & Srinivas Katharguppe International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT), 2021 paper / code / This work aims to provide an end-to-end pipeline to search a video database with a voice query from the end user.
	Gestop - Customizable Gesture Control of Computer Systems Sriram Krishna & Nishant Sinha Proceedings of the 3rd ACM India Joint International Conference on Data Science & Management of Data, 2021 paper / code / slides / youtube / This paper presents Gestop, a framework to interface with computer systems with hand gestures.
	Genetic Bi-objective Optimization Approach to Habitability Score Sriram Krishna & Niharika Pentapati First International Conference on Modeling, Machine Learning and Astronomy, 2019 paper / We show the applicability of genetic algorithms in optimizing the habitability of exoplanets.

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