Search Results for author: Gautam Mittal

Found 3 papers, 3 papers with code

Towards Language Models That Can See: Computer Vision Through the LENS of Natural Language

1 code implementation28 Jun 2023 William Berrios, Gautam Mittal, Tristan Thrush, Douwe Kiela, Amanpreet Singh

We propose LENS, a modular approach for tackling computer vision problems by leveraging the power of large language models (LLMs).

Descriptive Language Modelling +1

Balsa: Learning a Query Optimizer Without Expert Demonstrations

1 code implementation5 Jan 2022 Zongheng Yang, Wei-Lin Chiang, Sifei Luan, Gautam Mittal, Michael Luo, Ion Stoica

Query optimizers are a performance-critical component in every database system.

Symbolic Music Generation with Diffusion Models

1 code implementation30 Mar 2021 Gautam Mittal, Jesse Engel, Curtis Hawthorne, Ian Simon

Score-based generative models and diffusion probabilistic models have been successful at generating high-quality samples in continuous domains such as images and audio.

Music Generation

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