Fine-Grained Image Analysis with Deep Learning: A Survey

11 November 2021

Yuxin Peng

Papers citing "Fine-Grained Image Analysis with Deep Learning: A Survey"

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Title
Spatio-Temporal Fuzzy-oriented Multi-Modal Meta-Learning for Fine-grained Emotion Recognition Wenwen Qiang Yuxuan Yang Jingyao Wang Changwen Zheng 120 0 0 18 Dec 2024
SECURE: Semantics-aware Embodied Conversation under Unawareness for Lifelong Robot Learning Rimvydas Rubavicius Peter David Fagan A. Lascarides Subramanian Ramamoorthy LM&Ro 356 0 0 26 Sep 2024
Fine-Grained Domain Generalization with Feature Structuralization Wenlong Yu Dongyue Chen Qilong Wang Qinghua Hu 72 0 0 13 Jun 2024
When Does Contrastive Visual Representation Learning Work? Elijah Cole Xuan S. Yang Kimberly Wilber Oisin Mac Aodha Serge Belongie SSL 66 124 0 12 May 2021
Benchmarking Representation Learning for Natural World Image Collections Grant Van Horn Elijah Cole Sara Beery Kimberly Wilber Serge J. Belongie Oisin Mac Aodha SSL VLM 64 173 0 30 Mar 2021
Long-tailed Recognition by Routing Diverse Distribution-Aware Experts Xudong Wang Long Lian Zhongqi Miao Ziwei Liu Stella X. Yu 105 389 0 05 Oct 2020
Multi-Modal Reasoning Graph for Scene-Text Based Fine-Grained Image Classification and Retrieval Andrés Mafla S. Dey Ali Furkan Biten Lluís Gómez Dimosthenis Karatzas 49 25 0 21 Sep 2020
Products-10K: A Large-scale Product Recognition Dataset Yalong Bai Yuxiang Chen Wei Yu Linfang Wang Wei Zhang 69 44 0 24 Aug 2020
ExchNet: A Unified Hashing Network for Large-Scale Fine-Grained Image Retrieval Quan Cui Qing-Yuan Jiang Xiu-Shen Wei Wu-Jun Li Osamu Yoshie 55 37 0 04 Aug 2020
Cross-Modal Hierarchical Modelling for Fine-Grained Sketch Based Image Retrieval Aneeshan Sain A. Bhunia Yongxin Yang Tao Xiang Yi-Zhe Song 64 50 0 29 Jul 2020
Interpretable and Accurate Fine-grained Recognition via Region Grouping Zixuan Huang Yin Li 69 140 0 21 May 2020
Fashionpedia: Ontology, Segmentation, and an Attribute Localization Dataset Menglin Jia Mengyun Shi Mikhail Sirotenko Huayu Chen Claire Cardie B. Hariharan Hartwig Adam Serge J. Belongie 56 96 0 26 Apr 2020
Meta-Learning in Neural Networks: A Survey Timothy M. Hospedales Antreas Antoniou P. Micaelli Amos Storkey OOD 386 1,977 0 11 Apr 2020
Revisiting Pose-Normalization for Fine-Grained Few-Shot Recognition Luming Tang Davis Wertheimer B. Hariharan 65 50 0 01 Apr 2020
Multi-Objective Matrix Normalization for Fine-grained Visual Recognition Shaobo Min Hantao Yao Hongtao Xie Zhengjun Zha Yongdong Zhang 59 67 0 30 Mar 2020
What Deep CNNs Benefit from Global Covariance Pooling: An Optimization Perspective Qilong Wang Li Zhang Banggu Wu Dongwei Ren P. Li W. Zuo Q. Hu 53 21 0 25 Mar 2020
A Metric Learning Reality Check Kevin Musgrave Serge J. Belongie Ser-Nam Lim 132 477 0 18 Mar 2020
Channel Interaction Networks for Fine-Grained Image Categorization Yu Gao Xintong Han Xun Wang Weilin Huang Matthew R. Scott 122 159 0 11 Mar 2020
Fine-Grained Visual Classification via Progressive Multi-Granularity Training of Jigsaw Patches Ruoyi Du Dongliang Chang A. Bhunia Jiyang Xie Zhanyu Ma Yi-Zhe Song Jun Guo 103 295 0 08 Mar 2020
Sketch Less for More: On-the-Fly Fine-Grained Sketch Based Image Retrieval A. Bhunia Yongxin Yang Timothy M. Hospedales Tao Xiang Yi-Zhe Song 70 104 0 24 Feb 2020
Learning Attentive Pairwise Interaction for Fine-Grained Classification Peiqin Zhuang Yali Wang Yu Qiao 120 327 0 24 Feb 2020
A Simple Framework for Contrastive Learning of Visual Representations Ting-Li Chen Simon Kornblith Mohammad Norouzi Geoffrey E. Hinton SSL 358 18,739 0 13 Feb 2020
The Devil is in the Channels: Mutual-Channel Loss for Fine-Grained Image Classification Dongliang Chang Yifeng Ding Jiyang Xie A. Bhunia Xiaoxu Li Zhanyu Ma Ming Wu Jun Guo Yi-Zhe Song 58 306 0 11 Feb 2020
Multi-Modal Domain Adaptation for Fine-Grained Action Recognition Jonathan Munro Dima Damen EgoV 52 195 0 27 Jan 2020
Fine-grained Image Classification and Retrieval by Combining Visual and Locally Pooled Textual Features Andrés Mafla S. Dey Ali Furkan Biten Lluís Gómez Dimosthenis Karatzas 34 26 0 14 Jan 2020
Deep Learning for Person Re-identification: A Survey and Outlook Mang Ye Jianbing Shen Gaojie Lin Tao Xiang Ling Shao Guosheng Lin 86 1,581 0 13 Jan 2020
Fine-grained Image-to-Image Transformation towards Visual Recognition Wei Xiong Yutong He Yixuan Zhang Wenhan Luo Lin Ma Jiebo Luo CVBM 75 26 0 12 Jan 2020
Measuring Dataset Granularity Huayu Chen Zeqi Gu D. Mahajan Laurens van der Maaten Serge J. Belongie Ser-Nam Lim 58 13 0 21 Dec 2019
Fine-grained Recognition: Accounting for Subtle Differences between Similar Classes Guolei Sun Hisham Cholakkal Salman Khan Fahad Shahbaz Khan Ling Shao 86 120 0 14 Dec 2019
BBN: Bilateral-Branch Network with Cumulative Learning for Long-Tailed Visual Recognition Boyan Zhou Quan Cui Xiu-Shen Wei Zhao-Min Chen 288 800 0 05 Dec 2019
Meta-Reinforced Synthetic Data for One-Shot Fine-Grained Visual Recognition Satoshi Tsutsui Yanwei Fu David J. Crandall 109 38 0 17 Nov 2019
Momentum Contrast for Unsupervised Visual Representation Learning Kaiming He Haoqi Fan Yuxin Wu Saining Xie Ross B. Girshick SSL 196 12,073 0 13 Nov 2019
Learning Deep Bilinear Transformation for Fine-grained Image Representation Heliang Zheng Jianlong Fu Zhengjun Zha Jiebo Luo 68 150 0 09 Nov 2019
When Does Self-supervision Improve Few-shot Learning? Jong-Chyi Su Subhransu Maji B. Hariharan 66 170 0 08 Oct 2019
Synthetic Data for Deep Learning Sergey I. Nikolenko 104 354 0 25 Sep 2019
Attention Convolutional Binary Neural Tree for Fine-Grained Visual Categorization Ruyi Ji Longyin Wen Libo Zhang Dawei Du Ynajun Wu Chen Zhao Xianglong Liu Feiyue Huang 63 164 0 25 Sep 2019
Cross-X Learning for Fine-Grained Visual Categorization W. Luo Xitong Yang Xianjie Mo Yuheng Lu L. Davis Jun Li Jian Yang Ser-Nam Lim 111 195 0 10 Sep 2019
A New Benchmark and Approach for Fine-grained Cross-media Retrieval Xiangteng He Yuxin Peng Liu Xie VLM 54 64 0 10 Jul 2019
Presence-Only Geographical Priors for Fine-Grained Image Classification Oisin Mac Aodha Elijah Cole Pietro Perona 66 166 0 12 Jun 2019
Geo-Aware Networks for Fine-Grained Recognition Grace Chu B. Potetz Weijun Wang Andrew G. Howard Yang Song Fernando Brucher Thomas Leung Hartwig Adam ObjD 67 85 0 04 Jun 2019
A survey of advances in vision-based vehicle re-identification Sultan Daud Khan Habib Ullah 139 144 0 30 May 2019
Deep CNNs Meet Global Covariance Pooling: Better Representation and Generalization Qilong Wang Jiangtao Xie W. Zuo Lei Zhang P. Li 60 99 0 15 Apr 2019
Large-Scale Long-Tailed Recognition in an Open World Ziwei Liu Zhongqi Miao Xiaohang Zhan Jiayun Wang Boqing Gong Stella X. Yu 148 1,160 0 10 Apr 2019
Data Priming Network for Automatic Check-Out Congcong Li Dawei Du Libo Zhang Tiejian Luo Y. Wu Qi Tian Longyin Wen Siwei Lyu 44 25 0 10 Apr 2019
Looking for the Devil in the Details: Learning Trilinear Attention Sampling Network for Fine-grained Image Recognition Heliang Zheng Jianlong Fu Zhengjun Zha Jiebo Luo 71 384 0 14 Mar 2019
Weakly Supervised Complementary Parts Models for Fine-Grained Image Classification from the Bottom Up Weifeng Ge Xiangru Lin Yizhou Yu 77 257 0 07 Mar 2019
Self-supervised Visual Feature Learning with Deep Neural Networks: A Survey Longlong Jing Yingli Tian SSL 111 1,699 0 16 Feb 2019
DeepFashion2: A Versatile Benchmark for Detection, Pose Estimation, Segmentation and Re-Identification of Clothing Images Yuying Ge Ruimao Zhang Lingyun Wu Xiaogang Wang Xiaoou Tang Ping Luo 43 347 0 23 Jan 2019
RPC: A Large-Scale Retail Product Checkout Dataset Xiu-Shen Wei Quan Cui Lei Yang Peng Wang Lingqiao Liu 52 125 0 22 Jan 2019
Class-Balanced Loss Based on Effective Number of Samples Huayu Chen Menglin Jia Nayeon Lee Yang Song Serge J. Belongie 193 2,279 0 16 Jan 2019