Juan Pablo Muñoz

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 11

Top Topics

Neural Architecture

Unscented Kalman Filter

Object Detection

Top Venues

IEEE Trans. Mob. Comput.

Publications

Juan Pablo Muñoz, Jinjie Yuan, Yi Zheng, Nilesh Jain
LoNAS: Elastic Low-Rank Adapters for Efficient Large Language Models. LREC/COLING (2024)
Sixing Yu, Juan Pablo Muñoz, Ali Jannesari
Federated Foundation Models: Privacy-Preserving and Collaborative Learning for Large Models. LREC/COLING (2024)
Juan Pablo Muñoz, Yi Zheng, Nilesh Jain
EFTNAS: Searching for Efficient Language Models in First-Order Weight-Reordered Super-Networks. LREC/COLING (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 Muñoz, Theodore L. Willke, Tim Mattson, Ali Jannesari
The Landscape and Challenges of HPC Research and LLMs. CoRR (2024)
Waqwoya Abebe, Juan Pablo Muñoz, Ali Jannesari
LEFL: Low Entropy Client Sampling in Federated Learning. CoRR (2023)
Yash Akhauri, Juan Pablo Muñoz, Nilesh Jain, Ravi Iyer
EZNAS: Evolving Zero-Cost Proxies For Neural Architecture Scoring. NeurIPS (2022)
Daniel Cummings, Anthony Sarah, Sharath Nittur Sridhar, Maciej Szankin, Juan Pablo Muñoz, Sairam Sundaresan
A Hardware-Aware Framework for Accelerating Neural Architecture Search Across Modalities. CoRR (2022)
Juan Pablo Muñoz, Nikolay Lyalyushkin, Chaunte Willetta Lacewell, Anastasia Senina, Daniel Cummings, Anthony Sarah, Alexander Kozlov, Nilesh Jain
Automated Super-Network Generation for Scalable Neural Architecture Search. AutoML (2022)
Juan Pablo Muñoz, Scott Dexter
Improving Place Recognition Using Dynamic Object Detection. CoRR (2020)
Bing Li, Juan Pablo Muñoz, Xuejian Rong, Qingtian Chen, Jizhong Xiao, Yingli Tian, Aries Arditi, Mohammed Yousuf
Vision-Based Mobile Indoor Assistive Navigation Aid for Blind People. IEEE Trans. Mob. Comput. 18 (3) (2019)
Juan Pablo Muñoz, Mario E. Magaña, Eduardo Cotilla Sanchez
Adaptive master-slave unscented Kalman filter for grid voltage frequency estimation. IET Signal Process. 12 (4) (2018)
Elizabeth Sklar, Simon Parsons, Susan L. Epstein, Arif Tuna Ozgelen, Juan Pablo Muñoz, Farah Abbasi, Eric Schneider, Michael Costantino
Learning to Avoid Collisions. AAAI Fall Symposium: Robots Learning Interactively from Human Teachers (2012)
Arif Tuna Ozgelen, Michael Costantino, Adiba Ishak, Moses Kingston, Diquan Moore, Samuel Sanchez, Juan Pablo Muñoz, Simon Parsons, Elizabeth Sklar
Approaches to Multi-Robot Exploration and Localization. AAAI (2011)
Elizabeth Sklar, Arif Tuna Ozgelen, Juan Pablo Muñoz, Joel Gonzalez, Mark Manashirov, Susan L. Epstein, Simon Parsons
Designing the HRTeam Framework: Lessons Learned from a Rough-and-Ready Human/Multi-Robot Team. AAMAS Workshops (2011)
Elizabeth Sklar, Susan L. Epstein, Simon Parsons, Arif Tuna Ozgelen, Juan Pablo Muñoz, Joel Gonzalez
A Framework in which Robots and Humans Help Each Other. AAAI Spring Symposium: Help Me Help You: Bridging the Gaps in Human-Agent Collaboration (2011)
Juan Pablo Muñoz, Arif Tuna Ozgelen, Elizabeth Sklar
Learning from Demonstration in Spatial Exploration. AAAI (2011)
Elizabeth Sklar, Simon Parsons, Susan L. Epstein, Arif Tuna Ozgelen, George Rabanca, Sam Anzaroot, Joel Gonzalez, Jesse Lopez, Mitch Lustig, Linda Ma, Mark Manashirov, Juan Pablo Muñoz, S. Bruno Salazar, Miriam Schwartz
Developing a Framework for Team-Based Robotics Research. Enabling Intelligence through Middleware (2010)