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交通视觉算法工程师

现负责图像生成与模型轻量化

📫 Info

  • Kaggle Master
  • Parallel Interactive Transformer作者 (CVPR 2022)
  • Deep Compressive Sensing‐based q‐space Learning作者
  • 欢迎私信探讨生成模型在宠物行业的落地性应用与技术性问题
  • 图像生成,图像匹配,图像分割,图像分类,图像超分辨率,深度估计,姿态估计,目标检测

✨ Footprint

  • 2022 Kaggle HuBMAP + HPA - Hacking the Human Body: 金牌
  • 2024 Kaggle CVPR Image Matching Challenge: 银牌
  • 2024 Kaggle HMS - Harmful Brain Activity Classification: 银牌
  • 2024 Kaggle SenNet + HOA - Hacking the Human Vasculature in 3D: 银牌
  • 2023 Kaggle UBC Ovarian Cancer Subtype Classification and Outlier Detection: 银牌
  • 2024 PRCV广域红外小目标检测挑战赛:冠军
  • 2023 科大讯飞脑PET图像分析和疾病预测挑战赛: 冠军
  • 2022 百度时序提名动作定位大赛: 冠军
  • 2021 CCF婴儿超声波血管瘤分割挑战赛: 冠军
  • 2023 科大讯飞粮食和经济作物病害图像识别挑战赛: 亚军
  • 2021 华为云阿尔茨海默症分类技术挑战赛: 季军
  • 2024 **航天“智衡屋”AI挑战赛赛道二遥感目标识别赛:季军
  • 2022 MICCAI偏头痛患者dMRI超分辨率竞赛: 第五名
  • 2022 CVPR-NTIRE双目图像超分辨率竞赛: 第七名

✨ Paper

  • Brain tumor segmentation via uncertainty guided Transformer, MBEC 2023
  • Deep-based super-angular resolution for diffusion imaging, PRCV 2021
  • Graph Convolutional Network with Attention Mechanism Improve Major Depressive Depression Diagnoisis Based on Plasma Biomarkers and Neuroimaging Data, JAD 2024
  • NTIRE 2022 challenge on stereo image super-resolution: methods and results, CVPR 2022
  • Super-resolved q-space learning for diffusion MRI, Medical Physics 2023
  • Validation of deep learning techniques for quality augmentation in diffusion MRI for clinical studies, NeuroImage 2023
  • Vibration-based bridge damage detection using convolutional autoencoder and gradient boosting decision tree, Civil Engineering 2024

Chenxu Peng's Projects

2s-agcn icon 2s-agcn

Two-Stream Adaptive Graph Convolutional Networks for Skeleton-Based Action Recognition in CVPR19

as-gcn icon as-gcn

The model architecture of AS-GCN (for human action recognition)

brats icon brats

PyTorch & Keras implementation for BraTs (Brain Tumor Segmentation)

conet icon conet

Code for ECCV 2020 paper. "Accurate RGB-D Salient Object Detection via Collaborative Learning".

cswin-transformer icon cswin-transformer

CSWin Transformer: A General Vision Transformer Backbone with Cross-Shaped, CVPR 2022

cv_interviews_q-a icon cv_interviews_q-a

CV算法岗知识点及面试问答汇总,主要分为计算机视觉、机器学习、图像处理和 C++基础四大块,一起努力向offers发起冲击!

danet icon danet

Dual Attention Network for Scene Segmentation (CVPR2019)

ie-net icon ie-net

official code of "Eliminating Indefiniteness of Clinical Spectrum for Better Screening COVID-19", accepted by IEEE Journal of Biomedical and Health Informatics (JBHI2021).

ipassr icon ipassr

[CVPRW 2021] Symmetric Parallax Attention for Stereo Image Super-Resolution

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