Search Results for author: Jimmy Li

Found 4 papers, 1 papers with code

PhotoBot: Reference-Guided Interactive Photography via Natural Language

no code implementations19 Jan 2024 Oliver Limoyo, Jimmy Li, Dmitriy Rivkin, Jonathan Kelly, Gregory Dudek

We leverage a visual language model (VLM) and an object detector to characterize the reference images via textual descriptions and then use a large language model (LLM) to retrieve relevant reference images based on a user's language query through text-based reasoning.

Language Modelling Large Language Model +2

Anomaly Detection for Scalable Task Grouping in Reinforcement Learning-based RAN Optimization

no code implementations6 Dec 2023 Jimmy Li, Igor Kozlov, Di wu, Xue Liu, Gregory Dudek

This coincides with a rapid increase in the number of cell sites worldwide, driven largely by dramatic growth in cellular network traffic.

Anomaly Detection

Policy Reuse for Communication Load Balancing in Unseen Traffic Scenarios

no code implementations22 Mar 2023 Yi Tian Xu, Jimmy Li, Di wu, Michael Jenkin, Seowoo Jang, Xue Liu, Gregory Dudek

When deploying to an unknown traffic scenario, we select a policy from the policy bank based on the similarity between the previous-day traffic of the current scenario and the traffic observed during training.

Reinforcement Learning (RL)

Underwater Multi-Robot Convoying using Visual Tracking by Detection

1 code implementation25 Sep 2017 Florian Shkurti, Wei-Di Chang, Peter Henderson, Md Jahidul Islam, Juan Camilo Gamboa Higuera, Jimmy Li, Travis Manderson, Anqi Xu, Gregory Dudek, Junaed Sattar

We present a robust multi-robot convoying approach that relies on visual detection of the leading agent, thus enabling target following in unstructured 3-D environments.

object-detection Object Detection +1

Cannot find the paper you are looking for? You can Submit a new open access paper.