IIIT-Delhi Institutional Repository

Browsing Year-2024 by Issue Date

Browsing Year-2024 by Issue Date

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  • CosyLab : named entity recognition on recipe dataset 
    Goswami, Sahil; Singh, Rishipal; Bagler, Ganesh (Advisor); Goel, Mansi (Advisor) (IIIT-Delhi, 2024-04-29)
    Traditional cooking recipes follow a structured format that can be effectively modelled by analysing and accurately representing the rules and semantics of different sections within the recipe text. In this paper, we propose ...
  • Wearables and AI for mental health 
    Singh, Abhijay; Singh, Pushpendra (Advisor) (IIIT-Delhi, 2024-07-23)
    This report develops a system to detect stress using wearable devices that monitor Electrodermal Activity (EDA). Our review of related research covers topics like using AI in healthcare, clinical predictions, and emotion ...
  • KG quality metrics 
    Gupta, Aanchal; Kumar, Yogender; Mukherjee, Manuj (Advisor); Mutharaju, Raghava (Advisor) (IIIT-Delhi, 2024-11-26)
    In the field of knowledge representation, the construction and maintenance of high quality knowledge graphs (KG’s) play a pivotal role in ensuring the accuracy and reliability of information. This research endeavors to ...
  • Learning from dependent data 
    Sethi, Alhad; Mukherjee, Manuj (Advisor) (IIIT-Delhi, 2024-11-27)
    In this work, we give generalization bounds of statistical learning algorithms trained on samples drawn from a dependent data source both in expectation and with high probability, using the Online-to-Batch conversion ...
  • Navigating fashion trends in the digital age 
    Raj, Rohit; Arya, Tarun Kumar; Satyam; Haripriya, Soibam (Advisor) (IIIT-Delhi, 2024-11-27)
    Fashion is an integral part of human life. It extends beyond clothing and accessories, serves as a medium for self-expression, and reflects an individual's personality and cultural identity. In this study, we examine the ...
  • DNA-Aligner 
    Lakshya; Sengupta, Debarka (Advisor) (IIIT-Delhi, 2024-11-27)
    The DNA-ALIGNER is a novel model designed to align mRNA and gene sequences. In cellular biology, DNA is transcribed into mRNA, which serves as the template for protein synthesis. DNA-ALIGNER addresses the challenge of ...
  • Distributed communication system 
    Gaba, Divyansh; Dabas, Deepanshu; Singh, Pushpendra (Advisor) (IIIT-Delhi, 2024-11-27)
    This project is dedicated to developing a robust chat application akin to WhatsApp, with a focus on leveraging RabbitMQ for efficient message queuing and Android development for creating an intuitive user interface. The ...
  • Finding optimized path for harvesting and other applicable scenarios 
    Singh, Digvijay; Jain, Adish; Shankhwar, Kalpana (Advisor) (IIIT-Delhi, 2024-11-27)
    In modern agriculture, the imperative of efficiency and productivity underscores the need for optimized navigation and monitoring practices to meet the demands of a burgeoning global population. Effective traversal and ...
  • Concept-based program search for Abstraction and Reasoning Corpus (ARC) 
    Singhal, Kartik; Shroff, Gautam (Advisor) (IIIT-Delhi, 2024-11-27)
    The Abstraction and Reasoning Corpus (ARC) poses a significant challenge to artificial intel- ligence, demanding broad generalization and few-shot learning capabilities that remain elusive for current deep learning methods, ...
  • Audiobooks and emotion detection 
    Gupta, Aniket; Mohania, Mukesh (Advisor) (IIIT-Delhi, 2024-11-27)
    Recent advancements in text-to-speech (TTS) technology have made synthetic speech sound more natural and expressive. However, creating audiobook narration that accurately captures emotions and maintains context over multiple ...
  • Designing belief space planning algorithms for coordinating robots with inconsistent beliefs 
    Singhal, Ayush; Kundu, Tanmoy (Advisor) (IIIT-Delhi, 2024-11-27)
    In multi-robot systems, maintaining joint action consistency is crucial, especially when individual robots have inconsistent beliefs about the world. This thesis explores two methods to address this challenge. The first ...
  • Topology optimization using machine learning 
    Prakash, Shantanu; Khatana, Aryan; Kudiyal, Aman; Madaan, Chirag; Shankhwar, Kalpana (Advisor) (IIIT-Delhi, 2024-11-27)
    This research presents an advanced methodology for structural design through the integration of topology optimization (TO) and machine learning (ML), addressing the limitations of traditional design processes in terms of ...
  • VBOE: value based ontology engineering 
    Gulati, Shivesh; Aggarwal, Vibhor; Mutharaju, Raghava (Advisor) (IIIT-Delhi, 2024-11-27)
    Ethical Systems and Value-Based software products have been in talks for quite a few years, and much research and progress has been made in that direction. Recently, a lot of advancement has been made to ensure that the ...
  • AI/ML models for predicting cardio-vascular diseaeses 
    Sharma, Naman; Gupta, Anubha (Advisor) (IIIT-Delhi, 2024-11-27)
    This project presents a comprehensive framework to address class imbalance in the PTB-XL electrocardiogram (ECG) dataset by integrating diffusion models with state-of-the-art deep learning architectures, including 1D-CNN-LSTM ...
  • Book companion: data visualization and web development 
    Dahiya, Aditya; Bagler, Ganesh (Advisor) (IIIT-Delhi, 2024-11-27)
    This project involved developing an interactive online book companion for Prof. Bagler’s book and datasets. It began with the analysis of a recipe dataset containing over 1,18,000 samples and 65+ columns, where key trends ...
  • Parameterized algorithms to find cohesive subgraphs with small diameter 
    Sakhuja, Raghav; Majumdar, Diptapriyo (Advisor) (IIIT-Delhi, 2024-11-27)
    Given an undirected graph G = (V, E), an s-club is a vertex subset S ⊆ V (G) such that G[S] has diameter at most s. Formally, an s-Club problem asks if the input graph has an s-club with at least k vertices. There have ...
  • Cloudlabs: enabling hardware labs in remote environment 
    Thapliyal, Shaurya; Sandeep; Darak, Sumit Jagdish (Advisor); Joshi, Khagendra (Advisor) (IIIT-Delhi, 2024-11-29)
    This project endeavours to bridge the gap in hardware-based education by developing integrated hardware and software solutions for remote learning environments. Our primary objective is to enable hardware-based courses and ...
  • Performance analysis and optimization of TCP over multi link operation of WiFi 7 
    Mohanty, Srimant; Maity, Mukulika (Advisor) (IIIT-Delhi, 2024-12-01)
    IEEE 802.11be introduces MLO (Multi-Link Operation) where MLDs (Multi-Link Devices) can take advantage of the multiple links available in the 2.4, 5 and 6 GHz bands without having to associate on each link separately. TCP ...
  • RecipeGPT implementation 
    Gupta, Anmol; Gupta, Bhavya; Bagler, Bagler, Ganesh (Advisor) (IIIT-Delhi, 2024-12-08)
    The culinary domain offers significant opportunities for leveraging AI to simplify and enhance recipe-related interactions. This project focuses on developing an intelligent recipe chatbot that performs two primary tasks: ...
  • Android side channel attacks malware 
    Gupta, Arnav; Kalpasi, Sarthak; Chakravarty, Sambuddho (Advisor) (IIIT-Delhi, 2024-12-10)
    Smartphone accessibility has increased in the past decade, and with it, the proliferation of smart phone apps. These apps are used for a wide variety of purposes, some of which involve handling of sensitive user information. ...

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