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Research

Papers for “image classification”

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

TitleAuthorsYearSource
Forget Vectors at Play: Universal Input Perturbations Driving Machine Unlearning in Image ClassificationChangchang Sun, Ren Wang, Yihua Zhang2024arxiv 2412.16780
Remote Sensing Image Classification Using Convolutional Neural Network (CNN) and Transfer Learning TechniquesMustafa Majeed Abd Zaid, Ahmed Abed Mohammed, Putra Sumari2025arxiv 2503.02510
FAST: A Dual-tier Few-Shot Learning Paradigm for Whole Slide Image ClassificationKexue Fu, Xiaoyuan Luo, Linhao Qu2024arxiv 2409.19720
Pancreatic Cancer ROSE Image Classification Based on Multiple Instance Learning with Shuffle InstancesTianyi Zhang, Youdan Feng, Yunlu Feng2022arxiv 2206.03080
Benchmarking Real-World Medical Image Classification with Noisy Labels: Challenges, Practice, and OutlookYuan Ma, Junlin Hou, Chao Zhang2025arxiv 2512.09315
Adaptive Multi-Scale Correlation Meta-Network for Few-Shot Remote Sensing Image ClassificationAnurag Kaushish, Ayan Sar, Sampurna Roy2026arxiv 2601.12308
Cross-Domain Transfer with Self-Supervised Spectral-Spatial Modeling for Hyperspectral Image ClassificationJianshu Chao, Tianhua Lv, Qiqiong Ma2026arxiv 2601.18088
Benchmarking the Influence of Pre-training on Explanation Performance in MR Image ClassificationMarta Oliveira, Rick Wilming, Benedict Clark2023arxiv 2306.12150
WSD-MIL: Window Scale Decay Multiple Instance Learning for Whole Slide Image ClassificationLe Feng, Li Xiao2025arxiv 2512.19982
Uncertainty-Aware Image Classification In Biomedical Imaging Using Spectral-normalized Neural Gaussian ProcessesUma Meleti, Jeffrey J. Nirschl2026arxiv 2602.02370
Knowledge Augmentation via Synthetic Data: A Framework for Real-World ECG Image ClassificationXiaoyu Wang, Ramesh Nadarajah, Zhiqiang Zhang2025arxiv 2507.21968
COMBOOD: A Semiparametric Approach for Detecting Out-of-distribution Data for Image ClassificationMagesh Rajasekaran, Md Saiful Islam Sajol, Frej Berglind2026arxiv 2602.07042
Beyond Barren Plateaus: A Scalable Quantum Convolutional Architecture for High-Fidelity Image ClassificationRadhakrishnan Delhibabu2026arxiv 2603.11131
Region-Graph Optimal Transport Routing for Mixture-of-Experts Whole-Slide Image ClassificationXin Tian, Jiuliu Lu, Ephraim Tsalik2026arxiv 2604.07298
A Synergistic CNN-Transformer Network with Pooling Attention Fusion for Hyperspectral Image ClassificationPeng Chen, Wenxuan He, Feng Qian2026arxiv 2604.23622
Federated Medical Image Classification under Class and Domain Imbalance exploiting Synthetic Sample GenerationMartina Pavan, Matteo Caligiuri, Francesco Barbato2026arxiv 2604.26324
Vision Tiny Recursion Model (ViTRM): Parameter-Efficient Image Classification via Recursive State RefinementAnge-Clément Akazan, Abdoulaye Koroko, Verlon Roel Mbingui2026arxiv 2603.19503
Exploiting Low-Dimensional Manifold of Features for Few-Shot Whole Slide Image ClassificationConghao Xiong, Zhengrui Guo, Zhe Xu2025arxiv 2505.15504
RaLMPH: Reliability-aware Learning for Multi-Pathologist Harmonization in Whole-Slide Image ClassificationSungrae Hong, Jiwon Jeong, Soeun Cheon2026arxiv 2606.15554
TVT-PAPD: Pathology-Aware Prototype Distillation for Self-Supervised Whole Slide Image ClassificationRamesh Naidu Laveti, Jaya Sreevalsan-Nair, T K Srikanth2026arxiv 2607.10406