Subhrajit Nag(Indian Institute of Technology, Hyderabad, 2022)
Artificial Intelligence (AI) is evolving rapidly and providing new methods of meaningfully tackling
real-world problems. The main objective of this research is to develop novel and efficient deep
learning (DL) models for ...
Subhrajit Nag(Indian Institute of Technology , Hyderabad, 2022)
Artificial Intelligence (AI) is evolving rapidly and providing new methods of meaningfully tackling
real-world problems. The main objective of this research is to develop novel and efficient deep
learning (DL) models for ...
Chalavadi Vishnu(Indian Institute of Technology , Hyderabad, 2022)
First and foremost, I would like to thank my supervisor, Dr. Sobhan Babu for
giving me the opportunity to start my research journey under his guidance. His
excellent vision, guidance, and trust in my research proposal ...
Jeripothula Prudviraj(Indian Institute of Technology , Hyderabad, 2022)
The focus of this research work is to learn the effective visiolinguistic representa tion for vision-to-language (V2L) tasks. In recent years, V2L tasks have gained an
extensive attention at the intersection of computer ...
Jaynee Rawal; J. Saketha Nath(Indian Institute of Technology , Hyderabad, 2022)
Most of the real-world data can be modelled by graphs be it a connection of road networks or
chemical compounds or any real-life systems for that matter. Performing downstream tasks on such
systems could lead to ...
Fernandez Kevin Lawrence; Sobhan Babu(Indian Institute of Technology , Hyderabad, 2022)
The Radar is the most common and effective system to detect these
aerial targets, however, target recognition is not a direct function of the Radar
system. Automated Aerial Target Recognition(ATR) is basically a ...
Anirban Sarkar; Vineeth N. Balasubramanian(Indian Institute of Technology , Hyderabad, 2022)
The phenomenal advancement in AI promises to build autonomous systems that perceive, learn, decide
and act on their own. However, machine learning today, especially deep learning models, that have become
widely prevalent ...
Sriram Bhyravarapu; Subrahmanyam Kalyanasundaram(Indian Institute of Technology , Hyderabad, 2022)
A proper coloring is an assignment of colors to the vertices of a graph such that adjacent vertices
receive different colors. The graph coloring problem asks to compute the minimum number of
colors required for such a ...
Jaykishan Pipaliya; Aravind N.R.(Indian Institute of Technology , Hyderabad, 2022)
S. Wasserman et al. [1] has explain well about the social network analysis
methods and its application. The real-world social network motivates us to
study and analyse the social network, because it attracts to know ...
Surya Sai Teja Desu; M.V. Panduranga Rao(Indian Institute of Technology, Hyderabad, 2022)
Entanglement swapping is a basic primitive in long-distance quantum communications. The Stochastic nature of various operations like entanglement pair generations and bell state measurements makes the entanglement swapping ...
Sonu Kumar; Fahad Panolan(Indian Institute of Technology, Hyderabad, 2022)
Many pattern recognition algorithms in artificial intelligence use numerical data. There
is also a huge class of problems where categorical data is used. Categorical data belongs
to a set of finite numbers, text, or ...
Abhay Jain; Sathya Peri(Indian Institute of Technology, Hyderabad, 2022)
The onset of multicore architectures increased the demand for software that must benefit from running on multiple processing cores with good speedup. A wait-free data structure guarantees that every thread updating it ...
Shubham; Subrahmanyam Kalyanasundaram(Indian Institute of Technology, Hyderabad, 2022)
Road junctions are considered true bottlenecks in urban mobility. As traffic merges
at road junctions,accident are more likely to occur.According to Indian stats, 44% of
all accidents occurred in the year 2019 were at ...
Mohammad Waris “Azimi”; Rogers Mathew(Indian Institute of Technology , Hyderabad, 2022)
I have developed a series of mind games based on Schur’s theorem. I have used is Schur’s
Theorem. I have developed two Graph games based on Schur’s theorem a set of Numbers Game.
I have used Schur’s Theory x+y=z claim ...
Siddharth Gupta; Abhinav Kumar(Indian Institute of Technology , Hyderabad, 2020)
We are considering two individual problems in this thesis. First one is target classification, range
and angle estimation by mmWave radars using Machine learning algorithm. Second one showcases
problem showcases the ...
Malipatel Indrakaran Reddy; C. Krishna Mohan(Indian Institute of Technology , Hyderabad, 2021)
Action recognition requires machine learning models to identify actions performed in a video. A video is a sequence of frames but performing image classification on each frame and combining them is not computationally ...
Susmitha Devanga Ampabathini; Rakesh Venkat(Indian Institute of Technology , Hyderabad, 2022)
Finding the Maximum Cut (or Max-Cut) in a graph is a fundamental NP-hard problem in graph
partitioning. Given a graph G=(V,E) with weights on the edges, the Max-Cut problem asks to find
a partition of the vertex set into ...
Banothu Mahender; Rogers Mathew(Indian Institute of Technology , Hyderabad, 2022)
Visualization is a crucial aspect of understanding how the graph acts and evolves as we execute operations on it in combinatorics and graph theory. For beginners, it is critical that they can visualise
the concept they ...
Prashanth Vaidya R; Subrahmanyam Kalyanasundaram(Indian Institute of Technology , Hyderabad, 2022)
With the post-pandemic world becoming increasingly comfortable with a remote/ online lifestyle,
why should the world of voting alone be stuck with ideas as old as a century? E-voting has been
criticised for its technical ...
Praveen Tammana(Association for Computing Machinery, 2022)
With the advancement of highly network-powered paradigms like 5G, Microservices, etc. which are typically deployed as containers/VMs, there is a growing imperative on the host nodes to perform specialized network tasks ...