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pro vyhledávání: '"Gupta, Pranav"'
Multi-object multi-part scene segmentation is a challenging task whose complexity scales exponentially with part granularity and number of scene objects. To address the task, we propose a plug-and-play approach termed OLAF. First, we augment the inpu
Externí odkaz:
http://arxiv.org/abs/2411.02858
The accurate prediction of danger levels in video content is critical for enhancing safety and security systems, particularly in environments where quick and reliable assessments are essential. In this study, we perform a comparative analysis of vari
Externí odkaz:
http://arxiv.org/abs/2410.19642
Autor:
Gupta, Pranav, Rengarajan, Rishabh, Bankapur, Viren, Mannem, Vedansh, Ahuja, Lakshit, Vijay, Surya, Wang, Kevin
Publikováno v:
Curieux Academic Journal Part 2 Issue 43 (2024), pp. 626-634
Combining LiDAR and Camera-view data has become a common approach for 3D Object Detection. However, previous approaches combine the two input streams at a point-level, throwing away semantic information derived from camera features. In this paper we
Externí odkaz:
http://arxiv.org/abs/2410.11211
Autor:
Gupta, Pranav, Krishnan, Advith, Nanda, Naman, Eswar, Ananth, Agarwal, Deeksha, Gohil, Pratham, Goel, Pratyush
We present a novel dataset aimed at advancing danger analysis and assessment by addressing the challenge of quantifying danger in video content and identifying how human-like a Large Language Model (LLM) evaluator is for the same. This is achieved by
Externí odkaz:
http://arxiv.org/abs/2410.00477
Autor:
Gupta, Pranav, Sharma, Raunak, Kumari, Rashmi, Aditya, Sri Krishna, Choudhary, Shwetank, Kumar, Sumit, M, Kanchana, R, Thilagavathy
Environment Sound Classification has been a well-studied research problem in the field of signal processing and up till now more focus has been laid on fully supervised approaches. Over the last few years, focus has moved towards semi-supervised meth
Externí odkaz:
http://arxiv.org/abs/2409.14043
Lyapunov-Schmidt reduction is a dimensionality reduction technique in nonlinear systems analysis that is commonly utilised in the study of bifurcation problems in high-dimensional systems. The method is a systematic procedure for reducing the dimensi
Externí odkaz:
http://arxiv.org/abs/2406.00066
Autor:
Gupta, Pranav
With the recent developments in large language models (LLMs) and their widespread availability through open source models and/or low-cost APIs, several exciting products and applications are emerging, many of which are in the field of STEM educationa
Externí odkaz:
http://arxiv.org/abs/2312.04613
Publikováno v:
Гений oртопедии, Vol 30, Iss 5, Pp 627-635 (2024)
Introduction The majority of paediatric both bone forearm fractures are treated with manipulative reductions and casting; loss of reduction is one of the most commonly reported complications. We aimed to assess the role of cast index and 3-point in
Externí odkaz:
https://doaj.org/article/142931b37ecf475080ee4d77330270fd
Autor:
Gupta, Pranav1 pranavgu@illinois.edu, Kim, Young Ji2 ykim@comm.ucsb.edu, Glikson, Ella3 ella.glikson@biu.ac.il, Woolley, Anita Williams4 awoolley@andrew.cmu.edu
Publikováno v:
MIS Quarterly. Mar2024, Vol. 48 Issue 1, p393-408. 16p.