Browsing Year-2023 by Title

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  • Thakran, Yash; Abrol, Vinayak (Advisor) (IIIT-Delhi, 2023-05-09)
    Abusive content detection in the spoken text can be addressed by performing Automatic Speech Recognition (ASR) and leveraging advancements in natural language processing. However, ASR models introduce latency and often ...
  • Natarajan, Ashwin Ram; Roy, Sayan Basu (Advisor) (IIIT-Delhi, 2023-11-29)
    Adaptive control is essential for the successful operation of robots in unknown environments. Existing literature involves the use of mathematical assumptions and regression techniques for estimation. This BTP develops an ...
  • Kuria, Samuel Muchai; Biyani, Pravesh (Advisor) (IIIT-Delhi, 2023-11-29)
    This project developed a real-time stock market analysis tool designed to meet the needs of today's fast-paced financial environment. Utilizing Flask for its efficient and flexible architecture, and integrating with the ...
  • Nandi, Arpit; Malik, Dhruv; Sambuddho (advisor) (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 ...
  • Joshua, Massa; Deb, Sujay (Advisor) (IIIT-Delhi, 2023-10-29)
    In the realm of chiplet-based computing, the advent of Network-on-Chip (NoC) technology has brought forth remarkable opportunities to harness the potential of on-chip wireless communication. This report embarks on a ...
  • Tekchandani, Jeet; Bhattacharya, Sayak (Advisor) (IIIT-Delhi, 2023-11-29)
    A photon’s interaction with a semiconductor material can generate an exciton. If the photon is trapped in a microcavity, the exciton can strongly couple with the photon, resulting in a hybrid bosonic state called an ...
  • Nag, Ramit; Kumar, Parveen; Swami, Harsh Kumar; Bhattacharya, Sayak (Advisor) (IIIT-Delhi, 2023-11-24)
    Creating software that supports the similarities and facilities offered by Cad tools for semiconductors, photoelectric cells, and other devices Primarily, making a cost effective software that could give similar results ...
  • Singh, Aditya; Darak, Sumit Jagdish (Advisor) (IIIT-Delhi, 2023-11-29)
    Cloud Labs enable hardware based courses in remote environments and developing self paced learning modules. The integrated hardware and software solutions developed allow for remote access to physical labs and offer a ...
  • Kumar, Sarthak; Biswas, Sanat (Advisor) (IIIT-Delhi, 2023-12-09)
    The primary objective of this research project was to conduct a comprehensive analysis of stateof- the-art algorithms designed for the calculation of Collision Probability between satellites and other space objects, ...
  • Dhanwadia, Vikrant; Bagler, Ganesh (Advisor); Goel, Mansi (Advisor) (IIIT-Delhi, 2023-11-29)
    This semester had the main objective of thoroughly rectifying Recipe DB 2 and its backend with special attention towards issues in the back-end architecture of the API dashboard. The abnormal functioning of Elasticsearch ...
  • Malik, Nirmit; Ghosh, Tarini Shankar (Advisor) (IIIT-Delhi, 2023-07-26)
    The human gut microbiome exhibits remarkable diversity among individuals, yet numerous studies have identified the presence of several bacteria consistently observed across different geographical locations. This research ...
  • Gupta, Arsh; Makkar, Kshitij; Bagler, Ganesh (Advisor) (IIIT-Delhi, 2023-11-29)
    With growing diversity in personal food preference and regional cuisine style, personalized information systems that can transform a recipe into any selected regional cuisine style that a user might prefer would help food ...
  • Singh, Monika; Prasad, Ranjitha (Advisor) (IIIT-Delhi, 2023-11-29)
    Wireless devices, including mobile phones, laptops, autonomous driving, UAT, etc., generate an enormous amount of local data, which could be employed to train machine learning models for decision-making and improve prediction ...
  • Mehrotra, Sparsh; Roy, Sayan Basu (Advisor) (IIIT-Delhi, 2023-12)
    We use different optimizers in everyday Machine Learning and Deep Learning applications. The task for any machine learning algorithm is to 𝑚𝑖𝑛 𝑓 (𝑥), where 𝑓 is the objective function and 𝑥 is the input parameter. ...
  • Marwah, Sahas; Dubey, Suyash Kumar; Grover, Anuj (Advisor) (2023-12)
    Neural networks have emerged as a powerful tool in machine learning and deep learning, showcasing remarkable capabilities in image recognition, natural language processing, and autonomous decision-making tasks. However, ...
  • Kumar, Daksh; Govil, Aryan; Darak, Sumit Jagdish (Advisor) (IIIT-Delhi, 2023-12-12)
    In the millimetre wave and sub-6 GHz band, next-generation wireless communication systems are anticipated to offer high-mobility Vehicle to Everything (V2X) communication services. This necessitates precise user tracking ...
  • Sarkar, Debojyoti; Mathur, Devansh; Bhattacharya, Sayak (Advisor) (IIIT-Delhi, 2023-11-29)
    Superconducting nanowire single photon detectors (SNSPD) provide >90% and timing jitter <20% but require cryogenic temperature. SPAD’s are capable of detection at room temperature but due to the trade off between timing ...
  • Gupta, Aniket; Grover, Anuj (Advisor); Sharma, Jyoti (Advisor) (IIIT-Delhi, 2023-11-29)
  • Choudhary, Simran; Prasad, Ranjitha (Advisor) (IIIT-Delhi, 2023-11-29)
    This research explores the evolving landscape of Explainable Artificial Intelligence (XAI), with a specific focus on counterfactual explanations and their role in ensuring fairness and reducing bias in AI decision-making. ...
  • Fatima, Zubaida; Jamal, Yusuf; Prasad, Ranjitha (Advisor) (IIIT-Delhi, 2023-12-07)
    This research report investigates the robustness of Federated Learning (FL) by understanding and examining the performance of Federated Averaging (FedAvg) and Federated Proximal (Fed- Prox), along with the study of fading ...

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