Learning to Navigate for Fine-grained Classification

2 September 2018

Papers citing "Learning to Navigate for Fine-grained Classification"

50 / 96 papers shown

Title
LookWhere? Efficient Visual Recognition by Learning Where to Look and What to See from Self-Supervision A. Fuller Yousef Yassin Junfeng Wen Daniel G. Kyrollos Tarek Ibrahim James R. Green Evan Shelhamer ViT 189 0 0 23 May 2025
Leveraging Habitat Information for Fine-grained Bird Identification Tin Nguyen Peijie Chen Anh Totti Nguyen VLM 113 0 0 22 Dec 2023
DF-TransFusion: Multimodal Deepfake Detection via Lip-Audio Cross-Attention and Facial Self-Attention Aaditya Kharel Manas Paranjape Aniket Bera 73 3 0 12 Sep 2023
Federated Learning Over Images: Vertical Decompositions and Pre-Trained Backbones Are Difficult to Beat Erdong Hu Yu-Shuen Tang Anastasios Kyrillidis C. Jermaine FedML 115 11 0 06 Sep 2023
PCNN: Probable-Class Nearest-Neighbor Explanations Improve Fine-Grained Image Classification Accuracy for AIs and Humans Giang Nguyen Valerie Chen Mohammad Reza Taesiri Anh Totti Nguyen 82 4 0 25 Aug 2023
Towards Task Sampler Learning for Meta-Learning Wenwen Qiang Jingyao Wang Xingzhe Su Changwen Zheng Gang Hua Hui Xiong 108 11 0 18 Jul 2023
AnuraSet: A dataset for benchmarking Neotropical anuran calls identification in passive acoustic monitoring Juan Sebastián Canas Maria Paula Toro-Gómez L. S. M. Sugai H. Benítez-Restrepo J. Rudas ... José Luiz Massao Moreira Sugai Carolina Emília dos Santos R. Bastos Diego Llusia J. Ulloa 73 21 0 11 Jul 2023
Learn More for Food Recognition via Progressive Self-Distillation Yaohui Zhu Linhu Liu Jiang Tian 65 5 0 09 Mar 2023
Parsing Objects at a Finer Granularity: A Survey Yifan Zhao Jia Li Yonghong Tian 126 2 0 28 Dec 2022
Part-guided Relational Transformers for Fine-grained Visual Recognition Yifan Zhao Jia Li Xiaowu Chen Yonghong Tian ViT 90 37 0 28 Dec 2022
Generalization Bounds for Few-Shot Transfer Learning with Pretrained Classifiers Tomer Galanti András Gyorgy Marcus Hutter VLM SSL 67 4 0 23 Dec 2022
RGB-X Classification for Electronics Sorting Abhimanyu Fnu T. Zodage Umesh Thillaivasan Xinyue Lai Rahul Chakwate ... E. Oti Ming Zhao Ralph Boirum Howie Choset Matthew Travers 38 1 0 08 Sep 2022
SR-GNN: Spatial Relation-aware Graph Neural Network for Fine-Grained Image Categorization Asish Bera Zachary Wharton Yonghuai Liu Nikolaos Bessis Ardhendu Behera 93 55 0 05 Sep 2022
SIM-Trans: Structure Information Modeling Transformer for Fine-grained Visual Categorization H. Sun Xiangteng He Yuxin Peng ViT 79 83 0 31 Aug 2022
Explored An Effective Methodology for Fine-Grained Snake Recognition Yong Huang Aderon Huang Wei-wei Zhu Yanming Fang Jinghua Feng 56 1 0 24 Jul 2022
PARTICUL: Part Identification with Confidence measure using Unsupervised Learning Romain Xu-Darme Georges Quénot Zakaria Chihani M. Rousset 61 7 0 27 Jun 2022
Dual Cross-Attention Learning for Fine-Grained Visual Categorization and Object Re-Identification Haowei Zhu Wenjing Ke Dong Li Ji Liu Lu Tian Yi Shan 104 143 0 04 May 2022
CLIP-Art: Contrastive Pre-training for Fine-Grained Art Classification Marcos V. Conde Kerem Turgutlu CLIP VLM 99 99 0 29 Apr 2022
R2-Trans:Fine-Grained Visual Categorization with Redundancy Reduction Yu Wang Shuo Ye Shujian Yu Xinge You 79 16 0 21 Apr 2022
Fine-Grained Object Classification via Self-Supervised Pose Alignment Xuhui Yang Yaowei Wang Ke Chen Yong-mei Xu Yonghong Tian 3DPC SSL 93 51 0 30 Mar 2022
GrainSpace: A Large-scale Dataset for Fine-grained and Domain-adaptive Recognition of Cereal Grains Lei Fan Yiwen Ding Dongdong Fan Donglin Di Maurice Pagnucco Yang Song AI4TS 80 22 0 10 Mar 2022
Knowledge Distillation as Efficient Pre-training: Faster Convergence, Higher Data-efficiency, and Better Transferability Ruifei He Shuyang Sun Jihan Yang Song Bai Xiaojuan Qi 96 37 0 10 Mar 2022
Dynamic MLP for Fine-Grained Image Classification by Leveraging Geographical and Temporal Information Lingfeng Yang Xiang Li Renjie Song Borui Zhao J. Tao Shihao Zhou Jiajun Liang Jian Yang 69 39 0 07 Mar 2022
Glance and Focus Networks for Dynamic Visual Recognition Gao Huang Yulin Wang Kangchen Lv Haojun Jiang Wenhui Huang Pengfei Qi S. Song 3DH 150 50 0 09 Jan 2022
On the Role of Neural Collapse in Transfer Learning Tomer Galanti András Gyorgy Marcus Hutter SSL 90 93 0 30 Dec 2021
Multi-Modality Distillation via Learning the teacher's modality-level Gram Matrix Peng Liu 46 0 0 21 Dec 2021
Progressive Multi-stage Interactive Training in Mobile Network for Fine-grained Recognition Zhenxin Wu Qingliang Chen Yifeng Liu Yinqi Zhang Chengkai Zhu Yang Yu ObjD 69 0 0 08 Dec 2021
Making a Bird AI Expert Work for You and Me Dongliang Chang Kaiyue Pang Ruoyi Du Zhanyu Ma Yi-Zhe Song Jun Guo 124 11 0 06 Dec 2021
Learning a Weight Map for Weakly-Supervised Localization Tal Shaharabany Lior Wolf WSOL SSL 91 1 0 28 Nov 2021
Unsupervised Part Discovery from Contrastive Reconstruction Subhabrata Choudhury Iro Laina Christian Rupprecht Andrea Vedaldi OCL SSL 239 62 0 11 Nov 2021
Fine-Grained Image Analysis with Deep Learning: A Survey Xiu-Shen Wei Yi-Zhe Song Oisin Mac Aodha Jianxin Wu Yuxin Peng Jinhui Tang Jian Yang Serge Belongie 137 296 0 11 Nov 2021
Fine-Grained Adversarial Semi-supervised Learning Daniele Mugnai F. Pernici F. Turchini A. Bimbo 93 8 0 12 Oct 2021
Mask-Guided Feature Extraction and Augmentation for Ultra-Fine-Grained Visual Categorization Zicheng Pan Xiaohan Yu Miaohua Zhang Yongsheng Gao 60 5 0 16 Sep 2021
Counterfactual Attention Learning for Fine-Grained Visual Categorization and Re-identification Yongming Rao Guangyi Chen Jiwen Lu Jie Zhou CML OOD 88 247 0 19 Aug 2021
Learning Canonical 3D Object Representation for Fine-Grained Recognition Sunghun Joung Seungryong Kim Minsu Kim Ig-Jae Kim Kwanghoon Sohn 85 10 0 10 Aug 2021
Webly Supervised Fine-Grained Recognition: Benchmark Datasets and An Approach Zeren Sun Yazhou Yao Xiu-Shen Wei Yongshun Zhang Fumin Shen Jianxin Wu Jian Zhang Heng Tao Shen 85 56 0 05 Aug 2021
RAMS-Trans: Recurrent Attention Multi-scale Transformer forFine-grained Image Recognition Yunqing Hu Xuan Jin Yin Zhang Ha Hong Jingfeng Zhang Yuan He Hui Xue ViT 82 105 0 17 Jul 2021
Transformer with Peak Suppression and Knowledge Guidance for Fine-grained Image Recognition Xinda Liu Lili Wang Xiaoguang Han ViT 96 70 0 14 Jul 2021
Feature Fusion Vision Transformer for Fine-Grained Visual Categorization Jun Wang Xiaohan Yu Yongsheng Gao ViT 102 109 0 06 Jul 2021
Decomposed Mutual Information Estimation for Contrastive Representation Learning Alessandro Sordoni Nouha Dziri Hannes Schulz Geoffrey J. Gordon Philip Bachman Rémi Tachet des Combes SSL 75 30 0 25 Jun 2021
Cross-layer Navigation Convolutional Neural Network for Fine-grained Visual Classification Chenyu Guo Jiyang Xie Kongming Liang Xian Sun Zhanyu Ma 92 4 0 21 Jun 2021
Recent advances and clinical applications of deep learning in medical image analysis Xuxin Chen Ximing Wang Kecheng Zhang K. Fung T. Thai K. Moore Robert S. Mannel Hong Liu B. Zheng Y. Qiu OOD 138 615 0 27 May 2021
Differentiable Patch Selection for Image Recognition Jean-Baptiste Cordonnier Aravindh Mahendran Alexey Dosovitskiy Dirk Weissenborn Jakob Uszkoreit Thomas Unterthiner 110 96 0 07 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
Onfocus Detection: Identifying Individual-Camera Eye Contact from Unconstrained Images Dingwen Zhang Bo Wang Gerong Wang Qiang Zhang Jiajia Zhang Jungong Han Zheng You 81 19 0 29 Mar 2021
TransFG: A Transformer Architecture for Fine-grained Recognition Ju He Jieneng Chen Shuai Liu Adam Kortylewski Cheng Yang Yutong Bai Changhu Wang ViT 116 397 0 14 Mar 2021
Interpretable Attention Guided Network for Fine-grained Visual Classification Zhenhuan Huang Xiaoyue Duan Bo Zhao Jinhu Lu Baochang Zhang 52 2 0 08 Mar 2021
Feature Boosting, Suppression, and Diversification for Fine-Grained Visual Classification Jianwei Song Ruoyu Yang 81 39 0 04 Mar 2021
Multi-attentional Deepfake Detection Hanqing Zhao Wenbo Zhou Dongdong Chen Tianyi Wei Weiming Zhang Nenghai Yu 3DPC 136 629 0 03 Mar 2021
Re-rank Coarse Classification with Local Region Enhanced Features for Fine-Grained Image Recognition Shaokang Yang Shuai Liu Cheng Yang Changhu Wang 88 34 0 19 Feb 2021