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TransFG: A Transformer Architecture for Fine-grained Recognition
AAAI Conference on Artificial Intelligence (AAAI), 2021
14 March 2021
Ju He
Jieneng Chen
Shuai Liu
Adam Kortylewski
Cheng Yang
Yutong Bai
Changhu Wang
ViT
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Papers citing
"TransFG: A Transformer Architecture for Fine-grained Recognition"
50 / 118 papers shown
Saccadic Vision for Fine-Grained Visual Classification
Johann Schmidt
Sebastian Stober
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193
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Multi-Level CLS Token Fusion for Contrastive Learning in Endoscopy Image Classification
Y Hop Nguyen
Doan Anh Phan Huu
T. Tran
Nhat Nam Mai
Van Toi Giap
Thao Thi Phuong Dao
Trung-Nghia Le
MedIm
170
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31 Aug 2025
The Loupe: A Plug-and-Play Attention Module for Amplifying Discriminative Features in Vision Transformers
Naren Sengodan
162
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20 Aug 2025
Infusing fine-grained visual knowledge to Vision-Language Models
Nikolaos-Antonios Ypsilantis
Kaifeng Chen
A. Araújo
Ondrej Chum
CLL
VLM
184
1
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16 Aug 2025
Beyond Frequency: Seeing Subtle Cues Through the Lens of Spatial Decomposition for Fine-Grained Visual Classification
Qin Xu
Lili Zhu
Xiaoxia Cheng
Bo Jiang
202
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0
09 Aug 2025
YOLO for Knowledge Extraction from Vehicle Images: A Baseline Study
Saraa Al-Saddik
Manna Elizabeth Philip
Ali Haidar
166
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25 Jul 2025
Feature-Enhanced TResNet for Fine-Grained Food Image Classification
Lulu Liu
Zhiyong Xiao
252
1
0
17 Jul 2025
Towards Privacy-Preserving Fine-Grained Visual Classification via Hierarchical Learning from Label Proportions
Jinyi Chang
Dongliang Chang
Lei Chen
Bingyao Yu
Zhanyu Ma
219
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0
29 May 2025
MCFNet: A Multimodal Collaborative Fusion Network for Fine-Grained Semantic Classification
Yang Qiao
Xiaoyu Zhong
Xiaofeng Gu
Zhiguo Yu
265
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0
29 May 2025
Respond to Change with Constancy: Instruction-tuning with LLM for Non-I.I.D. Network Traffic Classification
IEEE Transactions on Information Forensics and Security (TIFS), 2025
Xinjie Lin
Gang Xiong
Gaopeng Gou
Wenqi Dong
Jing Yu
Zhen Li
W. Xia
202
8
0
27 May 2025
SimMIL: A Universal Weakly Supervised Pre-Training Framework for Multi-Instance Learning in Whole Slide Pathology Images
Yicheng Song
Tiancheng Lin
Die Peng
Su Yang
Yi Xu
MedIm
319
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0
10 May 2025
Fine-Grained Classification: Connecting Metadata via Cross-Contrastive Pre-Training
Sumit Mamtani
Yash Thesia
324
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0
29 Apr 2025
Multi-scale Activation, Refinement, and Aggregation: Exploring Diverse Cues for Fine-Grained Bird Recognition
Zhenru Zhang
Hao Tang
Jinhui Tang
275
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0
12 Apr 2025
Car-1000: A New Large Scale Fine-Grained Visual Categorization Dataset
Yutao Hu
Sen Li
Jincheng Yan
Wenqi Shao
Xiaoyan Luo
AI4TS
279
3
0
16 Mar 2025
Dr. Tongue: Sign-Oriented Multi-label Detection for Remote Tongue Diagnosis
AAAI Conference on Artificial Intelligence (AAAI), 2025
Yiliang Chen
Steven SC Ho
Cheng Xu
Yao Jie Xie
Wing-Fai Yeung
Shengfeng He
Jing Qin
LM&MA
381
1
0
06 Jan 2025
Cross-Layer Cache Aggregation for Token Reduction in Ultra-Fine-Grained Image Recognition
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024
Edwin Arkel Rios
Jansen Christopher Yuanda
Vincent Leon Ghanz
Cheng-Wei Yu
Bo-Cheng Lai
Min-Chun Hu
171
0
0
03 Jan 2025
Navigating limitations with precision: A fine-grained ensemble approach to wrist pathology recognition on a limited x-ray dataset
International Conference on Information Photonics (ICIP), 2024
Ammar Ahmed
Ali Shariq Imran
M. Ullah
Zenun Kastrati
Sher Muhammad Daudpota
366
2
0
18 Dec 2024
Seismic Phase Picking
Yuchen Wang
Ruihuan Wang
177
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0
21 Oct 2024
Recurrent Few-Shot model for Document Verification
IEEE International Conference on Document Analysis and Recognition (ICDAR), 2024
Maxime Talarmain
Carlos Boned
Sanket Biswas
Oriol Ramos
166
1
0
03 Oct 2024
Agglomerative Token Clustering
European Conference on Computer Vision (ECCV), 2024
Joakim Bruslund Haurum
Sergio Escalera
Graham W. Taylor
T. Moeslund
347
11
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18 Sep 2024
Down-Sampling Inter-Layer Adapter for Parameter and Computation Efficient Ultra-Fine-Grained Image Recognition
Edwin Arkel Rios
Femiloye Oyerinde
Min-Chun Hu
Bo-Cheng Lai
245
1
0
17 Sep 2024
Extremely Fine-Grained Visual Classification over Resembling Glyphs in the Wild
F. Bougourzi
Fadi Dornaika
Chongsheng Zhang
268
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0
25 Aug 2024
Learning from the few: Fine-grained approach to pediatric wrist pathology recognition on a limited dataset
Ammar Ahmed
Ali Shariq Imran
Zenun Kastrati
Sher Muhammad Daudpota
Mohib Ullah
Waheed Noord
314
5
0
24 Aug 2024
Image-Based Leopard Seal Recognition: Approaches and Challenges in Current Automated Systems
Jorge Yero Salazar
Pablo Rivas
Renato Borras-Chavez
Sarah Kienle
164
0
0
14 Aug 2024
What Happens Without Background? Constructing Foreground-Only Data for Fine-Grained Tasks
Yuetian Wang
W. Hou
Qinmu Peng
Xinge You
286
0
0
04 Aug 2024
Global-Local Similarity for Efficient Fine-Grained Image Recognition with Vision Transformers
Edwin Arkel Rios
Min-Chun Hu
Bo-Cheng Lai
ViT
382
3
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17 Jul 2024
Fish-Vista: A Multi-Purpose Dataset for Understanding & Identification of Traits from Images
Kazi Sajeed Mehrab
M. Maruf
Arka Daw
Harish Babu Manogaran
Abhilash Neog
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Paula Mabee
Wasila Dahdul
Anuj Karpatne
Wasila M Dahdul
Anuj Karpatne
575
10
0
10 Jul 2024
Exploration of Class Center for Fine-Grained Visual Classification
Hang Yao
Qiguang Miao
Peipei Zhao
Chaoneng Li
Xin Li
Guanwen Feng
Ruyi Liu
VLM
281
20
0
05 Jul 2024
LLaVolta: Efficient Multi-modal Models via Stage-wise Visual Context Compression
Jieneng Chen
Luoxin Ye
Ju He
Zhao-Yang Wang
Daniel Khashabi
Alan Yuille
VLM
222
1
0
28 Jun 2024
Extract More from Less: Efficient Fine-Grained Visual Recognition in Low-Data Regimes
Dmitry Demidov
Abduragim Shtanchaev
M. Mihaylov
Mohammad Almansoori
355
2
0
28 Jun 2024
SHMamba: Structured Hyperbolic State Space Model for Audio-Visual Question Answering
IEEE Transactions on Audio, Speech, and Language Processing (IEEE TASLP), 2024
Zhe Yang
Wenrui Li
Guanghui Cheng
Mamba
312
6
0
14 Jun 2024
ConceptHash: Interpretable Fine-Grained Hashing via Concept Discovery
Kam Woh Ng
Xiatian Zhu
Yi-Zhe Song
Tao Xiang
295
2
0
12 Jun 2024
Addressing the Elephant in the Room: Robust Animal Re-Identification with Unsupervised Part-Based Feature Alignment
Yingxue Yu
Vidit Vidit
Andrey Davydov
Martin Engilberge
Pascal Fua
186
3
0
22 May 2024
DCNN: Dual Cross-current Neural Networks Realized Using An Interactive Deep Learning Discriminator for Fine-grained Objects
Da Fu
Mingfei Rong
Eun-Hu Kim
Hao Huang
Witold Pedrycz
367
1
0
07 May 2024
Context-Semantic Quality Awareness Network for Fine-Grained Visual Categorization
Qin Xu
Sitong Li
Jiahui Wang
Bo Jiang
Jinhui Tang
292
10
0
15 Mar 2024
Magic Tokens: Select Diverse Tokens for Multi-modal Object Re-Identification
Computer Vision and Pattern Recognition (CVPR), 2024
Silong Yong
Yuhao Wang
Yang Liu
Zhengzheng Tu
Huchuan Lu
365
55
0
15 Mar 2024
Not just Birds and Cars: Generic, Scalable and Explainable Models for Professional Visual Recognition
Junde Wu
Jiayuan Zhu
Min Xu
Yueming Jin
309
0
0
08 Mar 2024
PEEB: Part-based Image Classifiers with an Explainable and Editable Language Bottleneck
Thang M. Pham
Peijie Chen
Tin Nguyen
Seunghyun Yoon
Trung Bui
Peijie Chen
VLM
404
11
0
08 Mar 2024
Dual-path Frequency Discriminators for Few-shot Anomaly Detection
Yuhu Bai
Jiangning Zhang
Yuhang Dong
Guanzhong Tian
Liang Liu
Yunkang Cao
Yabiao Wang
Chengjie Wang
313
12
0
07 Mar 2024
LoDisc: Learning Global-Local Discriminative Features for Self-Supervised Fine-Grained Visual Recognition
Jialu Shi
Zhiqiang Wei
Jie Nie
Lei Huang
SSL
491
2
0
06 Mar 2024
ViTree: Single-path Neural Tree for Step-wise Interpretable Fine-grained Visual Categorization
Danning Lao
Zijun Chen
Jiazi Bu
Junchi Yan
Wei Shen
198
1
0
30 Jan 2024
Progressive Multi-task Anti-Noise Learning and Distilling Frameworks for Fine-grained Vehicle Recognition
Dichao Liu
276
5
0
25 Jan 2024
Cross-Level Multi-Instance Distillation for Self-Supervised Fine-Grained Visual Categorization
IEEE Transactions on Image Processing (TIP), 2024
Qi Bi
Wei Ji
Jingjun Yi
Haolan Zhan
Gui-Song Xia
531
10
0
16 Jan 2024
Low-Resource Vision Challenges for Foundation Models
Computer Vision and Pattern Recognition (CVPR), 2024
Yunhua Zhang
Hazel Doughty
Cees G. M. Snoek
VLM
358
19
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09 Jan 2024
Synthetic dataset of ID and Travel Document
Carlos Boned Riera
Maxime Talarmain
Nabil Ghanmi
Guillaume Chiron
Sanket Biswas
Ahmad-Montaser Awal
O. R. Terrades
259
4
0
03 Jan 2024
Leveraging Habitat Information for Fine-grained Bird Identification
Tin Nguyen
Peijie Chen
Anh Totti Nguyen
VLM
477
1
0
22 Dec 2023
Structural Information Guided Multimodal Pre-training for Vehicle-centric Perception
AAAI Conference on Artificial Intelligence (AAAI), 2023
Tianlin Li
Wentao Wu
Chenglong Li
Zhicheng Zhao
Zhe Chen
Yukai Shi
Jin Tang
271
9
0
15 Dec 2023
TF-CLIP: Learning Text-free CLIP for Video-based Person Re-Identification
AAAI Conference on Artificial Intelligence (AAAI), 2023
Chenyang Yu
Xuehu Liu
Yingquan Wang
Silong Yong
Huchuan Lu
VLM
206
64
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Learning Contrastive Self-Distillation for Ultra-Fine-Grained Visual Categorization Targeting Limited Samples
Ziye Fang
Xin Jiang
Hao Tang
Zechao Li
373
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10 Nov 2023
Transitivity Recovering Decompositions: Interpretable and Robust Fine-Grained Relationships
Neural Information Processing Systems (NeurIPS), 2023
Abhra Chaudhuri
Goran Frehse
Zeynep Akata
Anjan Dutta
232
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24 Oct 2023
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