no code implementations • 3 Feb 2024 • Le Chen, Nesreen K. Ahmed, Akash Dutta, Arijit Bhattacharjee, Sixing Yu, Quazi Ishtiaque Mahmud, Waqwoya Abebe, Hung Phan, Aishwarya Sarkar, Branden Butler, Niranjan Hasabnis, Gal Oren, Vy A. Vo, Juan Pablo Munoz, Theodore L. Willke, Tim Mattson, Ali Jannesari
Recently, language models (LMs), especially large language models (LLMs), have revolutionized the field of deep learning.
no code implementations • 19 May 2022 • Daniel Cummings, Anthony Sarah, Sharath Nittur Sridhar, Maciej Szankin, Juan Pablo Munoz, Sairam Sundaresan
Recent advances in Neural Architecture Search (NAS) such as one-shot NAS offer the ability to extract specialized hardware-aware sub-network configurations from a task-specific super-network.
no code implementations • NeurIPS Workshop AIPLANS 2021 • Yash Akhauri, Juan Pablo Munoz, Ravishankar Iyer, Nilesh Jain
Neural networks are becoming increasingly ubiquitous in a wide range of use cases.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +4
no code implementations • 11 Feb 2020 • Juan Pablo Munoz, Scott Dexter
We present a novel approach to place recognition well-suited to environments with many dynamic objects--objects that may or may not be present in an agent's subsequent visits.