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The Devil is in the Channels: Mutual-Channel Loss for Fine-Grained Image
  Classification
v1v2v3 (latest)

The Devil is in the Channels: Mutual-Channel Loss for Fine-Grained Image Classification

IEEE Transactions on Image Processing (TIP), 2020
11 February 2020
Dongliang Chang
Yifeng Ding
Jiyang Xie
A. Bhunia
Xiaoxu Li
Zhanyu Ma
Ming Wu
Jun Guo
Yi-Zhe Song
ArXiv (abs)PDFHTMLGithub (260★)

Papers citing "The Devil is in the Channels: Mutual-Channel Loss for Fine-Grained Image Classification"

50 / 74 papers shown
Learning Time in Static Classifiers
Learning Time in Static Classifiers
Xi Ding
Lei Wang
Piotr Koniusz
Yongsheng Gao
154
2
0
15 Nov 2025
EnGraf-Net: Multiple Granularity Branch Network with Fine-Coarse Graft Grained for Classification Task
EnGraf-Net: Multiple Granularity Branch Network with Fine-Coarse Graft Grained for Classification Task
Riccardo La Grassa
I. Gallo
Nicola Landro
167
0
0
25 Sep 2025
Interpretable Decision-Making for End-to-End Autonomous Driving
Interpretable Decision-Making for End-to-End Autonomous Driving
Mona Mirzaie
Bodo Rosenhahn
260
2
0
26 Aug 2025
Beyond Frequency: Seeing Subtle Cues Through the Lens of Spatial Decomposition for Fine-Grained Visual Classification
Beyond Frequency: Seeing Subtle Cues Through the Lens of Spatial Decomposition for Fine-Grained Visual Classification
Qin Xu
Lili Zhu
Xiaoxia Cheng
Bo Jiang
183
0
0
09 Aug 2025
MCFNet: A Multimodal Collaborative Fusion Network for Fine-Grained Semantic Classification
MCFNet: A Multimodal Collaborative Fusion Network for Fine-Grained Semantic Classification
Yang Qiao
Xiaoyu Zhong
Xiaofeng Gu
Zhiguo Yu
256
0
0
29 May 2025
DCFG: Diverse Cross-Channel Fine-Grained Feature Learning and Progressive Fusion Siamese Tracker for Thermal Infrared Target Tracking
DCFG: Diverse Cross-Channel Fine-Grained Feature Learning and Progressive Fusion Siamese Tracker for Thermal Infrared Target Tracking
Ruoyan Xiong
Yuke Hou
Princess Retor Torboh
Hui He
Huanbin Zhang
Yue Zhang
Yidan Wang
Huipan Guan
Shang Zhang
259
0
0
19 Apr 2025
Cross-Hierarchical Bidirectional Consistency Learning for Fine-Grained Visual Classification
Cross-Hierarchical Bidirectional Consistency Learning for Fine-Grained Visual ClassificationInformation Sciences (Inf. Sci.), 2025
Pengxiang Gao
Yihao Liang
Yanzhi Song
Zhouwang Yang
291
1
0
18 Apr 2025
Car-1000: A New Large Scale Fine-Grained Visual Categorization Dataset
Car-1000: A New Large Scale Fine-Grained Visual Categorization Dataset
Yutao Hu
Sen Li
Jincheng Yan
Wenqi Shao
Xiaoyan Luo
AI4TS
248
3
0
16 Mar 2025
Enhancing Fine-Grained Visual Recognition in the Low-Data Regime Through
  Feature Magnitude Regularization
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
298
0
0
03 Sep 2024
Extract More from Less: Efficient Fine-Grained Visual Recognition in
  Low-Data Regimes
Extract More from Less: Efficient Fine-Grained Visual Recognition in Low-Data Regimes
Dmitry Demidov
Abduragim Shtanchaev
M. Mihaylov
Mohammad Almansoori
318
2
0
28 Jun 2024
ConceptHash: Interpretable Fine-Grained Hashing via Concept Discovery
ConceptHash: Interpretable Fine-Grained Hashing via Concept Discovery
Kam Woh Ng
Xiatian Zhu
Yi-Zhe Song
Tao Xiang
281
2
0
12 Jun 2024
Enhancing Fine-Grained Image Classifications via Cascaded Vision
  Language Models
Enhancing Fine-Grained Image Classifications via Cascaded Vision Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Canshi Wei
VLM
273
4
0
18 May 2024
Novel Class Discovery for Ultra-Fine-Grained Visual Categorization
Novel Class Discovery for Ultra-Fine-Grained Visual CategorizationComputer Vision and Pattern Recognition (CVPR), 2024
Yu Liu
Yaqi Cai
Qi Jia
Binglin Qiu
Weimin Wang
Nan Pu
258
17
0
10 May 2024
PETDet: Proposal Enhancement for Two-Stage Fine-Grained Object Detection
PETDet: Proposal Enhancement for Two-Stage Fine-Grained Object DetectionIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023
Wentao Li
Danpei Zhao
Bo Yuan
Yue Gao
Z. Shi
ObjD
340
40
0
16 Dec 2023
MFL-YOLO: An Object Detection Model for Damaged Traffic Signs
MFL-YOLO: An Object Detection Model for Damaged Traffic Signs
Tengyang Chen
Jiangtao Ren
177
4
0
13 Sep 2023
Fine-grained Recognition with Learnable Semantic Data Augmentation
Fine-grained Recognition with Learnable Semantic Data AugmentationIEEE Transactions on Image Processing (IEEE TIP), 2023
Yifan Pu
Yizeng Han
Yulin Wang
Junlan Feng
Chao Deng
Gao Huang
337
53
0
01 Sep 2023
Channel-Wise Contrastive Learning for Learning with Noisy Labels
Channel-Wise Contrastive Learning for Learning with Noisy Labels
Hui-Sung Kang
Sheng Liu
Huaxi Huang
Tongliang Liu
NoLa
202
0
0
14 Aug 2023
M2Former: Multi-Scale Patch Selection for Fine-Grained Visual
  Recognition
M2Former: Multi-Scale Patch Selection for Fine-Grained Visual RecognitionApplied Sciences (Appl. Sci.), 2023
Ji-Hee Moon
Junseok K. Lee
Yu-Ling Lee
Seongsik Park
295
5
0
04 Aug 2023
Multi-Dimensional Refinement Graph Convolutional Network with Robust
  Decouple Loss for Fine-Grained Skeleton-Based Action Recognition
Multi-Dimensional Refinement Graph Convolutional Network with Robust Decouple Loss for Fine-Grained Skeleton-Based Action RecognitionIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023
Shengyuan Liu
Yuanyuan Ding
Jin-Rong Zhang
Kaiyuan Liu
Sihan Zhang
Feilong Wang
Gao Huang
190
5
0
27 Jun 2023
Coping with Change: Learning Invariant and Minimum Sufficient
  Representations for Fine-Grained Visual Categorization
Coping with Change: Learning Invariant and Minimum Sufficient Representations for Fine-Grained Visual CategorizationComputer Vision and Image Understanding (CVIU), 2023
Shuo Ye
Shujian Yu
W. Hou
Yu Wang
Xinge You
OOD
416
13
0
08 Jun 2023
Automating Style Analysis and Visualization With Explainable AI -- Case
  Studies on Brand Recognition
Automating Style Analysis and Visualization With Explainable AI -- Case Studies on Brand RecognitionDesign Automation Conference (DAC), 2023
Yu-hsuan Chen
Levent Burak Kara
Jonathan Cagan
259
6
0
05 Jun 2023
CDLT: A Dataset with Concept Drift and Long-Tailed Distribution for
  Fine-Grained Visual Categorization
CDLT: A Dataset with Concept Drift and Long-Tailed Distribution for Fine-Grained Visual Categorization
Shuo Ye
Yufeng Shi
Ruxin Wang
Yu Wang
Jiamiao Xu
Chuanwu Yang
Xinge You
117
3
0
04 Jun 2023
ShuffleMix: Improving Representations via Channel-Wise Shuffle of
  Interpolated Hidden States
ShuffleMix: Improving Representations via Channel-Wise Shuffle of Interpolated Hidden States
Kang Liu
Ke Chen
Lihua Guo
Yaowei Wang
Kui Jia
271
0
0
30 May 2023
Improving Deep Representation Learning via Auxiliary Learnable Target
  Coding
Improving Deep Representation Learning via Auxiliary Learnable Target CodingPattern Recognition (Pattern Recogn.), 2023
Kang Liu
Ke Chen
Yaowei Wang
Kui Jia
289
3
0
30 May 2023
Robust Saliency-Aware Distillation for Few-shot Fine-grained Visual
  Recognition
Robust Saliency-Aware Distillation for Few-shot Fine-grained Visual RecognitionIEEE transactions on multimedia (IEEE TMM), 2023
Haiqi Liu
Chong Chen
Xinrong Gong
Tong Zhang
435
23
0
12 May 2023
Robust Calibrate Proxy Loss for Deep Metric Learning
Robust Calibrate Proxy Loss for Deep Metric Learning
Xinyue Li
Jian Wang
Wei Song
Yanling Du
Zhixiang Liu
273
1
0
06 Apr 2023
Multi-Granularity Archaeological Dating of Chinese Bronze Dings Based on
  a Knowledge-Guided Relation Graph
Multi-Granularity Archaeological Dating of Chinese Bronze Dings Based on a Knowledge-Guided Relation GraphComputer Vision and Pattern Recognition (CVPR), 2023
Rixin Zhou
Jiafu Wei
Qian Zhang
RuiHua Qi
Xi Yang
Chuntao Li
AI4CE
497
10
0
27 Mar 2023
Take 5: Interpretable Image Classification with a Handful of Features
Take 5: Interpretable Image Classification with a Handful of Features
Thomas Norrenbrock
Marco Rudolph
Bodo Rosenhahn
FAtt
370
8
0
23 Mar 2023
Part-guided Relational Transformers for Fine-grained Visual Recognition
Part-guided Relational Transformers for Fine-grained Visual RecognitionIEEE Transactions on Image Processing (TIP), 2021
Yifan Zhao
Jia Li
Xiaowu Chen
Yonghong Tian
ViT
234
60
0
28 Dec 2022
Computer Vision on X-ray Data in Industrial Production and Security
  Applications: A Comprehensive Survey
Computer Vision on X-ray Data in Industrial Production and Security Applications: A Comprehensive SurveyIEEE Access (IEEE Access), 2022
M. Rafiei
Jenni Raitoharju
Alexandros Iosifidis
207
36
0
10 Nov 2022
A Task-aware Dual Similarity Network for Fine-grained Few-shot Learning
A Task-aware Dual Similarity Network for Fine-grained Few-shot LearningPacific Rim International Conference on Artificial Intelligence (PRICAI), 2022
Yanjun Qi
Han Sun
Ningzhong Liu
Huiyu Zhou
260
10
0
22 Oct 2022
LW-ISP: A Lightweight Model with ISP and Deep Learning
LW-ISP: A Lightweight Model with ISP and Deep LearningBritish Machine Vision Conference (BMVC), 2022
Hongyang Chen
Kaisheng Ma
VLM
236
5
0
08 Oct 2022
Fine-grained Classification of Solder Joints with α-skew
  Jensen-Shannon Divergence
Fine-grained Classification of Solder Joints with α-skew Jensen-Shannon DivergenceIEEE Transactions on Components, Packaging, and Manufacturing Technology (TCPMT), 2022
Furkan Ulger
S. E. Yuksel
Atila Yilmaz
Dincer Gokcen
UQCV
257
4
0
20 Sep 2022
SR-GNN: Spatial Relation-aware Graph Neural Network for Fine-Grained
  Image Categorization
SR-GNN: Spatial Relation-aware Graph Neural Network for Fine-Grained Image CategorizationIEEE Transactions on Image Processing (IEEE TIP), 2022
Asish Bera
Zachary Wharton
Yonghuai Liu
Nikolaos Bessis
Ardhendu Behera
234
91
0
05 Sep 2022
Convolutional Fine-Grained Classification with Self-Supervised Target
  Relation Regularization
Convolutional Fine-Grained Classification with Self-Supervised Target Relation RegularizationIEEE Transactions on Image Processing (IEEE TIP), 2022
Kang Liu
Ke Chen
Kui Jia
231
37
0
03 Aug 2022
Adaptive Fine-Grained Predicates Learning for Scene Graph Generation
Adaptive Fine-Grained Predicates Learning for Scene Graph GenerationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Xinyu Lyu
Lianli Gao
Pengpeng Zeng
Hengtao Shen
Jingkuan Song
240
21
0
11 Jul 2022
Fine-Grained Visual Classification using Self Assessment Classifier
Fine-Grained Visual Classification using Self Assessment ClassifierConference on Algebraic Informatics (CAI), 2022
Tuong Khanh Long Do
Huy Tran
Erman Tjiputra
Quang-Dieu Tran
Anh Nguyen
305
20
0
21 May 2022
R2-Trans:Fine-Grained Visual Categorization with Redundancy Reduction
R2-Trans:Fine-Grained Visual Categorization with Redundancy ReductionImage and Vision Computing (IVC), 2022
Yu Wang
Shuo Ye
Shujian Yu
Xinge You
276
23
0
21 Apr 2022
CholecTriplet2021: A benchmark challenge for surgical action triplet
  recognition
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition
C. Nwoye
Deepak Alapatt
Tong Yu
Armine Vardazaryan
Fangfang Xia
...
Didier Mutter
Pietro Mascagni
B. Seeliger
Cristians Gonzalez
N. Padoy
194
82
0
10 Apr 2022
Fine-Grained Object Classification via Self-Supervised Pose Alignment
Fine-Grained Object Classification via Self-Supervised Pose AlignmentComputer Vision and Pattern Recognition (CVPR), 2022
Xuhui Yang
Yaowei Wang
Ke Chen
Yong-mei Xu
Yonghong Tian
3DPCSSL
215
71
0
30 Mar 2022
Deep Class Incremental Learning from Decentralized Data
Deep Class Incremental Learning from Decentralized DataIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022
Xiaohan Zhang
Songlin Dong
Jinjie Chen
Qiaoling Tian
Yihong Gong
Xiaopeng Hong
CLL
206
12
0
11 Mar 2022
GrainSpace: A Large-scale Dataset for Fine-grained and Domain-adaptive
  Recognition of Cereal Grains
GrainSpace: A Large-scale Dataset for Fine-grained and Domain-adaptive Recognition of Cereal GrainsComputer Vision and Pattern Recognition (CVPR), 2022
Lei Fan
Yiwen Ding
Dongdong Fan
Donglin Di
Maurice Pagnucco
Yang Song
AI4TS
227
34
0
10 Mar 2022
Dynamic MLP for Fine-Grained Image Classification by Leveraging
  Geographical and Temporal Information
Dynamic MLP for Fine-Grained Image Classification by Leveraging Geographical and Temporal InformationComputer Vision and Pattern Recognition (CVPR), 2022
Lingfeng Yang
Xiang Li
Renjie Song
Borui Zhao
J. Tao
Shihao Zhou
Jiajun Liang
Jian Yang
175
51
0
07 Mar 2022
Bridge the Gap between Supervised and Unsupervised Learning for
  Fine-Grained Classification
Bridge the Gap between Supervised and Unsupervised Learning for Fine-Grained ClassificationInformation Sciences (Inf. Sci.), 2022
Jiabao Wang
Yang Li
Xiu-Shen Wei
Hang Li
Zhuang Miao
Rui Zhang
294
11
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01 Mar 2022
Domain Generalization via Frequency-domain-based Feature Disentanglement
  and Interaction
Domain Generalization via Frequency-domain-based Feature Disentanglement and InteractionACM Multimedia (ACM MM), 2022
Jing-Yi Wang
Ruoyi Du
Dongliang Chang
Kongming Liang
Zhanyu Ma
OOD
321
61
0
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Fine-Grained Image Analysis with Deep Learning: A Survey
Fine-Grained Image Analysis with Deep Learning: A SurveyIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Xiu-Shen Wei
Yi-Zhe Song
Oisin Mac Aodha
Jianxin Wu
Yuxin Peng
Jinhui Tang
Zhiqiang Wang
Serge Belongie
322
403
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An attention-driven hierarchical multi-scale representation for visual
  recognition
An attention-driven hierarchical multi-scale representation for visual recognitionBritish Machine Vision Conference (BMVC), 2021
Zachary Wharton
Chenglong Bao
Asish Bera
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239
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A Systematic Benchmarking Analysis of Transfer Learning for Medical
  Image Analysis
A Systematic Benchmarking Analysis of Transfer Learning for Medical Image Analysis
M. Taher
F. Haghighi
Ruibin Feng
Michael B. Gotway
Jianming Liang
211
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0
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Cross-layer Navigation Convolutional Neural Network for Fine-grained
  Visual Classification
Cross-layer Navigation Convolutional Neural Network for Fine-grained Visual ClassificationACM Multimedia Asia (MA), 2021
Chenyu Guo
Jiyang Xie
Kongming Liang
Xian Sun
Zhanyu Ma
185
4
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21 Jun 2021
Channel DropBlock: An Improved Regularization Method for Fine-Grained
  Visual Classification
Channel DropBlock: An Improved Regularization Method for Fine-Grained Visual ClassificationBritish Machine Vision Conference (BMVC), 2021
Yifeng Ding
Shuwei Dong
Yujun Tong
Zhanyu Ma
Bo Xiao
Haibin Ling
166
8
0
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12
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