IIIT-Delhi Institutional Repository

Browsing Year-2023 by Issue Date

Browsing Year-2023 by Issue Date

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  • Computational gastronomy: novel recipe generation with constraint optimization 
    Sindhwani, Ishita; Bagler, Ganesh (Advisor) (IIIT-Delhi, 2023-05-09)
    In response to the escalating demand for the generation of novel and diverse cooking recipes, this research in Natural Language Processing introduces a new tool—Ratatouille. The tool utilizes various Deep Learning models, ...
  • Selection of edge devices to optimize tail-end latency 
    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 ...
  • Personal health record app 
    Javid, Md; Khan, Raunaque; Sethi, Tavpritesh (Advisor) (IIIT-Delhi, 2023-10-27)
    The government of India launched the National Digital Health Mission(NDHM) initiative to make healthcare more accessible by digitizing patient data and unifying processes. We propose implementing an NDHM-compliant personal ...
  • Gamification for learning 
    Gupta, Aishani; Sharma, Ojaswa (Advisor) (IIIT-Delhi, 2023-10-29)
    This project aims to develop a framework to automate the gamification process of educational content. The framework shall be based on stories from NCERT textbooks for creation purposes. There are three main steps in the ...
  • Coresets for federated learning 
    kaur, Gurmehak; Chatterjee, Bapi (Advisor); Supratim (Advisor) (IIIT-Delhi, 2023-11-27)
    This BTech project aims to explore the use of two pivotal concepts in machinelearning: coresets and federated learning. Leveraging insights from the AIsummer school hosted by the esteemed advisors in these domains, this ...
  • Computational gastronomy: turing test for chef framework 
    Nayak, Shivanshu; Raj, Rahul; Bagler, Ganesh (Advisor) (IIIT-Delhi, 2023-11-28)
    The project aims to develop the Chef Turing Test to assess a machine's capacity to emulate a human chef's culinary skills and knowledge. This test encompasses various criteria, including recipe creation, ingredient knowledge, ...
  • Understanding ASR using speechbrain 
    Arora, Satyam; Shah, Rajiv Ratn (Advisor) (IIIT-Delhi, 2023-11-28)
    Automatic Speech Recognition has been a prominent sector in Computer Science Research for decades, generating thousands of research papers in recent years. It is a complex and evolving field, having intersections with ML, ...
  • Individual mental health monitoring using edge AI 
    Omar, Krishnam; Girdhar, Samridh; Singh, Pushpendra (Advisor) (IIIT-Delhi, 2023-11-29)
    This study aims to understand the feasibility of a stress detection model through a smartwatch, in the Indian adult population using the physiological data collected for lab and real-life settings. Wearable devices such ...
  • Functionally redundant genome clusters 
    Reddy, Vemula Thushar; Arvind; Ghosh, Tarini Shankar (Advisor) (IIIT-Delhi, 2023-11-29)
    This project aims to develop computational pipelines to cluster genomes based on the similarity in their functional signatures and to identify functionally redundant genome clusters. This initiative has built an extensive ...
  • Enhanced state of health prediction of battery using machine learning and digital twin 
    Sharma, Raghav; Kumar, Shobhit; Shankhwar, Kalpana (Advisor) (IIIT-Delhi, 2023-11-29)
    In the digital age, use of batteries has increased manifold and thus, our dependence on them. It becomes critical that we are able to accurately predict the remaining charge and the state of health of the battery for safe ...
  • Hybrid-cloud communication: HTTP or MQTT? 
    Rao, Yukti; Shah, Rinku (Advisor) (IIIT-Delhi, 2023-11-29)
    Within a hybrid cloud environment, which has proven more effective than exclusive edge or cloud setups, a request may traverse from edge-to-edge or edge-to-cloud paths as per the request’s demand. Presently, communication ...
  • PHR-chat: a llama 2 based chatbot for improving mental health 
    Agarwal, Vibhor; Arora, Manik; Sethi, Tavpritesh (Advisor) (IIIT-Delhi, 2023-11-29)
    This B.Tech project focuses on the development of an innovative mental health chatbot integrated into a Public Health Records app. The chatbot employs advanced natural language processing models for emotion classification ...
  • Multi-modal stress detection 
    Jaiswal, Saurabh; Shukla, Jainendra (Advisor) (IIIT-Delhi, 2023-11-29)
    Feeling stressed occurs when our body and mind respond to challenging situations, and is a common aspect of life. However, if stress persists for a long time, it may negatively impact our well-being and can lead to various ...
  • IFHP development 
    Poswal, Pritish; Singh, Tanishqa Shital; Sethi, Tavpritesh (Advisor) (IIIT-Delhi, 2023-11-29)
    This B.Tech project focuses on the development of the IFHP portal ie Integrated Federated Health Portal which is a portal of Tavlab currenty hosted at https:// federatedhealthplatform.tavlab.iiitd.edu.in/ . Our main task ...
  • Relaxed concurrent counting bloom filters 
    Mishra, Dhruv; Bajaj, Kshitij; Chatterjee, Bapi (Advisor) (IIIT-Delhi, 2023-11-29)
    Counting Bloom filters are highly space-efficient with a small probability of false positives. Concurrent access to a Counting bloom filter can greatly increase its insertion and query throughput.
  • Tindering fair datasets for evidence synthesis from heterogeneous datasets: a case study on covid-19(IFHP devlopment) 
    Poswal, Pritish; Singh, Tanishqa Shital; Sethi, Tavpritesh (Advisor) (IIIT-Delhi, 2023-11-29)
    This B.Tech project focuses on the development of the IFHP portal ie Integrated Federated Health Portal which is a portal of Tavlab currenty hosted at https:// federatedhealthplatform.tavlab.iiitd.edu.in/ . Our main task ...
  • Vitals embedding for intensive care units 
    Sethi, Himanshi; Sethi, Tavpritesh (Advisor) (IIIT-Delhi, 2023-11-29)
    Intensive Care Units (ICUs) collect vast amounts of data, including patient vitals, often recorded as time series data. This data can be analysed to extract meaningful data, aiding in timely intervention and improving ...
  • Patient health record app - community chat 
    Singh, Vanisha; Sethi, Tavpritesh (Advisor) (IIIT-Delhi, 2023-11-29)
    The government of India launched the National Digital Health Mission (NDHM) initiative to make healthcare more accessible by digitizing patient data and unifying processes. We, the PHR team at TavLabs, propose implementing ...
  • Understanding robustness of vision transformers 
    Sinha, Arya; Subramanyam, A V (Advisor) (IIIT-Delhi, 2023-11-29)
    In this study, we delve into the realm of attention-based networks, particularly the recent advancements of Vision Transformers (ViT) that outperform conventional Convolutional Neural Networks (CNNs) in numerous vision ...
  • Lipid force distribution analysis 
    Pandey, Shivanshu; Ray, Arjun (Advisor) (IIIT-Delhi, 2023-11-29)
    Lipid Force Distributional Analysis: Unraveling Membrane Dynamics Cellular membranes, integral to diverse biological processes, consist of a complex interplay of lipids governing crucial molecular interactions. This study ...

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