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Yuanlin Zhang

6 accepted papers

2026

FlowFM: Advancing Dark Optical Flow Estimation with Flow Matching

CVPR 2026

Dark optical flow estimation (DOFE) faces critical challenges: discriminative models are less robust to noise and struggle with weakened motion patterns, while diffusion models suffer from discontinuous flow fields and low efficiency. Flow matching (FM), though efficient, remains underexplored for c

Cited by 0SourceScholar
2025

CoDifFu: Diffusion-Based Collaborative Perception with Efficient Heterogeneous Feature Fusion

IROS 2025

Multi-Agent collaborative perception is currently experiencing a surge in attention as a novel approach to addressing autonomous driving challenges. Despite advances in previous efforts, challenges remain due to various dilemmas in the perception process, such as imperfect localization and collabora

Cited by 0SourceScholar
2025

Diffusion Model with Multi-layer Wavelet Transform for Low-Light Image Enhancement

ICASSP 2025accepted

Low-light image enhancement methods based on diffusion models, though effective in improving image quality, often overrely on noise sensitivity and neglect the reconstruction deviations due to the naive up- and down-sampling operations. To address this issue, we propose a novel diffusion model, MWT-…

Cited by 0SourceScholar
2024

SPGFusion: A Semantic Prior Guided Infrared and Visible Image Fusion Network

ICASSP 2024accepted

Infrared and visible image fusion is an important multimodal image processing task that aims to enhance computer vision performance by effectively fusing infrared and visible images. Although in recent years, many deep learning-based methods for infrared and visible image fusion have emerged. Howeve…

Cited by 0SourceScholar
2023

A Study of Students’ Learning of Computing through an LP-Based Integrated Curriculum for Middle Schools

AAAI 2023technical

There has been a consensus on integrating Computing into the teaching and learning of STEM (Science, Technology, Engineering and Math) subjects in K-12 (Kindergarten to 12th grade in the US education system). However, rigorous study on the impact of an integrated curriculum on students' learning in…

Cited by 0SourcePDFScholar
2021

Reinforcement Learning Control of A Novel Magnetic Actuated Flexible-joint Robotic Camera System for Single Incision Laparoscopic Surgery

ICRA 2021poster

This paper describes the control of a novel Magnetic Actuated Flexible-joint Robotic Surgical (MAFRS) camera system with four degrees of freedom (4-DOF) for single incision laparoscopic surgery. Based on the idea of motion decoupling, we designed a novel MAFRS system which is consists of an external…

Cited by 6SourceScholar