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Long-Tailed Continual Learning For Visual Food Recognition

1 July 2023

Papers citing "Long-Tailed Continual Learning For Visual Food Recognition"

50 / 76 papers shown

Title
Personalized Class Incremental Context-Aware Food Classification for Food Intake Monitoring Systems Hassan Kazemi Tehrani Jun Cai Abbas Yekanlou Sylvia Santosa 122 0 0 09 Mar 2025
Controllable Forgetting Mechanism for Few-Shot Class-Incremental Learning Kirill Paramonov Mete Ozay Eunju Yang J. Moon Umberto Michieli 109 0 0 28 Jan 2025
MFP3D: Monocular Food Portion Estimation Leveraging 3D Point Clouds Jinge Ma Xiaoyan Zhang Gautham Vinod S. Raghavan Jiangpeng He Fengqing Zhu 91 1 0 14 Nov 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 Alexander Wong Edward J. Delp Fengqing Zhu 105 0 0 03 Sep 2024
FMiFood: Multi-modal Contrastive Learning for Food Image Classification Xinyue Pan Jiangpeng He Fengqing Zhu 90 2 0 07 Aug 2024
Visual Prompt Tuning in Null Space for Continual Learning Yue Lu Shizhou Zhang De Cheng Yinghui Xing N. Wang Peng Wang Yanning Zhang VLM VPVLM CLL 93 15 0 09 Jun 2024
Automatic Recognition of Food Ingestion Environment from the AIM-2 Wearable Sensor Yuning Huang Mohamed Abul Hassan Jiangpeng He Janine A. Higgins Megan A. McCrory H. Eicher-Miller John Graham Thomas Edward Sazonov Fengqing Zhu 114 2 0 13 May 2024
Food Portion Estimation via 3D Object Scaling Gautham Vinod Jiangpeng He Zeman Shao Fengqing Zhu 58 5 0 18 Apr 2024
Learning to Classify New Foods Incrementally Via Compressed Exemplars Justin Yang Zhihao Duan Jiangpeng He Fengqing Zhu CLL 160 1 0 11 Apr 2024
DELTA: Decoupling Long-Tailed Online Continual Learning S. Raghavan Jiangpeng He Fengqing Zhu 106 4 0 06 Apr 2024
Online Continual Learning For Interactive Instruction Following Agents Byeonghwi Kim Minhyuk Seo Jonghyun Choi CLL LM&Ro 129 11 0 12 Mar 2024
Continual All-in-One Adverse Weather Removal with Knowledge Replay on a Unified Network Structure De Cheng Yanling Ji Dong Gong Yan Li Nannan Wang Junwei Han Dingwen Zhang CLL 91 15 0 12 Mar 2024
Gradient Reweighting: Towards Imbalanced Class-Incremental Learning Jiangpeng He Fengqing Zhu CLL 114 22 0 28 Feb 2024
Personalized Food Image Classification: Benchmark Datasets and New Baseline Xinyue Pan Jiangpeng He Fengqing M Zhu 98 5 0 15 Sep 2023
Muti-Stage Hierarchical Food Classification Xinyue Pan Jiangpeng He Fengqing M Zhu 114 7 0 03 Sep 2023
An Improved Encoder-Decoder Framework for Food Energy Estimation Jack Ma Jiangpeng He Fengqing M Zhu 115 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 115 7 0 01 Sep 2023
Dynamic Residual Classifier for Class Incremental Learning Xiu-yan Chen Xiaobin Chang 82 18 0 25 Aug 2023
An End-to-end Food Portion Estimation Framework Based on Shape Reconstruction from Monocular Image Zeman Shao Gautham Vinod Jiangpeng He Fengqing Zhu 100 13 0 03 Aug 2023
Single-Stage Heavy-Tailed Food Classification Jiangpeng He Fengqing Zhu 117 10 0 01 Jul 2023
Class-Incremental Exemplar Compression for Class-Incremental Learning Zilin Luo Yaoyao Liu Bernt Schiele Qianru Sun VLM CLL 147 49 0 24 Mar 2023
Online Class-Incremental Learning For Real-World Food Image Classification S. Raghavan Jiangpeng He Fengqing Zhu CLL 122 15 0 12 Jan 2023
Compound Batch Normalization for Long-tailed Image Classification Lechao Cheng Chaowei Fang Dingwen Zhang Guanbin Li Gang Huang 89 11 0 02 Dec 2022
CODA-Prompt: COntinual Decomposed Attention-based Prompting for Rehearsal-Free Continual Learning James Smith Leonid Karlinsky V. Gutta Paola Cascante-Bonilla Donghyun Kim Assaf Arbelle Yikang Shen Rogerio Feris Z. Kira CLL VPVLM VLM 110 299 0 23 Nov 2022
Long-tailed Food Classification Jiangpeng He Luotao Lin H. Eicher-Miller Fengqing M Zhu 87 24 0 26 Oct 2022
Long-Tailed Class Incremental Learning Xialei Liu Yu-Song Hu Xuezhi Cao Andrew D. Bagdanov Ke Li Mingg-Ming Cheng CLL 127 37 0 01 Oct 2022
Mining Discriminative Food Regions for Accurate Food Recognition Jianing Qiu Frank P.-W. Lo Yingnan Sun Siyao Wang Benny Lo 82 46 0 08 Jul 2022
DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning Zifeng Wang Zizhao Zhang Sayna Ebrahimi Ruoxi Sun Han Zhang ... Xiaoqi Ren Guolong Su Vincent Perot Jennifer Dy Tomas Pfister CLL VLM VPVLM 134 504 0 10 Apr 2022
Class-Incremental Learning with Strong Pre-trained Models Tz-Ying Wu Gurumurthy Swaminathan Zhizhong Li Avinash Ravichandran Nuno Vasconcelos Rahul Bhotika Stefano Soatto CLL 139 67 0 07 Apr 2022
Learning to Prompt for Continual Learning Zifeng Wang Zizhao Zhang Chen-Yu Lee Han Zhang Ruoxi Sun Xiaoqi Ren Guolong Su Vincent Perot Jennifer Dy Tomas Pfister CLL VPVLM KELM VLM 107 799 0 16 Dec 2021
The Majority Can Help The Minority: Context-rich Minority Oversampling for Long-tailed Classification Seulki Park Youngkyu Hong Byeongho Heo Sangdoo Yun J. Choi 131 157 0 01 Dec 2021
Deep Long-Tailed Learning: A Survey Yifan Zhang Bingyi Kang Bryan Hooi Shuicheng Yan Jiashi Feng VLM 117 595 0 09 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 74 23 0 05 Oct 2021
Improving Dietary Assessment Via Integrated Hierarchy Food Classification Runyu Mao Jiangpeng He Luotao Lin Zeman Shao H. Eicher-Miller Fengqing Zhu 58 17 0 06 Sep 2021
Online Continual Learning For Visual Food Classification Jiangpeng He Fengqing Zhu CLL 92 47 0 15 Aug 2021
EfficientNetV2: Smaller Models and Faster Training Mingxing Tan Quoc V. Le EgoV 155 2,757 0 01 Apr 2021
Large Scale Visual Food Recognition Weiqing Min Zhiling Wang Yuxin Liu Mengjia Luo Lijuan Kang Xiaoming Wei Xiaolin K. Wei Shuqiang Jiang 117 154 0 30 Mar 2021
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng Zhang Stephen Lin B. Guo ViT 517 21,782 0 25 Mar 2021
An End-to-End Food Image Analysis System Jiangpeng He Runyu Mao Zeman Shao Janine L. Wright Deborah Kerr C. Boushey Fengqing Zhu 79 30 0 01 Feb 2021
Training data-efficient image transformers & distillation through attention Hugo Touvron Matthieu Cord Matthijs Douze Francisco Massa Alexandre Sablayrolles Hervé Jégou ViT 402 6,848 0 23 Dec 2020
SnapMix: Semantically Proportional Mixing for Augmenting Fine-grained Data Shaoli Huang Xinchao Wang Dacheng Tao 58 118 0 09 Dec 2020
Visual Aware Hierarchy Based Food Recognition Runyu Mao Jiangpeng He Zeman Shao S. Yarlagadda Fengqing Zhu 66 52 0 06 Dec 2020
Distilling Knowledge by Mimicking Features G. Wang Yifan Ge Jianxin Wu 102 38 0 03 Nov 2020
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 761 41,831 0 22 Oct 2020
Balanced Meta-Softmax for Long-Tailed Visual Recognition Jiawei Ren Cunjun Yu Shunan Sheng Xiao Ma Haiyu Zhao Shuai Yi Hongsheng Li 213 575 0 21 Jul 2020
Multi-Task Image-Based Dietary Assessment for Food Recognition and Portion Size Estimation Jiangpeng He Zeman Shao Janine L. Wright Deborah Kerr C. Boushey Fengqing Zhu 68 50 0 27 Apr 2020
Incremental Learning In Online Scenario Jiangpeng He Runyu Mao Zeman Shao Fengqing Zhu CLL 96 153 0 30 Mar 2020
Mnemonics Training: Multi-Class Incremental Learning without Forgetting Yaoyao Liu Yuting Su Anan Liu Bernt Schiele Qianru Sun CLL 81 347 0 24 Feb 2020
Maintaining Discrimination and Fairness in Class Incremental Learning Bowen Zhao Xi Xiao Guojun Gan Bin Zhang Shutao Xia CLL 155 432 0 16 Nov 2019
Learning Imbalanced Datasets with Label-Distribution-Aware Margin Loss Kaidi Cao Colin Wei Adrien Gaidon Nikos Arechiga Tengyu Ma 137 1,617 0 18 Jun 2019