Browsing Year-2021 by Title

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  • A bayesian perspective to explainable AI 
    Saini, Aditya; Prasad, Ranjitha (Advisor) (IIIT-Delhi, 2021-07)
    The LIME(Local Interpretable Model-Agnostic Explanations) framework is a popular technique for providing simple to understand post-hoc model explanations. However, it su ers from the perplexing issue of inconsistent ...
  • DOA estimation via hardware-software co-design 
    Sharma, Somya; Gupta, Mansi; Darak, Sumit J. (Adviosr); Joshi, Himani (Advisor) (IIIT- Delhi, 2021-05)
    The deployment of cellular spectrum in licensed, shared and unlicensed spectrum demands wideband sensing over non-contiguous sub-6 GHz spectrum. To improve the spectrum and energy efficiency, beam forming and massive ...
  • Energy harvesting and application of deep learning in spatial modulation 
    Verma, Harsh; Bohara, Vivek Ashok (Advisor); Gupta, Anubha (Advisor) (IIIT-Delhi, 2021-12)
    In this semester, We have worked on the following research problems: 1. Energy Harvesting ADCs: A common sample-and-hold (S/H) based ADC architecture tracks the analog signal for a fraction of the sampling period, and the ...
  • FPGA implementation of RISC-V for efficient edge application 
    Bansal, Swapnil; Goel, Hritik; Deb, Sujay (Advisor) (IIIT-Delhi, 2021-05)
    Reduced Instruction Set Computing (RISC) is an open-source, exible & easy-to-use ISA widely adopted for many applications. In the previous semester, we built the FPGA based RISCV-32I architecture capable of executing ...
  • Implementation of encryption algorithms in SRAM based memory 
    Aamir, Mohd.; Grover, Anuj (Advisor) (IIIT- Delhi, 2021-05)
    Encryption algorithms are used to protect confidential data from unauthorized access by scrambling it into an unreadable format, using a private key. The security of the algorithm is largely dependent on the safety of the ...
  • Medical application of UAV in times of Covid19 
    Jarodia, Akhil; Sethi, Tavpritesh (Advisor) (IIIT-Delhi, 2021-05)
    The covid19 pandemic a ected the world worst that one could imagine. With unexpected growth in the cases around and changing government policies, it has involved every human activity seg- ment. India is a country where ...
  • Multi armed bandits 
    Jain, Saksham; Chaubey, Nishant; Ghatak, Gourab (Advisor) (IIIT-Delhi, 2021-12)
  • Multimodal fake news analysis and detection 
    Dhawan, Mudit; Kumaraguru, Ponnurangam (Advisor); Shah, Rajiv Ratn (Advisor) (IIIT-Delhi, 2021-12)
    Fake News has become the curse of our time. Online social media networks provide a low-cost platform to facilitate information and fact sharing, but it fails to o er any quality control. As the number of people receiving ...
  • Radar sensor networks 
    Badri, M.; Raman, Rajiv (Advisor); Ram, Shobha Sundar (Advisor) (IIIT- Delhi, 2021-05)
    This work aims at interference mitigation in recently booming automotive radar networks, via careful beam forming techniques based on Geometric Algorithms and Optimizations. We first thoroughly explore a relatively simple ...
  • Reconfigurable and intelligent architectures for deep learning algorithms 
    Rajesh, Rohith; Darak, Sumit Jagdish (Advisor); Jain, Akshay (Advisor) (IIIT-Delhi, 2021-12)
    Throughout the course of this BTP, we e ciently implement a Deep Learning Architecture(DLWSS) for Spectrum Sensing problem on the FPGA. This involved training the model from scratch on Pytorch/Keras, extracting the weights ...
  • Video based attention assessment 
    Mishra, Nishant; Kumar, Himanshu; Deb, Sujay (Advisor) (IIIT-Delhi, 2021-12)
    Attention Assessment is one of the most interesting topic of research in the ongoing era. Many researches going on in this eld to develop a tool that can accurately measure the attention level. The past researches on this ...
  • Visual speech recognition 
    Arora, Chavisha; Shah, Rajiv Ratn (Advisor) (IIIT-Delhi, 2021-12)
    Lip reading is used to understand and interpret speech without hearing it. It is a technique especially mastered by people with hearing difficulties. This special ability to lip read enables people with a hearing impairment ...
  • A web app for all the cultural fests and events at IIITD 
    Chauhan, Nikhil; Shah, Rajiv Ratn (Advisor); Kumaraguru, Ponnurangam (Advisor); Singh, Sehaj (IIIT-Delhi, 2021)
    FEST@IIITD is a part of the Umbrella OSA (Online Student A airs) app and serves the purpose of bringing together and managing all the cultural events happening at our campus. It provides the overview for the events, along ...

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