Search Results for author: Jiacong Xu

Found 4 papers, 1 papers with code

Leveraging Thermal Modality to Enhance Reconstruction in Low-Light Conditions

no code implementations21 Mar 2024 Jiacong Xu, Mingqian Liao, K Ram Prabhakar, Vishal M. Patel

To address these issues, we present Thermal-NeRF, which takes thermal and visible raw images as inputs, considering the thermal camera is robust to the illumination variation and raw images preserve any possible clues in the dark, to accomplish visible and thermal view synthesis simultaneously.

3D Reconstruction Novel View Synthesis

Communication-Efficient Design of Learning System for Energy Demand Forecasting of Electrical Vehicles

no code implementations4 Sep 2023 Jiacong Xu, Riley Kilfoyle, Zixiang Xiong, Ligang Lu

In this paper, we propose a communication-efficient time series forecasting model combining the most recent advancements in transformer architectures implemented across a geographically dispersed series of EV charging stations and an efficient variant of federated learning (FL) to enable distributed training.

Federated Learning Time Series +2

PIDNet: A Real-time Semantic Segmentation Network Inspired by PID Controllers

5 code implementations CVPR 2023 Jiacong Xu, Zixiang Xiong, Shankar P. Bhattacharyya

To alleviate this problem, we propose a novel three-branch network architecture: PIDNet, which contains three branches to parse detailed, context and boundary information, respectively, and employs boundary attention to guide the fusion of detailed and context branches.

Real-Time Semantic Segmentation

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