Jiangpeng He

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 59

Top Topics

Incremental Learning

Image Generation

Top Venues

Imaging and Multimedia Analytics at the Edge

Publications

Siddeshwar Raghavan, Jiangpeng He, Fengqing Zhu
DELTA: Decoupling Long-Tailed Online Continual Learning. CoRR (2024)
Yuning Huang, Mohamed Abul Hassan, Jiangpeng He, Janine A. Higgins, Megan A. McCrory, Heather A. Eicher-Miller, John Graham Thomas, Edward Sazonov, Fengqing Maggie Zhu
Automatic Recognition of Food Ingestion Environment from the AIM-2 Wearable Sensor. CoRR (2024)
Siddeshwar Raghavan, Jiangpeng He, Fengqing Zhu
Online Class-Incremental Learning For Real-World Food Image Classification. WACV (2024)
Gautham Vinod, Jiangpeng He, Zeman Shao, Fengqing Zhu
Food Portion Estimation via 3D Object Scaling. CoRR (2024)
Justin Yang, Zhihao Duan, Andrew Peng, Yuning Huang, Jiangpeng He, Fengqing Zhu
Probing Image Compression for Class-Incremental Learning. PCS (2024)
Jiangpeng He, Yuhao Chen, Gautham Vinod, Talha Ibn Mahmud, Fengqing Zhu, Edward J. Delp, Alexander Wong, Pengcheng Xi, Ahmad AlMughrabi, Umair Haroon, Ricardo Marques, Petia Radeva, Jiadong Tang, Dianyi Yang, Yu Gao, Zhaoxiang Liang, Yawei Jueluo, Chengyu Shi, Pengyu Wang
MetaFood CVPR 2024 Challenge on Physically Informed 3D Food Reconstruction: Methods and Results. CoRR (2024)
Fiona R. Kolbinger, Jiangpeng He, Jinge Ma, Fengqing Zhu
Strategies to Improve Real-World Applicability of Laparoscopic Anatomy Segmentation Models. CoRR (2024)
Justin Yang, Zhihao Duan, Andrew Peng, Yuning Huang, Jiangpeng He, Fengqing Zhu
Probing Image Compression For Class-Incremental Learning. CoRR (2024)
Justin Yang, Zhihao Duan, Jiangpeng He, Fengqing Zhu
Learning to Classify New Foods Incrementally Via Compressed Exemplars. CoRR (2024)
Jiangpeng He, Fengqing Zhu
Gradient Reweighting: Towards Imbalanced Class-Incremental Learning. CoRR (2024)
Jack Ma, Jiangpeng He, Fengqing Zhu
An Improved Encoder-Decoder Framework for Food Energy Estimation. MADiMa@MM (2023)
Zhihao Duan, Jack Ma, Jiangpeng He, Fengqing Zhu
An Improved Upper Bound on the Rate-Distortion Function of Images. ICIP (2023)
Jiangpeng He, Luotao Lin, Jack Ma, Heather A. Eicher-Miller, Fengqing Zhu
Long-Tailed Continual Learning For Visual Food Recognition. CoRR (2023)
Siddeshwar Raghavan, Jiangpeng He, Fengqing Zhu
Online Class-Incremental Learning For Real-World Food Classification. CoRR (2023)
Jiangpeng He, Fengqing Zhu
Single-Stage Heavy-Tailed Food Classification. ICIP (2023)
Jiangpeng He, Fengqing Zhu
Single-Stage Heavy-Tailed Food Classification. CoRR (2023)
Wenjin Fu, Yue Han, Jiangpeng He, Sriram Baireddy, Mridul Gupta, Fengqing Zhu
Conditional synthetic food image generation. Imaging and Multimedia Analytics at the Edge (2023)
Xinyue Pan, Jiangpeng He, Fengqing Zhu
Muti-Stage Hierarchical Food Classification. MADiMa@MM (2023)
Xinyue Pan, Jiangpeng He, Fengqing Zhu
Personalized Food Image Classification: Benchmark Datasets and New Baseline. CoRR (2023)
Wenjin Fu, Yue Han, Jiangpeng He, Sriram Baireddy, Mridul Gupta, Fengqing Zhu
Conditional Synthetic Food Image Generation. CoRR (2023)
Jack Ma, Jiangpeng He, Fengqing Zhu
An Improved Encoder-Decoder Framework for Food Energy Estimation. CoRR (2023)
Xinyue Pan, Jiangpeng He, Fengqing Zhu
Personalized Food Image Classification: Benchmark Datasets and New Baseline. ACSSC (2023)
Andrew Peng, Jiangpeng He, Fengqing Zhu
Self-supervised visual representation learning on food images. Imaging and Multimedia Analytics at the Edge (2023)
Yue Han, Jiangpeng He, Mridul Gupta, Edward J. Delp, Fengqing Zhu
Diffusion Model with Clustering-based Conditioning for Food Image Generation. MADiMa@MM (2023)
Yue Han, Jiangpeng He, Mridul Gupta, Edward J. Delp, Fengqing Zhu
Diffusion Model with Clustering-based Conditioning for Food Image Generation. CoRR (2023)
Zeman Shao, Gautham Vinod, Jiangpeng He, Fengqing Zhu
An End-to-End Food Portion Estimation Framework Based on Shape Reconstruction from Monocular Image. ICME (2023)
Andrew Peng, Jiangpeng He, Fengqing Zhu
Self-Supervised Visual Representation Learning on Food Images. CoRR (2023)
Zeman Shao, Gautham Vinod, Jiangpeng He, Fengqing Zhu
An End-to-end Food Portion Estimation Framework Based on Shape Reconstruction from Monocular Image. CoRR (2023)
Xinyue Pan, Jiangpeng He, Fengqing Zhu
Muti-Stage Hierarchical Food Classification. CoRR (2023)
Xinyue Pan, Jiangpeng He, Andrew Peng, Fengqing Zhu
Simulating Personal Food Consumption Patterns using a Modified Markov Chain. MADiMa @ ACM Multimedia (2022)
Xinyue Pan, Jiangpeng He, Andrew Peng, Fengqing Zhu
Simulating Personal Food Consumption Patterns using a Modified Markov Chain. CoRR (2022)
Zeman Shao, Jiangpeng He, Ya-Yuan Yu, Luotao Lin, Alexandra Cowan, Heather A. Eicher-Miller, Fengqing Zhu
Towards the creation of a nutrition and food group based image database. Imaging and Multimedia Analytics at the Edge (2022)
Jiangpeng He, Fengqing Zhu
Online Continual Learning Via Candidates Voting. WACV (2022)
Jiangpeng He, Luotao Lin, Heather A. Eicher-Miller, Fengqing Zhu
Long-tailed Food Classification. CoRR (2022)
Zeman Shao, Jiangpeng He, Ya-Yuan Yu, Luotao Lin, Alexandra Cowan, Heather A. Eicher-Miller, Fengqing Zhu
Towards the Creation of a Nutrition and Food Group Based Image Database. CoRR (2022)
Jiangpeng He, Fengqing Zhu
Out-Of-Distribution Detection In Unsupervised Continual Learning. CoRR (2022)
Jiangpeng He, Fengqing Zhu
Out-Of-Distribution Detection In Unsupervised Continual Learning. CVPR Workshops (2022)
Jiangpeng He, Fengqing Zhu
Exemplar-Free Online Continual Learning. ICIP (2022)
Jiangpeng He, Fengqing Zhu
Exemplar-free Online Continual Learning. CoRR (2022)
Jiangpeng He, Fengqing Zhu
Online Continual Learning Via Candidates Voting. CoRR (2021)
Jiangpeng He, Fengqing Zhu
Online Continual Learning For Visual Food Classification. CoRR (2021)
Jiangpeng He, Fengqing Zhu
Unsupervised Continual Learning Via Pseudo Labels. CoRR (2021)
Jiangpeng He, Runyu Mao, Zeman Shao, Janine L. Wright, Deborah A. Kerr, Carol J. Boushey, Fengqing Zhu
An End-to-End Food Image Analysis System. IMAWM (2021)
Zeman Shao, Yue Han, Jiangpeng He, Runyu Mao, Janine Wright, Deborah A. Kerr, Carol Jo Boushey, Fengqing Zhu
An Integrated System for Mobile Image-Based Dietary Assessment. AIxFood @ ACM Multimedia (2021)
Jiangpeng He, Runyu Mao, Zeman Shao, Janine L. Wright, Deborah A. Kerr, Carol J. Boushey, Fengqing Zhu
An End-to-End Food Image Analysis System. CoRR (2021)
Zeman Shao, Shaobo Fang, Runyu Mao, Jiangpeng He, Janine Wright, Deborah A. Kerr, Carol Jo Boushey, Fengqing Zhu
Towards Learning Food Portion From Monocular Images With Cross-Domain Feature Adaptation. CoRR (2021)
Jiangpeng He, Fengqing Zhu
Online Continual Learning For Visual Food Classification. ICCVW (2021)
Jiangpeng He, Fengqing Zhu
Unsupervised Continual Learning via Pseudo Labels. CSSL (2021)
Zeman Shao, Yue Han, Jiangpeng He, Runyu Mao, Janine Wright, Deborah A. Kerr, Carol J. Boushey, Fengqing Zhu
An Integrated System for Mobile Image-Based Dietary Assessment. CoRR (2021)
Zeman Shao, Shaobo Fang, Runyu Mao, Jiangpeng He, Janine L. Wright, Deborah A. Kerr, Carol J. Boushey, Fengqing Zhu
Towards Learning Food Portion From Monocular Images With Cross-Domain Feature Adaptation. MMSP (2021)
Runyu Mao, Jiangpeng He, Luotao Lin, Zeman Shao, Heather A. Eicher-Miller, Fengqing Zhu
Improving Dietary Assessment Via Integrated Hierarchy Food Classification. MMSP (2021)
Runyu Mao, Jiangpeng He, Luotao Lin, Zeman Shao, Heather A. Eicher-Miller, Fengqing Zhu
Improving Dietary Assessment Via Integrated Hierarchy Food Classification. CoRR (2021)
Runyu Mao, Jiangpeng He, Zeman Shao, Sri Kalyan Yarlagadda, Fengqing Zhu
Visual Aware Hierarchy Based Food Recognition. CoRR (2020)
Runyu Mao, Jiangpeng He, Zeman Shao, Sri Kalyan Yarlagadda, Fengqing Zhu
Visual Aware Hierarchy Based Food Recognition. ICPR Workshops (5) (2020)
Jiangpeng He, Zeman Shao, Janine Wright, Deborah A. Kerr, Carol J. Boushey, Fengqing Zhu
Multi-Task Image-Based Dietary Assessment for Food Recognition and Portion Size Estimation. CoRR (2020)
Jiangpeng He, Runyu Mao, Zeman Shao, Fengqing Zhu
Incremental Learning In Online Scenario. CoRR (2020)
Jiangpeng He, Zeman Shao, Janine Wright, Deborah A. Kerr, Carol J. Boushey, Fengqing Zhu
Multi-task Image-Based Dietary Assessment for Food Recognition and Portion Size Estimation. MIPR (2020)
Jiangpeng He, Runyu Mao, Zeman Shao, Fengqing Zhu
Incremental Learning in Online Scenario. CVPR (2020)
Jiangpeng He, Kyle Ziga, Judy Bagchi, Fengqing Zhu
CNN Based Parameter Optimization for Texture Synthesis. Material Appearance (2019)