Improving Fine-Grained Visual Recognition in Low Data Regimes via
Self-Boosting Attention Mechanism

Improving Fine-Grained Visual Recognition in Low Data Regimes via Self-Boosting Attention Mechanism

European Conference on Computer Vision (ECCV), 2022

1 August 2022

Lingqiao Liu

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Papers citing "Improving Fine-Grained Visual Recognition in Low Data Regimes via Self-Boosting Attention Mechanism"

13 / 13 papers shown

Title
LLMs-based Augmentation for Domain Adaptation in Long-tailed Food DatasetsConference on Multimedia Modeling (MMM), 2025 Qing Wang Chong-Wah Ngo Ee-Peng Lim Qianru Sun 131 0 0 20 Nov 2025
PP-SSL : Priority-Perception Self-Supervised Learning for Fine-Grained Recognition ShuaiHeng Li Qing Cai Fan Zhang Hao Fei Yangyang Shu Ziqiang Liu Haoyang Li Lingqiao Liu 296 0 0 28 Nov 2024
Enhancing Fine-Grained Visual Recognition in the Low-Data Regime Through Feature Magnitude RegularizationInternational Conference on Digital Image Computing: Techniques and Applications (DICTA), 2024 Avraham Chapman Haiming Xu Lingqiao Liu 180 0 0 03 Sep 2024
On Learning Discriminative Features from Synthesized Data for Self-Supervised Fine-Grained Visual Recognition Zihu Wang Lingqiao Liu Scott Ricardo Figueroa Weston Samuel Tian Peng Li 164 4 0 19 Jul 2024
Extract More from Less: Efficient Fine-Grained Visual Recognition in Low-Data Regimes Dmitry Demidov Abduragim Shtanchaev M. Mihaylov Mohammad Almansoori 216 0 0 28 Jun 2024
LoDisc: Learning Global-Local Discriminative Features for Self-Supervised Fine-Grained Visual Recognition Jialu Shi Zhiqiang Wei Jie Nie Lei Huang SSL 266 1 0 06 Mar 2024
Source-Free Unsupervised Domain Adaptation with Hypothesis Consolidation of Prediction Rationale Yangyang Shu Xiaofeng Cao Qi Chen Bowen Zhang Ziqin Zhou Anton Van Den Hengel Lingqiao Liu 162 1 0 02 Feb 2024
Cross-Level Multi-Instance Distillation for Self-Supervised Fine-Grained Visual CategorizationIEEE Transactions on Image Processing (TIP), 2024 Qi Bi Wei Ji Jingjun Yi Haolan Zhan Gui-Song Xia 438 3 0 16 Jan 2024
Distilling Local Texture Features for Colorectal Tissue Classification in Low Data Regimes Dmitry Demidov Roba Al Majzoub Amandeep Kumar Fahad Khan 186 1 0 02 Jan 2024
Detail Reinforcement Diffusion Model: Augmentation Fine-Grained Visual Categorization in Few-Shot ConditionsIEEE Transactions on Emerging Topics in Computational Intelligence (TETCI), 2023 Tianxu Wu Shuo Ye Shuhuang Chen Qinmu Peng Xinge You DiffM 196 6 0 15 Sep 2023
Progressive Feature Adjustment for Semi-supervised Learning from Pretrained Models Hai-Ming Xu Lingqiao Liu Hao Chen Ehsan Abbasnejad Rafael Felix 144 0 0 09 Sep 2023
Learning Common Rationale to Improve Self-Supervised Representation for Fine-Grained Visual Recognition ProblemsComputer Vision and Pattern Recognition (CVPR), 2023 Yangyang Shu Anton Van Den Hengel Lingqiao Liu SSL 130 19 0 03 Mar 2023
Making a Bird AI Expert Work for You and MeIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Dongliang Chang Kaiyue Pang Ruoyi Du Zhanyu Ma Yi-Zhe Song Jun Guo 280 17 0 06 Dec 2021