Jiangpeng He - RankMe

85 papers A* 5A 3B 3C 4Misc 1Journal 48Unranked 21

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Dual-Imbalance Continual Learning for Real-World Food Recognition. CoRR Xiaoyan Zhang, Jiangpeng He
2026	J	`jnl`	Implicit-Scale 3D Reconstruction for Multi-Food Volume Estimation from Monocular Images. CoRR Yuhao Chen, Gautham Vinod, Siddeshwar Raghavan, Talha Ibn Mahmud, Bruce Coburn, Jinge Ma, Fengqing Zhu, Jiangpeng He
2026	J	`jnl`	Long-Tailed Continual Learning for Visual Food Recognition. IEEE Trans. Multim. Jiangpeng He, Xiaoyan Zhang, Luotao Lin, Jack Ma, Heather A. Eicher-Miller, Fengqing Zhu
2026	J	`jnl`	One Adapter for All: Towards Unified Representation in Step-Imbalanced Class-Incremental Learning. CoRR Xiaoyan Zhang, Jiangpeng He
2026	A*	`conf`	PANDA - Patch and Distribution-Aware Augmentation for Long-Tailed Exemplar-Free Continual Learning. AAAI Siddeshwar Raghavan, Jiangpeng He, Fengqing Zhu
2026	J	`jnl`	Size Matters: Reconstructing Real-Scale 3D Models from Monocular Images for Food Portion Estimation. CoRR Gautham Vinod, Bruce Coburn, Siddeshwar Raghavan, Jiangpeng He, Fengqing Zhu
2025	A*	`conf`	CL-LoRA: Continual Low-Rank Adaptation for Rehearsal-Free Class-Incremental Learning. CVPR Jiangpeng He, Zhihao Duan, Fengqing Zhu
2025	J	`jnl`	CL-LoRA: Continual Low-Rank Adaptation for Rehearsal-Free Class-Incremental Learning. CoRR Jiangpeng He, Zhihao Duan, Fengqing Zhu
2025	J	`jnl`	Evaluating Large Multimodal Models for Nutrition Analysis: A Benchmark Enriched with Contextual Metadata. CoRR Bruce Coburn, Jiangpeng He, Megan E. Rollo, Satvinder S. Dhaliwal, Deborah A. Kerr, Fengqing Zhu
2025	J	`jnl`	Food Image Generation on Multi-Noun Categories. CoRR Xinyue Pan, Yuhao Chen, Jiangpeng He, Fengqing Zhu
2025	J	`jnl`	Online Prototypes and Class-Wise Hypergradients for Online Continual Learning with Pre-Trained Models. CoRR Nicolas Michel, Maorong Wang, Jiangpeng He, Toshihiko Yamasaki
2025	J	`jnl`	PANDA - Patch And Distribution-Aware Augmentation for Long-Tailed Exemplar-Free Continual Learning. CoRR Siddeshwar Raghavan, Jiangpeng He, Fengqing Zhu
2025	J	`jnl`	Robust3D-CIL: Robust Class-Incremental Learning for 3D Perception. CoRR Jinge Ma, Jiangpeng He, Fengqing Zhu
2024	—	`conf`	Automatic Recognition of Food Ingestion Environment from the AIM-2 Wearable Sensor. CVPR Workshops Yuning Huang, M. A. Hassan, Jiangpeng He, Janine A. Higgins, Megan A. McCrory, Heather A. Eicher-Miller, J. Graham Thomas, Edward Sazonov, Fengqing Zhu
2024	J	`jnl`	Automatic Recognition of Food Ingestion Environment from the AIM-2 Wearable Sensor. CoRR 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
2024	J	`jnl`	Balancing the encoder and decoder complexity in image compression for classification. EURASIP J. Image Video Process. Zhihao Duan, Md Adnan Faisal Hossain, Jiangpeng He, Fengqing Zhu
2024	—	`conf`	DELTA: Decoupling Long-Tailed Online Continual Learning. CVPR Workshops Siddeshwar Raghavan, Jiangpeng He, Fengqing Zhu
2024	J	`jnl`	DELTA: Decoupling Long-Tailed Online Continual Learning. CoRR Siddeshwar Raghavan, Jiangpeng He, Fengqing Zhu
2024	C	`conf`	FMiFood: Multi-Modal Contrastive Learning for Food Image Classification. MMSP Xinyue Pan, Jiangpeng He, Fengqing Zhu
2024	J	`jnl`	FMiFood: Multi-modal Contrastive Learning for Food Image Classification. CoRR Xinyue Pan, Jiangpeng He, Fengqing Zhu
2024	—	`conf`	Food Portion Estimation via 3D Object Scaling. CVPR Workshops Gautham Vinod, Jiangpeng He, Zeman Shao, Fengqing Zhu
2024	J	`jnl`	Food Portion Estimation via 3D Object Scaling. CoRR Gautham Vinod, Jiangpeng He, Zeman Shao, Fengqing Zhu
2024	A*	`conf`	Gradient Reweighting: Towards Imbalanced Class-Incremental Learning. CVPR Jiangpeng He
2024	J	`jnl`	Gradient Reweighting: Towards Imbalanced Class-Incremental Learning. CoRR Jiangpeng He, Fengqing Zhu
2024	—	`conf`	Learning to Classify New Foods Incrementally Via Compressed Exemplars. CVPR Workshops Justin Yang, Zhihao Duan, Jiangpeng He, Fengqing Zhu
2024	J	`jnl`	Learning to Classify New Foods Incrementally Via Compressed Exemplars. CoRR Justin Yang, Zhihao Duan, Jiangpeng He, Fengqing Zhu
2024	—	`conf`	MFP3D: Monocular Food Portion Estimation Leveraging 3D Point Clouds. ICPR (Workshops and Challenges, 4) Jinge Ma, Xiaoyan Zhang, Gautham Vinod, Siddeshwar Raghavan, Jiangpeng He, Fengqing Zhu
2024	J	`jnl`	MFP3D: Monocular Food Portion Estimation Leveraging 3D Point Clouds. CoRR Jinge Ma, Xiaoyan Zhang, Gautham Vinod, Siddeshwar Raghavan, Jiangpeng He, Fengqing Zhu
2024	J	`jnl`	MetaFood CVPR 2024 Challenge on Physically Informed 3D Food Reconstruction: Methods and Results. CoRR 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
2024	J	`jnl`	MetaFood3D: Large 3D Food Object Dataset with Nutrition Values. CoRR Yuhao Chen, Jiangpeng He, Chris Czarnecki, Gautham Vinod, Talha Ibn Mahmud, Siddeshwar Raghavan, Jinge Ma, Dayou Mao, Saeejith Nair, Pengcheng Xi, Alexander Wong, Edward J. Delp, Fengqing Zhu
2024	A	`conf`	Online Class-Incremental Learning For Real-World Food Image Classification. WACV Siddeshwar Raghavan, Jiangpeng He, Fengqing Zhu
2024	J	`jnl`	Probing Image Compression For Class-Incremental Learning. CoRR Justin Yang, Zhihao Duan, Andrew Peng, Yuning Huang, Jiangpeng He, Fengqing Zhu
2024	C	`conf`	Probing Image Compression for Class-Incremental Learning. PCS Justin Yang, Zhihao Duan, Andrew Peng, Yuning Huang, Jiangpeng He, Fengqing Zhu
2024	—	`conf`	Strategies to Improve Real-World Applicability of Laparoscopic Anatomy Segmentation Models. CVPR Workshops Fiona R. Kolbinger, Jiangpeng He, Jinge Ma, Fengqing Zhu
2024	J	`jnl`	Strategies to Improve Real-World Applicability of Laparoscopic Anatomy Segmentation Models. CoRR Fiona R. Kolbinger, Jiangpeng He, Jinge Ma, Fengqing Zhu
2024	A*	`conf`	Towards Backward-Compatible Continual Learning of Image Compression. CVPR Zhihao Duan, Ming Lu, Justin Yang, Jiangpeng He, Zhan Ma, Fengqing Zhu
2023	A	`conf`	An End-to-End Food Portion Estimation Framework Based on Shape Reconstruction from Monocular Image. ICME Zeman Shao, Gautham Vinod, Jiangpeng He, Fengqing Zhu
2023	J	`jnl`	An End-to-end Food Portion Estimation Framework Based on Shape Reconstruction from Monocular Image. CoRR Zeman Shao, Gautham Vinod, Jiangpeng He, Fengqing Zhu
2023	—	`conf`	An Improved Encoder-Decoder Framework for Food Energy Estimation. MADiMa@MM Jack Ma, Jiangpeng He, Fengqing Zhu
2023	J	`jnl`	An Improved Encoder-Decoder Framework for Food Energy Estimation. CoRR Jack Ma, Jiangpeng He, Fengqing Zhu
2023	B	`conf`	An Improved Upper Bound on the Rate-Distortion Function of Images. ICIP Zhihao Duan, Jack Ma, Jiangpeng He, Fengqing Zhu
2023	J	`jnl`	Conditional Synthetic Food Image Generation. CoRR Wenjin Fu, Yue Han, Jiangpeng He, Sriram Baireddy, Mridul Gupta, Fengqing Zhu
2023	—	`conf`	Conditional synthetic food image generation. Imaging and Multimedia Analytics at the Edge Wenjin Fu, Yue Han, Jiangpeng He, Sriram Baireddy, Mridul Gupta, Fengqing Zhu
2023	—	`conf`	Diffusion Model with Clustering-based Conditioning for Food Image Generation. MADiMa@MM Yue Han, Jiangpeng He, Mridul Gupta, Edward J. Delp, Fengqing Zhu
2023	J	`jnl`	Diffusion Model with Clustering-based Conditioning for Food Image Generation. CoRR Yue Han, Jiangpeng He, Mridul Gupta, Edward J. Delp, Fengqing Zhu
2023	J	`jnl`	Long-Tailed Continual Learning For Visual Food Recognition. CoRR Jiangpeng He, Luotao Lin, Jack Ma, Heather A. Eicher-Miller, Fengqing Zhu
2023	—	`conf`	Muti-Stage Hierarchical Food Classification. MADiMa@MM Xinyue Pan, Jiangpeng He, Fengqing Zhu
2023	J	`jnl`	Muti-Stage Hierarchical Food Classification. CoRR Xinyue Pan, Jiangpeng He, Fengqing Zhu
2023	J	`jnl`	Online Class-Incremental Learning For Real-World Food Classification. CoRR Siddeshwar Raghavan, Jiangpeng He, Fengqing Zhu
2023	Misc	`conf`	Personalized Food Image Classification: Benchmark Datasets and New Baseline. ACSSC Xinyue Pan, Jiangpeng He, Fengqing Zhu
2023	J	`jnl`	Personalized Food Image Classification: Benchmark Datasets and New Baseline. CoRR Xinyue Pan, Jiangpeng He, Fengqing Zhu
2023	J	`jnl`	Self-Supervised Visual Representation Learning on Food Images. CoRR Andrew Peng, Jiangpeng He, Fengqing Zhu
2023	—	`conf`	Self-supervised visual representation learning on food images. Imaging and Multimedia Analytics at the Edge Andrew Peng, Jiangpeng He, Fengqing Zhu
2023	B	`conf`	Single-Stage Heavy-Tailed Food Classification. ICIP Jiangpeng He, Fengqing Zhu
2023	J	`jnl`	Single-Stage Heavy-Tailed Food Classification. CoRR Jiangpeng He, Fengqing Zhu
2022	B	`conf`	Exemplar-Free Online Continual Learning. ICIP Jiangpeng He, Fengqing Zhu
2022	J	`jnl`	Exemplar-free Online Continual Learning. CoRR Jiangpeng He, Fengqing Zhu
2022	J	`jnl`	Long-tailed Food Classification. CoRR Jiangpeng He, Luotao Lin, Heather A. Eicher-Miller, Fengqing Zhu
2022	A	`conf`	Online Continual Learning Via Candidates Voting. WACV Jiangpeng He, Fengqing Zhu
2022	—	`conf`	Out-Of-Distribution Detection In Unsupervised Continual Learning. CVPR Workshops Jiangpeng He, Fengqing Zhu
2022	J	`jnl`	Out-Of-Distribution Detection In Unsupervised Continual Learning. CoRR Jiangpeng He, Fengqing Zhu
2022	—	`conf`	Simulating Personal Food Consumption Patterns using a Modified Markov Chain. MADiMa @ ACM Multimedia Xinyue Pan, Jiangpeng He, Andrew Peng, Fengqing Zhu
2022	J	`jnl`	Simulating Personal Food Consumption Patterns using a Modified Markov Chain. CoRR Xinyue Pan, Jiangpeng He, Andrew Peng, Fengqing Zhu
2022	J	`jnl`	Towards the Creation of a Nutrition and Food Group Based Image Database. CoRR Zeman Shao, Jiangpeng He, Ya-Yuan Yu, Luotao Lin, Alexandra Cowan, Heather A. Eicher-Miller, Fengqing Zhu
2022	—	`conf`	Towards the creation of a nutrition and food group based image database. Imaging and Multimedia Analytics at the Edge Zeman Shao, Jiangpeng He, Ya-Yuan Yu, Luotao Lin, Alexandra Cowan, Heather A. Eicher-Miller, Fengqing Zhu
2021	—	`conf`	An End-to-End Food Image Analysis System. IMAWM Jiangpeng He, Runyu Mao, Zeman Shao, Janine L. Wright, Deborah A. Kerr, Carol J. Boushey, Fengqing Zhu
2021	J	`jnl`	An End-to-End Food Image Analysis System. CoRR Jiangpeng He, Runyu Mao, Zeman Shao, Janine L. Wright, Deborah A. Kerr, Carol J. Boushey, Fengqing Zhu
2021	—	`conf`	An Integrated System for Mobile Image-Based Dietary Assessment. AIxFood @ ACM Multimedia Zeman Shao, Yue Han, Jiangpeng He, Runyu Mao, Janine Wright, Deborah A. Kerr, Carol Jo Boushey, Fengqing Zhu
2021	J	`jnl`	An Integrated System for Mobile Image-Based Dietary Assessment. CoRR Zeman Shao, Yue Han, Jiangpeng He, Runyu Mao, Janine Wright, Deborah A. Kerr, Carol J. Boushey, Fengqing Zhu
2021	C	`conf`	Improving Dietary Assessment Via Integrated Hierarchy Food Classification. MMSP Runyu Mao, Jiangpeng He, Luotao Lin, Zeman Shao, Heather A. Eicher-Miller, Fengqing Zhu
2021	J	`jnl`	Improving Dietary Assessment Via Integrated Hierarchy Food Classification. CoRR Runyu Mao, Jiangpeng He, Luotao Lin, Zeman Shao, Heather A. Eicher-Miller, Fengqing Zhu
2021	—	`conf`	Online Continual Learning For Visual Food Classification. ICCVW Jiangpeng He, Fengqing Zhu
2021	J	`jnl`	Online Continual Learning For Visual Food Classification. CoRR Jiangpeng He, Fengqing Zhu
2021	J	`jnl`	Online Continual Learning Via Candidates Voting. CoRR Jiangpeng He, Fengqing Zhu
2021	C	`conf`	Towards Learning Food Portion From Monocular Images With Cross-Domain Feature Adaptation. MMSP Zeman Shao, Shaobo Fang, Runyu Mao, Jiangpeng He, Janine L. Wright, Deborah A. Kerr, Carol J. Boushey, Fengqing Zhu
2021	J	`jnl`	Towards Learning Food Portion From Monocular Images With Cross-Domain Feature Adaptation. CoRR Zeman Shao, Shaobo Fang, Runyu Mao, Jiangpeng He, Janine Wright, Deborah A. Kerr, Carol Jo Boushey, Fengqing Zhu
2021	J	`jnl`	Unsupervised Continual Learning Via Pseudo Labels. CoRR Jiangpeng He, Fengqing Zhu
2021	—	`conf`	Unsupervised Continual Learning via Pseudo Labels. CSSL Jiangpeng He, Fengqing Zhu
2020	J	`jnl`	Incremental Learning In Online Scenario. CoRR Jiangpeng He, Runyu Mao, Zeman Shao, Fengqing Zhu
2020	A*	`conf`	Incremental Learning in Online Scenario. CVPR Jiangpeng He, Runyu Mao, Zeman Shao, Fengqing Zhu
2020	J	`jnl`	Multi-Task Image-Based Dietary Assessment for Food Recognition and Portion Size Estimation. CoRR Jiangpeng He, Zeman Shao, Janine Wright, Deborah A. Kerr, Carol J. Boushey, Fengqing Zhu
2020	—	`conf`	Multi-task Image-Based Dietary Assessment for Food Recognition and Portion Size Estimation. MIPR Jiangpeng He, Zeman Shao, Janine Wright, Deborah A. Kerr, Carol J. Boushey, Fengqing Zhu
2020	—	`conf`	Visual Aware Hierarchy Based Food Recognition. ICPR Workshops (5) Runyu Mao, Jiangpeng He, Zeman Shao, Sri Kalyan Yarlagadda, Fengqing Zhu
2020	J	`jnl`	Visual Aware Hierarchy Based Food Recognition. CoRR Runyu Mao, Jiangpeng He, Zeman Shao, Sri Kalyan Yarlagadda, Fengqing Zhu
2019	—	`conf`	CNN Based Parameter Optimization for Texture Synthesis. Material Appearance Jiangpeng He, Kyle Ziga, Judy Bagchi, Fengqing Zhu