SOTA2 Research · papers

Papers for “image classification”

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20 indexed

Title	Authors	Year	Source
T-DuMpRa: Teacher-guided Dual-path Multi-prototype Retrieval Augmented framework for fine-grained medical image classification	Zixuan Tang, Shen Zhao	2026	arxiv 2604.17360
ECP-Mamba: An Efficient Multi-scale Self-supervised Contrastive Learning Method with State Space Model for PolSAR Image Classification	Zuzheng Kuang, Haixia Bi, Chen Xu	2025	arxiv 2506.01040
IL-MCAM: An interactive learning and multi-channel attention mechanism-based weakly supervised colorectal histopathology image classification approach	Haoyuan Chen, Chen Li, Xiaoyan Li	2022	arxiv 2206.03368
ALFA -- Leveraging All Levels of Feature Abstraction for Enhancing the Generalization of Histopathology Image Classification Across Unseen Hospitals	Milad Sikaroudi, Maryam Hosseini, Shahryar Rahnamayan	2023	arxiv 2308.03936
SynerMix: Synergistic Mixup Solution for Enhanced Intra-Class Cohesion and Inter-Class Separability in Image Classification	Ye Xu, Ya Gao, Xiaorong Qiu	2024	arxiv 2403.14137
One Round Is All You Need: Analytic Federated Learning for Task-Heterogeneous Multi-Label Medical Image Classification	Afsaneh Mahanipour, Hana Khamfroush	2026	arxiv 2607.20641
Do emulated quantum circuits change what CNNs look at? Performance and explainability comparison in medical image classification	Guillermo Rubiños Rodríguez, Martín Ottavianelli, Mateo Alonso	2026	arxiv 2607.21186
When the Small-Loss Trick is Not Enough: Multi-Label Image Classification with Noisy Labels Applied to CCTV Sewer Inspections	Keryan Chelouche, Marie Lachaize, Marine Bernard	2024	arxiv 2410.07689
Medical supervised masked autoencoders: Crafting a better masking strategy and efficient fine-tuning schedule for medical image classification

Learned Image resizing with efficient training (LRET) facilitates improved performance of large-scale digital histopathology image classification models	Md Zahangir Alom, Quynh T. Tran, Brent A. Orr	2024	arxiv 2401.11062

Recurrently Exploring Class-wise Attention in A Hybrid Convolutional and Bidirectional LSTM Network for Multi-label Aerial Image Classification	Yuansheng Hua, Lichao Mou, Xiao Xiang Zhu	2018	arxiv 1807.11245