SOTA2 Research · papers

Papers for “image classification”

Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.

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20 indexed

Title	Authors	Year	Source
From Patches to Evidence Balls: Class-Conditioned Evidence Retrieval for Few-Shot Whole Slide Image Classification	Di Zhang, Li Zhang, Jiashuai Liu	2026	arxiv 2608.01104
Category-wise Fine-Tuning: Resisting Incorrect Pseudo-Labels in Multi-Label Image Classification with Partial Labels	Chak Fong Chong, Xinyi Fang, Jielong Guo	2024	arxiv 2401.16991
Supervised Contrastive Machine Unlearning of Background Bias in Sonar Image Classification with Fine-Grained Explainable AI	Kamal Basha S, Athira Nambiar	2025	arxiv 2512.01291
Effective, Fast, and Memory-Efficient Compressed Multi-function Convolutional Neural Networks for More Accurate Medical Image Classification	Luna M. Zhang	2018	arxiv 1811.11996
Active Transfer Learning Network: A Unified Deep Joint Spectral-Spatial Feature Learning Model For Hyperspectral Image Classification	Cheng Deng, Yumeng Xue, Xianglong Liu	2019	arxiv 1904.02454
Evaluation of Vision Transformers for Multimodal Image Classification: A Case Study on Brain, Lung, and Kidney Tumors	Óscar A. Martín, Javier Sánchez	2025	arxiv 2502.05517
GNN-ViTCap: GNN-Enhanced Multiple Instance Learning with Vision Transformers for Whole Slide Image Classification and Captioning	S M Taslim Uddin Raju, Md. Milon Islam, Md Rezwanul Haque	2025	arxiv 2507.07006
Boosting Adversarial Transferability for Hyperspectral Image Classification Using 3D Structure-invariant Transformation and Weighted Intermediate Feature Divergence	Chun Liu, Bingqian Zhu, Tao Xu	2025	arxiv 2506.10459
Artificial Generation of Big Data for Improving Image Classification: A Generative Adversarial Network Approach on SAR Data

Pathological Prior-Guided Multiple Instance Learning For Mitigating Catastrophic Forgetting in Breast Cancer Whole Slide Image Classification	Weixi Zheng, Aoling Huang, Jingping Yuan	2025	arxiv 2503.06056

Diagnose Like a Pathologist: Transformer-Enabled Hierarchical Attention-Guided Multiple Instance Learning for Whole Slide Image Classification	Conghao Xiong, Hao Chen, Joseph J.Y. Sung	2023	arxiv 2301.08125

Image Classification of Grapevine Buds using Scale-Invariant Features Transform, Bag of Features and Support Vector Machines	Diego Sebastián Pérez, Facundo Bromberg, Carlos Ariel Diaz	2016	arxiv 1605.02775

HADS-Net:A Hybrid Attention-Augmented Dual-Stream Network with Physics-Informed Augmentation for Breast Ultrasound Image Classification	Chinedu Emmanuel Mbonu, Blessing Nwamaka Iduh, Joseph Ikechukwu Odo	2026	arxiv 2605.20536