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Wei Ren

10 accepted papers

2026

VBGS-SLAM: Variational Bayesian Gaussian Splatting Simultaneous Localization and Mapping

ICRA 2026poster

3D Gaussian Splatting (3DGS) has shown promising results for 3D scene modeling using mixtures of Gaussians, yet its existing simultaneous localization and mapping (SLAM) variants typically rely on direct, deterministic pose optimization against the splat map, making them sensitive to initialization …

2025

FCoDT-Net: A Novel Framework for High-Precision Medical Image Segmentation Using Contextual Distillation Transformer

ICASSP 2025accepted

Current methods in medical image semantic segmentation often rely on simple skip connections within U-shaped network structures. These approaches fail to bridge the semantic gap between the encoder and decoder module and do not fully exploit the rich contextual information among. The unused informat…

Cited by 0SourceScholar
2024

A Facial Expression Transfer Method Based on 3DMM and Diffusion Models

ICASSP 2024accepted

Due to the complex geometric features of facial expressions, achieving realistic facial expression transfer is a challenging task. This paper proposes a two-stage facial expression transfer method based on 3D Morphable Model (3DMM) and diffusion models. In the first stage, 3DMM-based DECA model is e…

Cited by 0SourceScholar
2023

Fast Fluid Simulation via Dynamic Multi-Scale Gridding

AAAI 2023technical

Recent works on learning-based frameworks for Lagrangian (i.e., particle-based) fluid simulation, though bypassing iterative pressure projection via efficient convolution operators, are still time-consuming due to excessive amount of particles. To address this challenge, we propose a dynamic multi-s…

Cited by 4SourcePDFScholar
2022

Multi-Terrain Velocity Control of the Spherical Robot by Online Obtaining the Uncertainties in the Dynamics

RA-L 2022

One controller cannot work on multiple and unknown terrains in the velocity control of the spherical robot, because the dynamic models of the robot vary on different terrains, and unmodeled dynamics and uncertainties exist in estimated dynamic models. Based on the above problem, a new velocity contr

Cited by 24SourceScholar