838 citations
- Microsoft Research (India)IN10 papers
- Indian Institute of Technology HyderabadIN8 papers
- Microsoft (United States)US6 papers
- Indian Institute of Technology KharagpurIN4 papers
- International Institute of Information Technology, HyderabadIN4 papers
- Carnegie Mellon UniversityUS3 papers
- Indian Institute of Technology DelhiIN3 papers
- Indraprastha Institute of Information Technology DelhiIN3 papers
- IBM Research - IndiaIN2 papers
- Indian Institute of Science BangaloreIN2 papers
- International Institute of Information TechnologyIN2 papers
- Laboratoire Bordelais de Recherche en InformatiqueFR2 papers
48 papers
Intelligent Pooling: Proactive Resource Provisioning in Large-scale Cloud Service
Deepak Ravikumar, Alex Yeo, Yiwen Zhu +11
The proliferation of big data and analytic workloads has driven the need for cloud compute and cluster-based job processing. With Apache Spark, users can process terabytes of data…
SLIP: Securing LLMs IP Using Weights Decomposition
Yehonathan Refael, Adam Hakim, Lev Greenberg +6
Large language models (LLMs) have recently seen widespread adoption in both academia and industry. As these models grow, they become valuable intellectual property (IP), reflecting…
Multimodal Healthcare AI: Identifying and Designing Clinically Relevant Vision-Language Applications for Radiology
Nur Yildirim, Hannah Richardson, Maria T. Wetscherek +18
Recent advances in AI combine large language models (LLMs) with vision encoders that bring forward unprecedented technical capabilities to leverage for a wide range of healthcare a…
Streaming Bilingual End-to-End ASR model using Attention over Multiple Softmax
Aditya Patil, Vikas Joshi, Purvi Agrawal +1
Even with several advancements in multilingual modeling, it is challenging to recognize multiple languages using a single neural model, without knowing the input language and most…
Deep Neural Networks and Brain Alignment: Brain Encoding and Decoding (Survey)
Subba Reddy Oota, Zijiao Chen, Manish Gupta +4
Can artificial intelligence unlock the secrets of the human brain? How do the inner mechanisms of deep learning models relate to our neural circuits? Is it possible to enhance AI b…
Transformative Effects of ChatGPT on Modern Education: Emerging Era of AI Chatbots
Sukhpal Singh Gill, Minxian Xu, Panos Patros +18
ChatGPT, an AI-based chatbot, was released to provide coherent and useful replies based on analysis of large volumes of data. In this article, leading scientists, researchers and e…