Year-2023: Recent submissions

  • Visual question answering 
    Garg, Prakrit; Shah, Rajiv Ratn (Advisor) (IIIT-Delhi, 2023-11-29)
    Visual Question Answering(VQA) has applications in various rising areas ranging from Medical Imagery to Video Surveillance and Assistance[1]. VQA problem is a central component of the Artificial General Intelligence problem, ...
  • Early prediction of rumors 
    Choudhary, Harshit; Akhtar, Md. Shad (Advisor) (IIIT-Delhi, 2023-11-24)
    In this study, we address the widespread issue of rumor propagation on social media. Current automated systems primarily rely on analyzing the stance made in tweets to predict the veracity of rumors. To enhance the ...
  • Medical image segmentation 
    Jangu, Kushiluv; Yadav, Abhinn; Gupta, Anubha (Advisor) (2023-11-29)
    Medical image segmentation is a pivotal technique in modern medical imaging, essential for enhancing diagnosis accuracy and patient care. This study explores the application of four advanced deep learning models - DermoSegDiff, ...
  • Wifi sensing v/s Wifi networking: a tug of war in optimizing application performance 
    Sharma, Devraj; Maity, Mukulika (Advisor); Bhattacharya, Arani (Advisor) (IIIT-Delhi, 2023-11-29)
    Wifi has become an omnipresent technology these days. We can find Wifi connection almost everywhere from public spaces like restaurants, educational institutions, transport stations to private homes and offices. Despite ...
  • An emotion annotated dataset of code-mixed mental health counseling and relevant baselines 
    Tiwari, Anusha; Kushagra; Akhtar, Md. Shad (Advisor) (IIIT-Delhi, 2023-11-29)
    In India, the realm of mental health is overshadowed by stigma, lack of awareness, and outdated methods, worsened by a scarcity of accessible well-being and counseling solutions. This challenge is particularly prominent ...
  • Optimisation of tail latency in Edge computing 
    Pal, Utkarsh; Kumar, Aman; Bhattacharya, Arani (Advisor) (IIIT-Delhi, 2023-05-10)
    Edge computing has emerged as a promising paradigm for meeting the requirements of resourceintensive applications by processing data at the network edge. The aim of our project is to optimise the end to end tail latency ...
  • Hardware chacha 
    Ranjan, Aman; Grover, Anuj (Advisor) (IIIT-Delhi, 2023-11-29)
    "Hardware Chacha" is an innovative e-commerce platform in India, where users can buy paints, pipes, plumbing, tanks, and electronics online. Designed for both individuals and contractors, our platform simplifies hardware ...
  • Improving speech to speech conversion with incorporation of speaker tonality 
    Goel, Arnav; Hira, Medha; Gupta, Anubha (Advisor) (IIIT-Delhi, 2023-11-29)
    We benchmark various Speech-to-Text (STT) and Text-to-Speech (TTS) models and performed an extensive literature review on downstream tasks such as Automatic Speech Recognition (ASR), Speech Emotion Recognition, Speaker ...
  • Blockchain for food: farm to fork 
    Narang, Ojas; Bagler, Ganesh (Advisor) (IIIT-Delhi, 2023-11-30)
    India's food industry faces critical challenges with its centralized supply chains, including single point failures, quality issues, and data integrity. There's a high rate of food fraud, contamination, and adulteration, ...
  • Androknight: lightweight android malware detection for low-resource mobile devices 
    Nandi, Arpit; Malik, Dhruv; Sambuddho (advisor) (IIIT-Delhi, 2023-11-29)
    Our aim is to develop a light weight learning based android malware detection solution, that can not only accurately distinguish malware from goodware but also classify / report its category, even when functioning under ...
  • Ring fencing 
    Nangia, Aditya; Bhupal, Saksham; Mohania, Mukesh (Advisor) (IIIT-Delhi, 2023-10-29)
    In an era marked by unprecedented data growth and pervasive digital influence, ensuring model privacy is imperative as machine learning models gain prominence in diverse domains like healthcare, finance, and business. ...
  • Robust OCR for information extraction from retail flyers 
    Singh, Shashank Shekhar; Singh, Abhijeet; Shah, Rajiv Ratn (Advisor) (IIIT-Delhi, 2023-11-29)
    This report explores the augmentation of the RanLayNet research paper by addressing limitations in existing datasets for domain adaptation. Through a comprehensive analysis of Ran- LayNet, PubLayNet, and DocLayNet papers, ...
  • Motion forecasting 
    Prachi; Anand, Saket (Advisor) (IIIT-Delhi, 2023-12-12)
    The prediction of multi-agent behavior is crucial for the development of advanced human-robot interactive systems, particularly in domains like self-driving cars. Existing trajectory forecasting methods often lack the ...
  • Development of a forecasting tool utilizing ML techniques 
    Yadav, Arun; Ray, Arjun (Advisor) (IIIT-Delhi, 2023-11-29)
    This report presents a comprehensive analysis of revenue forecasting methods employed in the context of the hotel industry or business. The primary objective is to assess the effectiveness of various machine learning models ...
  • A deadline-aware scheduler for smart factory using wifi 6 
    Mishra, Anis; Bhattacharya, Arani (Advisor); Maity, Mukulika (Advisor); Das, Syamantak (Advisor) (IIIT-Delhi, 2023-12-09)
    We discuss the optimization of wireless network scheduling in smart factories, specifically focusing on data packets with varying deadlines and importance levels. The proposed solution involves utilizing IEEE 802.11ax (WiFi ...
  • Learning speaker, emotion, age, and gender information through disentanglement of speech pre-trained representations 
    Koshal, Devyani; Buduru, Arun Balaji (Advisor) (IIIT-Delhi, 2023-11-29)
    Forensic speech science, rooted in acoustics, plays a key role in legal investigations. Among its diverse applications, automatic speaker recognition (ASR) stands as a primary task within forensic speech analysis followed ...
  • Multi-tenant cache design for smart NICs 
    Kaif, Mohammed; Mittal, Shivansh; Shah, Rinku (Advisor); Deb, Sujay (Advisor) (IIIT-Delhi, 2023-11-29)
    Cloud providers host tenant applications on the shared server infrastructure and provide isolation by leveraging virtualization solutions such as virtual machines (VMs), containers, or serverless. The current virtualization ...
  • AI-driven tracking of hallmarks of aging mechanisms during chronological aging 
    Chopra, Garima; Aggarwal, Kush; Ahuja, Gaurav (Advisor) (IIIT-Delhi, 2023-11-29)
    Cellular aging, a complex phenomenon marked by the gradual degradation of essential cellular components, poses significant challenges in understanding its temporal orchestration and underlying mechanisms. The ”Hallmarks ...
  • Personal health records app 
    Yadav, Nittin; Sethi, Tavpritesh (Advisor) (IIIT-Delhi, 2023-11-29)
    Health Interoperability has become a major concern in today’s period in which health records data is increasing rapidly. New healthcare hospitals and facilities are emerging increasing the need to create an interoperable ...
  • Object detection for autonomous driving 
    Goel, Atharv; Singh, Jyotirmaya; Anand, Saket (Advisor) (IIIT-Delhi, 2023-11-29)
    This thesis undertakes a comprehensive exploration of object detection technologies with a particular emphasis on their application in autonomous driving and related application settings. The research delves into 2D and ...

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