Search Results for author: Shishir Patil

Found 2 papers, 2 papers with code

LLoCO: Learning Long Contexts Offline

2 code implementations11 Apr 2024 Sijun Tan, Xiuyu Li, Shishir Patil, Ziyang Wu, Tianjun Zhang, Kurt Keutzer, Joseph E. Gonzalez, Raluca Ada Popa

We introduce LLoCO, a technique that combines context compression, retrieval, and parameter-efficient finetuning using LoRA.

4k In-Context Learning +1

Learning Embeddings that Capture Spatial Semantics for Indoor Navigation

1 code implementation31 Jul 2021 Vidhi Jain, Prakhar Agarwal, Shishir Patil, Katia Sycara

We know that humans can search for an object like a book, or a plate in an unseen house, based on the spatial semantics of bigger objects detected.

Object

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