TransFG: A Transformer Architecture for Fine-grained Recognition

14 March 2021

Papers citing "TransFG: A Transformer Architecture for Fine-grained Recognition"

50 / 110 papers shown

Title
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 21 0 0 10 May 2025
Fine Grain Classification: Connecting Meta using Cross-Contrastive pre-training Sumit Mamtani Yash Thesia 14 0 0 29 Apr 2025
Multi-scale Activation, Refinement, and Aggregation: Exploring Diverse Cues for Fine-Grained Bird Recognition Z. Zhang Hao Tang Jinhui Tang 19 0 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 39 0 0 16 Mar 2025
Dr. Tongue: Sign-Oriented Multi-label Detection for Remote Tongue Diagnosis Yiliang Chen Steven SC Ho Cheng Xu Yao Jie Xie Wing-Fai Yeung Shengfeng He Jing Qin LM&MA 28 0 0 06 Jan 2025
Navigating limitations with precision: A fine-grained ensemble approach to wrist pathology recognition on a limited x-ray dataset Ammar Ahmed Ali Shariq Imran M. Ullah Zenun Kastrati Sher Muhammad Daudpota 69 0 0 18 Dec 2024
Seismic Phase Picking Yuchen Wang Ruihuan Wang 28 0 0 21 Oct 2024
Recurrent Few-Shot model for Document Verification Maxime Talarmain Carlos Boned Sanket Biswas Oriol Ramos 32 1 0 03 Oct 2024
Agglomerative Token Clustering Joakim Bruslund Haurum Sergio Escalera Graham W. Taylor T. Moeslund 29 1 0 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 24 0 0 17 Sep 2024
Extremely Fine-Grained Visual Classification over Resembling Glyphs in the Wild F. Bougourzi Fadi Dornaika Chongsheng Zhang 22 0 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 23 0 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 22 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 27 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 23 2 0 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 ... Paula Mabee Wasila Dahdul Anuj Karpatne Wasila M Dahdul Anuj Karpatne 23 4 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 30 3 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 27 5 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 53 0 0 28 Jun 2024
SHMamba: Structured Hyperbolic State Space Model for Audio-Visual Question Answering Zhe Yang Wenrui Li Guanghui Cheng Mamba 23 0 0 14 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
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 30 0 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 16 0 0 07 May 2024
Context-Semantic Quality Awareness Network for Fine-Grained Visual Categorization Qin Xu Sitong Li Jiahui Wang Bo Jiang Jinhui Tang 22 2 0 15 Mar 2024
Magic Tokens: Select Diverse Tokens for Multi-modal Object Re-Identification Pingping Zhang Yuhao Wang Yang Liu Zhengzheng Tu Huchuan Lu 21 21 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 25 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 Anh Nguyen VLM 29 7 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 34 2 0 07 Mar 2024
ViTree: Single-path Neural Tree for Step-wise Interpretable Fine-grained Visual Categorization Danning Lao Qi Liu Jiazi Bu Junchi Yan Wei Shen 16 1 0 30 Jan 2024
Progressive Multi-task Anti-Noise Learning and Distilling Frameworks for Fine-grained Vehicle Recognition Dichao Liu 11 0 0 25 Jan 2024
Cross-Level Multi-Instance Distillation for Self-Supervised Fine-Grained Visual Categorization Qi Bi Wei Ji Jingjun Yi Haolan Zhan Gui-Song Xia 16 0 0 16 Jan 2024
Low-Resource Vision Challenges for Foundation Models Yunhua Zhang Hazel Doughty Cees G. M. Snoek VLM 22 5 0 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 21 1 0 03 Jan 2024
Leveraging Habitat Information for Fine-grained Bird Identification Tin Nguyen Anh Nguyen Anh Nguyen VLM 30 0 0 22 Dec 2023
Structural Information Guided Multimodal Pre-training for Vehicle-centric Perception Xiao Wang Wentao Wu Chenglong Li Zhicheng Zhao Zhe Chen Yukai Shi Jin Tang 35 4 0 15 Dec 2023
TF-CLIP: Learning Text-free CLIP for Video-based Person Re-Identification Chenyang Yu Xuehu Liu Yingquan Wang Pingping Zhang Huchuan Lu VLM 19 21 0 15 Dec 2023
Learning Contrastive Self-Distillation for Ultra-Fine-Grained Visual Categorization Targeting Limited Samples Ziye Fang Xin Jiang Hao Tang Zechao Li 22 12 0 10 Nov 2023
Transitivity Recovering Decompositions: Interpretable and Robust Fine-Grained Relationships Abhra Chaudhuri Massimiliano Mancini Zeynep Akata Anjan Dutta 11 2 0 24 Oct 2023
CHIP: Contrastive Hierarchical Image Pretraining Arpit Mittal Harshil Jhaveri Swapnil Mallick Abhishek Ajmera VLM 11 0 0 12 Oct 2023
Facial Forgery-based Deepfake Detection using Fine-Grained Features Aakash Varma Nadimpalli A. Rattani CVBM 19 1 0 10 Oct 2023
Species196: A One-Million Semi-supervised Dataset for Fine-grained Species Recognition W. He Kai Han Ying Nie Chengcheng Wang Yunhe Wang VLM 29 6 0 25 Sep 2023
Delving into Multimodal Prompting for Fine-grained Visual Classification Xin Jiang Hao Tang Junyao Gao Xiaoyu Du Shengfeng He Zechao Li VLM 14 22 0 16 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
Which Tokens to Use? Investigating Token Reduction in Vision Transformers Joakim Bruslund Haurum Sergio Escalera Graham W. Taylor T. Moeslund ViT 36 33 0 09 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
Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification Wenhao Tang Sheng Huang Xiaoxian Zhang Fengtao Zhou Yi Zhang Bo Liu 18 39 0 28 Jul 2023
Simplified Concrete Dropout -- Improving the Generation of Attribution Masks for Fine-grained Classification D. Korsch M. Shadaydeh Joachim Denzler 9 1 0 27 Jul 2023
Generative Prompt Model for Weakly Supervised Object Localization Yuzhong Zhao QiXiang Ye Weijia Wu Chunhua Shen Fang Wan WSOL VLM DiffM 29 27 0 19 Jul 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 10 10 0 08 Jun 2023
Recent Advances of Local Mechanisms in Computer Vision: A Survey and Outlook of Recent Work Qiangchang Wang Yilong Yin 21 0 0 02 Jun 2023