612 citations
- Birla Institute of Technology and Science - Hyderabad CampusIN12 papers
- Birla Institute of Technology and Science, PilaniIN10 papers
- Indian Institute of AstrophysicsIN7 papers
- Indian Institute of Science BangaloreIN6 papers
- Indian Institute of Technology BHUIN5 papers
- Banaras Hindu UniversityIN4 papers
- Indian Institute of Technology BombayIN4 papers
- Indian Institute of Technology KanpurIN4 papers
- Indian Institute of Technology MadrasIN4 papers
- Inter-University Centre for Astronomy and AstrophysicsIN4 papers
- Jamia Millia IslamiaIN4 papers
- Sardar Vallabhbhai National Institute of Technology SuratIN4 papers
228 papers
SpecQuant: Speculative Decoding with Multi-Parent Quantization for Adaptive LLM Inference
Harish KB, Jagadeeswaran M, Pradheep P +2
Running large language models (LLMs) locally continues to be limited by restrictions of compute and memory on consumer hardware. The popular acceleration technologies, such as quan…
Exponential Pixelating Integral transform with dual fractal features for enhanced chest X-ray abnormality detection
Naveenraj Kamalakannan, Sri Ram Macharla, M Kanimozhi +1
The heightened prevalence of respiratory disorders, particularly exacerbated by a significant upswing in fatalities due to the novel coronavirus, underscores the critical need for…
FrugalSOT - Frugal Search Over the Models
Pradheep P, Yuvanesh S, Harish KB +4
In on-device NLP tasks, limited resources of embedded hardware, such as the Raspberry Pi 5, require efficient inference strategies. This paper introduces FrugalSOT (Frugal Search O…
Dark photon -- Assisted Primordial Magnetogenesis
Debottam Nandi, Debajyoti Choudhury
Magnetic fields observed across cosmic scales are difficult to explain within conventional physics. A primordial origin is, thus, often assumed. While a nonminimal coupling of the…
Quantum inspired qubit qutrit neural networks for real time financial forecasting
Kanishk Bakshi, Kathiravan Srinivasan
This research investigates the performance and efficacy of machine learning models in stock prediction, comparing Artificial Neural Networks (ANNs), Quantum Qubit-based Neural Netw…
VeriX-Anon: A Multi-Layered Framework for Mathematically Verifiable Outsourced Target-Driven Data Anonymization
Miit Daga, Swarna Priya Ramu
Organisations increasingly outsource privacy-sensitive data transformations to cloud providers, yet no practical mechanism lets the data owner verify that the contracted algorithm…