Hi! I’m Sri Krishna. I’m primarily a DL research/engineering person at Paralleldots. I also collaborate with the Cognitive Vision group at Orebro Uni/Uni of Bremen. I was associated with Red Hen Lab in the Google’s SoC program for couple of years. I did my undergrad at BITS-Pilani, Goa. Nowadays, I mostly work on computer vision (local features, keypoint/descriptors, few shot, fine grained, weakly supervised, object detection). Earlier, I worked on medical imaging for real world. Very much interested in Multimodal ML as well. I listen to music a lot, read more here. Some part of this website is used to put down my thoughts and ideas into writing, so read at your own risk :)
If you want to get in touch or collaborate please reach out to me via email :).
Research
2021
- Semi-supervised Learning for Dense Object Detection in Retail Scenes
- Jaydeep Chauhan, Srikrishna Varadarajan, Muktabh Mayank Srivastava
- Paper featured at RetailVision Workshop at CVPR 2021
- [paper] [bibtex]
- Jaydeep Chauhan, Srikrishna Varadarajan, Muktabh Mayank Srivastava
2020
- Commonsense Visual Sensemaking for Autonomous Driving: On Generalised Neurosymbolic Online Abduction Integrating Vision and Semantics
- Jakob Suchan, Mehul Bhatt, Srikrishna Varadarajan
- Extended version of IJCAI paper, contributed submission at Artificial Intelligence Journal (AIJ)
- [paper] [bibtex]
- Jakob Suchan, Mehul Bhatt, Srikrishna Varadarajan
- Driven by Commonsense: On the Role of Human-Centred Visual Explainability for Autonomous Vehicles
- Jakob Suchan, Mehul Bhatt, Srikrishna Varadarajan
2019
- Benchmark for Generic Product Detection: A Low Data Baseline for Dense Object Detection
- Out of Sight But Not Out of Mind: An ASP Based Online Abduction Framework for Visual Sensemaking in Autonomous Driving
- Jakob Suchan, Mehul Bhatt, Srikrishna Varadarajan
- Accepted at International Joint Conference on Artificial Intelligence (IJCAI) 2019
- Distinguished paper honorable mention [Top 3/850 accepted papers]
- [paper] [bibtex]
- Jakob Suchan, Mehul Bhatt, Srikrishna Varadarajan
- Deep Semantics for Explainable Visuospatial Intelligence: Perspectives on Integrating Commonsense Spatial Abstractions and Low-Level Neural Features
- Mehul Bhatt, Jakob Suchan, Srikrishna Varadarajan
2018
- Multidomain Document Layout Understanding using Few Shot Object Detection
- Semantic Analysis of (Reflectional) Visual Symmetry: A Human-Centred Computational Model for Declarative Explainability
- Jakob Suchan, Mehul Bhatt, Srikrishna Varadarajan, Seyed Ali Amirshahi, Stella Yu
- Accepted in Advances in Cognitive Systems (ACS) 2018
- [paper] [bibtex]
- Jakob Suchan, Mehul Bhatt, Srikrishna Varadarajan, Seyed Ali Amirshahi, Stella Yu
- Weakly Supervised Object Localization on grocery shelves using simple FCN and Synthetic Dataset
- Srikrishna Varadarajan*, Muktabh Mayank Srivastava*
- Accepted as conference paper at Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP) 2018
- [paper] [bibtex]
- Srikrishna Varadarajan*, Muktabh Mayank Srivastava*
2017
- Anatomical labeling of brain CT scan anomalies using multi-context nearest neighbor relation networks
- Srikrishna Varadarajan, Muktabh Mayank Srivastava, Monika Grewal*, Pulkit Kumar*
- Accepted as poster at IEEE International Symposium on Biomedical Imaging (ISBI) 2018
- [paper] [bibtex] [blog]
- Srikrishna Varadarajan, Muktabh Mayank Srivastava, Monika Grewal*, Pulkit Kumar*
- RADNET: Radiologist Level Accuracy using Deep Learning for HEMORRHAGE detection in CT Scans
- Monika Grewal, Muktabh Mayank Srivastava, Srikrishna Varadarajan*, Pulkit Kumar*
- Accepted as conference paper at IEEE International Symposium on Biomedical Imaging (ISBI) 2018
- [IEEE Explore] [paper] [bibtex] [blog]
- Monika Grewal, Muktabh Mayank Srivastava, Srikrishna Varadarajan*, Pulkit Kumar*
- Detection of Tooth caries in Bitewing Radiographs using Deep Learning
- Muktabh Mayank Srivastava*, Pratyush Kumar*, Lalit Pradhan*, Srikrishna Varadarajan
- Accepted at NIPS 2017 Workshop - ML for Health.
- [paper] [bibtex] [blog]
- Muktabh Mayank Srivastava*, Pratyush Kumar*, Lalit Pradhan*, Srikrishna Varadarajan
Talks
- Weakly Supervised Object Localization on grocery shelves using simple FCN and Synthetic Dataset
- Multimodal Understanding of Videos using Machine Learning
- Presented @ Workshop on Multimodality in Embodied Experience Design
- INTERACT 2017 - The 16th IFIP TC.13 International Conference on Human-Computer Interaction, Mumbai, India
Contact
- email: skrish at protonmail dot com
- email: skrish1113 at gmail dot com / PGP Fingerprint : 5CB5 0938 9192 7273 AA4A 08C6 91BC 3903 D865 379D (Please use PGP)
- twitter: @skrish_13
- github: @skrish13
- linkedin: @skrish13
- google scholar: link