Online Continual Learning For Visual Food Classification

15 August 2021

Jiangpeng He

Papers citing "Online Continual Learning For Visual Food Classification"

35 / 35 papers shown

Title
MetaCLBench: Meta Continual Learning Benchmark on Resource-Constrained Edge Devices Sijia Li Young D. Kwon Lik-Hang Lee Pan Hui 34 0 0 31 Mar 2025
MFP3D: Monocular Food Portion Estimation Leveraging 3D Point Clouds Jinge Ma Xiaoyan Zhang Gautham Vinod S. Raghavan Jiangpeng He F. Zhu 29 1 0 14 Nov 2024
Online-LoRA: Task-free Online Continual Learning via Low Rank Adaptation Xiwen Wei Guihong Li R. Marculescu 42 2 0 08 Nov 2024
A SAM based Tool for Semi-Automatic Food Annotation Lubnaa Abdur Rahman Ioannis Papathanail Lorenzo Brigato S. Mougiakakou 21 0 0 11 Oct 2024
MetaFood3D: Large 3D Food Object Dataset with Nutrition Values Yuhao Chen Jiangpeng He Chris Czarnecki Gautham Vinod Talha Ibn Mahmud ... Saeejith Nair Pengcheng Xi A. Wong Edward J. Delp Fengqing Zhu 36 0 0 03 Sep 2024
LLaVA-Chef: A Multi-modal Generative Model for Food Recipes Fnu Mohbat Mohammed J. Zaki 27 7 0 29 Aug 2024
FMiFood: Multi-modal Contrastive Learning for Food Image Classification Xinyue Pan Jiangpeng He F. Zhu 16 2 0 07 Aug 2024
ER-FSL: Experience Replay with Feature Subspace Learning for Online Continual Learning Huiwei Lin CLL 13 0 0 17 Jul 2024
MetaFood CVPR 2024 Challenge on Physically Informed 3D Food Reconstruction: Methods and Results Jiangpeng He Yuhao Chen Gautham Vinod Talha Ibn Mahmud Fengqing Zhu ... Yu Gao Zhaoxiang Liang Yawei Jueluo Chengyu Shi Pengyu Wang 40 1 0 12 Jul 2024
Learning to Classify New Foods Incrementally Via Compressed Exemplars Justin Yang Zhihao Duan Jiangpeng He F. Zhu CLL 69 1 0 11 Apr 2024
DELTA: Decoupling Long-Tailed Online Continual Learning S. Raghavan Jiangpeng He F. Zhu 67 2 0 06 Apr 2024
Orchestrate Latent Expertise: Advancing Online Continual Learning with Multi-Level Supervision and Reverse Self-Distillation Hongwei Yan Liyuan Wang Kaisheng Ma Yi Zhong CLL 35 3 0 30 Mar 2024
HPCR: Holistic Proxy-based Contrastive Replay for Online Continual Learning Huiwei Lin Shanshan Feng Baoquan Zhang Xutao Li Y. Ong CLL 25 0 0 26 Sep 2023
Personalized Food Image Classification: Benchmark Datasets and New Baseline Xinyue Pan Jiangpeng He Fengqing M Zhu 53 5 0 15 Sep 2023
UER: A Heuristic Bias Addressing Approach for Online Continual Learning Huiwei Lin Shanshan Feng Baoquan Zhang Hongliang Qiao Xutao Li Yunming Ye CLL 21 4 0 08 Sep 2023
Muti-Stage Hierarchical Food Classification Xinyue Pan Jiangpeng He Fengqing M Zhu 56 7 0 03 Sep 2023
An Improved Encoder-Decoder Framework for Food Energy Estimation Jack Ma Jiangpeng He Fengqing M Zhu 61 3 0 01 Sep 2023
Diffusion Model with Clustering-based Conditioning for Food Image Generation Yue Han Jiangpeng He Mridul Gupta Edward J. Delp Fengqing M Zhu 44 6 0 01 Sep 2023
An End-to-end Food Portion Estimation Framework Based on Shape Reconstruction from Monocular Image Zeman Shao Gautham Vinod Jiangpeng He F. Zhu 17 13 0 03 Aug 2023
Single-Stage Heavy-Tailed Food Classification Jiangpeng He F. Zhu 10 9 0 01 Jul 2023
Long-Tailed Continual Learning For Visual Food Recognition Jiangpeng He Luotao Lin Jack Ma H. Eicher-Miller F. Zhu Fengqing M Zhu 59 14 0 01 Jul 2023
PCR: Proxy-based Contrastive Replay for Online Class-Incremental Continual Learning Huiwei Lin Baoquan Zhang Shanshan Feng Xutao Li Yunming Ye CLL 14 53 0 10 Apr 2023
Self-Supervised Visual Representation Learning on Food Images Andrew Peng Jiangpeng He F. Zhu SSL 11 2 0 16 Mar 2023
Conditional Synthetic Food Image Generation Weijin Fu Yue Han Jiangpeng He Sriram Baireddy Mridul Gupta F. Zhu GAN 17 4 0 16 Mar 2023
Online Class-Incremental Learning For Real-World Food Image Classification S. Raghavan Jiangpeng He F. Zhu CLL 53 14 0 12 Jan 2023
Long-tailed Food Classification Jiangpeng He Luotao Lin H. Eicher-Miller Fengqing M Zhu 28 22 0 26 Oct 2022
Understanding Collapse in Non-Contrastive Siamese Representation Learning Alexander C. Li Alexei A. Efros Deepak Pathak SSL 40 33 0 29 Sep 2022
Simulating Personal Food Consumption Patterns using a Modified Markov Chain Xinyue Pan Jiangpeng He Andrew Peng F. Zhu 6 6 0 13 Aug 2022
AdaptCL: Adaptive Continual Learning for Tackling Heterogeneity in Sequential Datasets Yuqing Zhao Divya Saxena Jiannong Cao CLL 10 12 0 22 Jul 2022
Towards the Creation of a Nutrition and Food Group Based Image Database Zeman Shao Jiangpeng He Yaohui Yu Luotao Lin Alexandra E Cowan H. Eicher-Miller Fengqing M Zhu 6 6 0 05 Jun 2022
A Mobile Food Recognition System for Dietary Assessment Seymanur Akti M. Qaraqe H. K. Ekenel 14 8 0 20 Apr 2022
Out-Of-Distribution Detection In Unsupervised Continual Learning Jiangpeng He F. Zhu OODD 11 9 0 12 Apr 2022
Exemplar-free Online Continual Learning Jiangpeng He F. Zhu CLL 8 19 0 11 Feb 2022
Online Continual Learning Via Candidates Voting Jiangpeng He F. Zhu CLL 23 18 0 17 Oct 2021
An Integrated System for Mobile Image-Based Dietary Assessment Zeman Shao Yue Han Jiangpeng He Runyu Mao Janine L. Wright Deborah Kerr C. Boushey Fengqing M Zhu 20 23 0 05 Oct 2021