129 citations · 129 across the 5 of their papers we have counts for
7 papers
Kuration SDK: Addressing the Virtual2Real Gap via Data Curation
Nirmit Desai, Eric Song, Mayank Sengupta +4
Benchmarks for measuring the quality of action-conditioned world models are still evolving and shifting away from visual similarity-based metrics to action-semantic and physically-…
LeCuration: A Tiny World Model as a Data Curation Multi-Tool
Mayank Sengupta, Nirmit Desai, Eric Song +1
Many applications of physical AI run within finite or closed physical worlds with a limited set of physical laws governing object behavior. Examples include robots working in a war…
UniK: Universal Knowledge Perception for Digital and Physical AI
Nirmit Desai, Kunal Sawarkar, Aditya Mahakali +3
Two transformative classes of AI systems are reshaping how organizations operate: \textit{digital AI}, which reasons over enterprise knowledge to power chatbots and agent workflows…
MetaGen Blended RAG: Unlocking Zero-Shot Precision for Specialized Domain Question-Answering
Kunal Sawarkar, Shivam R. Solanki, Abhilasha Mangal
Retrieval-Augmented Generation (RAG) struggles with domain-specific enterprise datasets, often isolated behind firewalls and rich in complex, specialized terminology unseen by LLMs…
Blended RAG: Improving RAG (Retriever-Augmented Generation) Accuracy with Semantic Search and Hybrid Query-Based Retrievers
Kunal Sawarkar, Abhilasha Mangal, Shivam Raj Solanki
Retrieval-Augmented Generation (RAG) is a prevalent approach to infuse a private knowledge base of documents with Large Language Models (LLM) to build Generative Q\&A (Question-Ans…
Automated Metadata Harmonization Using Entity Resolution & Contextual Embedding
Kunal Sawarkar, Meenkakshi Kodati
ML Data Curation process typically consist of heterogeneous & federated source systems with varied schema structures; requiring curation process to standardize metadata from differ…
Dynamically Tie the Right Offer to the Right Customer in Telecommunications Industry
Kunal Sawarkar, Sanket Jain
For a successful business, engaging in an effective campaign is a key task for marketers. Most previous studies used various mathematical models to segment customers without consid…