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Pengpeng Li

6 accepted papers

2026

A Shared-Control Teleoperation System Based on Potential-Field-Constraint Prediction

RA-L 2026

This paper presents a bilateral shared-control teleoperation system by establishing a human machine environment cooperative control framework to address performance degradation caused by communication delays and cluttered environments. Specifically, we develop a leader-side robot kinematic model wit

Cited by 0SourceScholar
2026

Learning Gaussian Mixture-distributed Prototypes for 3D Scene Graph Generation from RGB-D Sequences

ICML 2026poster

3D Scene Graph Generation (3DSGG) aims to create a structured representation of 3D environment by identifying objects as nodes and their relations as edges. Existing 3DSGG methods based on RGB-D sequences typically put much focus on the adaption of neural networks to robust node and edge feature ext…

Cited by 0SourceScholar
2026

Rethinking Rainy 3D Scene Reconstruction via Perspective Transforming and Brightness Tuning

AAAI 2026technical

Rain degrades the visual quality of multi-view images, which are essential for 3D scene reconstruction, resulting in inaccurate and incomplete reconstruction results. Existing datasets often overlook two critical characteristics of real rainy 3D scenes: the viewpoint-dependent variation in the appea

Cited by 0SourcePDFScholar
2024

Learning a Spiking Neural Network for Efficient Image Deraining

IJCAI 2024poster

Recently, spiking neural networks (SNNs) have demonstrated substantial potential in computer vision tasks. In this paper, we present an Efficient Spiking Deraining Network, called ESDNet. Our work is motivated by the observation that rain pixel values will lead to a more pronounced intensity of spik…

2022

Unpaired Deep Image Dehazing Using Contrastive Disentanglement Learning

ECCV 2022poster

"We offer a practical unpaired learning based image dehazing network from an unpaired set of clear and hazy images. This paper provides a new perspective to treat image dehazing as a two-class separated factor disentanglement task, i.e, the task-relevant factor of clear image reconstruction and the…

Cited by 45SourcePDFScholar