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

11 February 2020

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

50 / 70 papers shown

Title
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 Y. Wang Huipan Guan Shang Zhang 20 0 0 19 Apr 2025
Cross-Hierarchical Bidirectional Consistency Learning for Fine-Grained Visual Classification Pengxiang Gao Yihao Liang Yanzhi Song Zhouwang Yang 17 0 0 18 Apr 2025
Car-1000: A New Large Scale Fine-Grained Visual Categorization Dataset Yutao Hu Sen Li Jincheng Yan Wenqi Shao Xiaoyan Luo AI4TS 39 0 0 16 Mar 2025
Enhancing Fine-Grained Visual Recognition in the Low-Data Regime Through Feature Magnitude Regularization Avraham Chapman Haiming Xu Lingqiao Liu 16 0 0 03 Sep 2024
Extract More from Less: Efficient Fine-Grained Visual Recognition in Low-Data Regimes Dmitry Demidov Abduragim Shtanchaev M. Mihaylov Mohammad Almansoori 50 0 0 28 Jun 2024
ConceptHash: Interpretable Fine-Grained Hashing via Concept Discovery Kam Woh Ng Xiatian Zhu Yi-Zhe Song Tao Xiang 33 2 0 12 Jun 2024
Enhancing Fine-Grained Image Classifications via Cascaded Vision Language Models Canshi Wei VLM 16 0 0 18 May 2024
Novel Class Discovery for Ultra-Fine-Grained Visual Categorization Yu Liu Yaqi Cai Qi Jia Binglin Qiu Weimin Wang Nan Pu 19 5 0 10 May 2024
PETDet: Proposal Enhancement for Two-Stage Fine-Grained Object Detection Wentao Li Danpei Zhao Bo Yuan Yue Gao Z. Shi ObjD 30 15 0 16 Dec 2023
MFL-YOLO: An Object Detection Model for Damaged Traffic Signs Tengyang Chen Jiangtao Ren 11 1 0 13 Sep 2023
Fine-grained Recognition with Learnable Semantic Data Augmentation Yifan Pu Yizeng Han Yulin Wang Junlan Feng Chao Deng Gao Huang 22 27 0 01 Sep 2023
Channel-Wise Contrastive Learning for Learning with Noisy Labels Hui-Sung Kang Sheng Liu Huaxi Huang Tongliang Liu NoLa 23 0 0 14 Aug 2023
M2Former: Multi-Scale Patch Selection for Fine-Grained Visual Recognition Ji-Hee Moon Junseok K. Lee Yu-Ling Lee Seongsik Park 22 4 0 04 Aug 2023
Multi-Dimensional Refinement Graph Convolutional Network with Robust Decouple Loss for Fine-Grained Skeleton-Based Action Recognition Shengyuan Liu Yuanyuan Ding Jin-Rong Zhang Kaiyuan Liu Sihan Zhang Feilong Wang Gao Huang 24 1 0 27 Jun 2023
Coping with Change: Learning Invariant and Minimum Sufficient Representations for Fine-Grained Visual Categorization Shuo Ye Shujian Yu W. Hou Yu Wang Xinge You OOD 8 10 0 08 Jun 2023
Automating Style Analysis and Visualization With Explainable AI -- Case Studies on Brand Recognition Yu-Hsuan Chen L. Kara Jonathan Cagan 20 3 0 05 Jun 2023
ShuffleMix: Improving Representations via Channel-Wise Shuffle of Interpolated Hidden States Kang-Jun Liu Ke Chen Lihua Guo Yaowei Wang K. Jia 17 0 0 30 May 2023
Improving Deep Representation Learning via Auxiliary Learnable Target Coding Kang-Jun Liu Ke Chen Yaowei Wang K. Jia 16 0 0 30 May 2023
Robust Saliency-Aware Distillation for Few-shot Fine-grained Visual Recognition Haiqi Liu C. L. P. Chen Xinrong Gong Tong Zhang 13 9 0 12 May 2023
Robust Calibrate Proxy Loss for Deep Metric Learning Xinyue Li Jian Wang Wei Song Yanling Du Zhixiang Liu 14 1 0 06 Apr 2023
Multi-Granularity Archaeological Dating of Chinese Bronze Dings Based on a Knowledge-Guided Relation Graph Rixin Zhou Jiafu Wei Qian Zhang RuiHua Qi Xi Yang Chuntao Li AI4CE 8 2 0 27 Mar 2023
Take 5: Interpretable Image Classification with a Handful of Features Thomas Norrenbrock Marco Rudolph Bodo Rosenhahn FAtt 16 7 0 23 Mar 2023
SimFLE: Simple Facial Landmark Encoding for Self-Supervised Facial Expression Recognition in the Wild Ji-Hee Moon Seongsik Park 14 0 0 14 Mar 2023
Part-guided Relational Transformers for Fine-grained Visual Recognition Yifan Zhao Jia Li Xiaowu Chen Yonghong Tian ViT 29 33 0 28 Dec 2022
Computer Vision on X-ray Data in Industrial Production and Security Applications: A Comprehensive Survey M. Rafiei Jenni Raitoharju Alexandros Iosifidis 11 22 0 10 Nov 2022
A Task-aware Dual Similarity Network for Fine-grained Few-shot Learning Yanjun Qi Han Sun Ningzhong Liu Huiyu Zhou 19 7 0 22 Oct 2022
LW-ISP: A Lightweight Model with ISP and Deep Learning Hongyang Chen Kaisheng Ma VLM 22 1 0 08 Oct 2022
Fine-grained Classification of Solder Joints with α-skew Jensen-Shannon Divergence Furkan Ulger S. E. Yuksel Atila Yilmaz Dincer Gokcen UQCV 11 3 0 20 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 42 48 0 05 Sep 2022
Convolutional Fine-Grained Classification with Self-Supervised Target Relation Regularization Kang-Jun Liu Ke Chen K. Jia 11 26 0 03 Aug 2022
Adaptive Fine-Grained Predicates Learning for Scene Graph Generation Xinyu Lyu Lianli Gao Pengpeng Zeng Hengtao Shen Jingkuan Song 19 18 0 11 Jul 2022
Fine-Grained Visual Classification using Self Assessment Classifier Tuong Khanh Long Do Huy Tran Erman Tjiputra Quang-Dieu Tran Anh Nguyen 25 12 0 21 May 2022
R2-Trans:Fine-Grained Visual Categorization with Redundancy Reduction Yu Wang Shuo Ye Shujian Yu Xinge You 9 14 0 21 Apr 2022
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 23 50 0 10 Apr 2022
Fine-Grained Object Classification via Self-Supervised Pose Alignment Xuhui Yang Yaowei Wang Ke Chen Yong-mei Xu Yonghong Tian 3DPC SSL 27 45 0 30 Mar 2022
Deep Class Incremental Learning from Decentralized Data Xiaohan Zhang Songlin Dong Jinjie Chen Qiaoling Tian Yihong Gong Xiaopeng Hong CLL 15 11 0 11 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 M. Pagnucco Yang Song AI4TS 9 19 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 13 37 0 07 Mar 2022
Bridge the Gap between Supervised and Unsupervised Learning for Fine-Grained Classification Jiabao Wang Yang Li Xiu-Shen Wei Hang Li Zhuang Miao Rui Zhang 13 8 0 01 Mar 2022
Domain Generalization via Frequency-domain-based Feature Disentanglement and Interaction Jing-Yi Wang Ruoyi Du Dongliang Chang Kongming Liang Zhanyu Ma OOD 23 44 0 20 Jan 2022
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 J. Belongie 66 277 0 11 Nov 2021
An attention-driven hierarchical multi-scale representation for visual recognition Zachary Wharton Chenglong Bao Asish Bera BDL 8 1 0 23 Oct 2021
A Systematic Benchmarking Analysis of Transfer Learning for Medical Image Analysis M. Taher F. Haghighi Ruibin Feng Michael B. Gotway Jianming Liang 15 66 0 12 Aug 2021
Cross-layer Navigation Convolutional Neural Network for Fine-grained Visual Classification Chenyu Guo Jiyang Xie Kongming Liang Xian Sun Zhanyu Ma 31 3 0 21 Jun 2021
Channel DropBlock: An Improved Regularization Method for Fine-Grained Visual Classification Yifeng Ding Shuwei Dong Yujun Tong Zhanyu Ma Bo Xiao Haibin Ling 13 7 0 07 Jun 2021
BR-NPA: A Non-Parametric High-Resolution Attention Model to improve the Interpretability of Attention T. Gomez Suiyi Ling Thomas Fréour Harold Mouchère 10 5 0 04 Jun 2021
Towards Fine-grained Visual Representations by Combining Contrastive Learning with Image Reconstruction and Attention-weighted Pooling Jonas Dippel Steffen Vogler Johannes Höhne 26 21 0 09 Apr 2021
CNN-based Discriminative Training for Domain Compensation in Acoustic Event Detection with Frame-wise Classifier Tiantian Tang Xinyuan Zhou Yanhua Long Yijie Li Jiaen Liang 11 3 0 26 Mar 2021
Sequential Random Network for Fine-grained Image Classification Chaorong Li Malu Zhang Wei Huang Feng-qing Qin Anping Zeng Yuanyuan Huang 14 0 0 12 Mar 2021
Interpretable Attention Guided Network for Fine-grained Visual Classification Zhenhuan Huang Xiaoyue Duan Bo Zhao Jinhu Lu Baochang Zhang 6 2 0 08 Mar 2021