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Research

Papers for “image classification”

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

TitleAuthorsYearSource
Synthetic Data Generation for Long-Tail Medical Image Classification: A Case Study in Skin LesionsJiaxiang Jiang, Mahesh Subedar, Omesh Tickoo2026arxiv 2605.03221
Less is More in Semantic Space: Intrinsic Decoupling via Clifford-M for Fundus Image ClassificationYifeng Zheng2026arxiv 2603.20806
Parameter-efficient Prompt Tuning and Hierarchical Textual Guidance for Few-shot Whole Slide Image ClassificationJayanie Bogahawatte, Sachith Seneviratne, Saman Halgamuge2026arxiv 2603.21504
MAPLE: Multi-Path Adaptive Propagation with Level-Aware Embeddings for Hierarchical Multi-Label Image ClassificationBoshko Koloski, Marjan Stoimchev, Jurica Levatić2026arxiv 2603.29784
OTCHA: Optimal Transport-driven Confidence-aware Latent Hub Alignment for Multi-View Medical Image ClassificationJiwoong Yang, Haejun Chung, Ikbeom Jang2026arxiv 2606.19838
Physiology-Aware CNN and Zero-Shot Multimodal LLMs for ECG Image Classification: A Comparative StudyKhalil Ahammad, Derek Abbott, Mohsen Dorraki2026arxiv 2606.22889
GAF-NAU: Gramian Angular Field encoded Neighborhood Attention U-Net for Pixel-Wise Hyperspectral Image ClassificationSidike Paheding, Abel A. Reyes, Anush Kasaragod2022arxiv 2204.10099
Application of Graph Based Features in Computer Aided Diagnosis for Histopathological Image Classification of Gastric CancerHaiqing Zhang, Chen Li, Shiliang Ai2022arxiv 2205.08467
On the Effects of Different Types of Label Noise in Multi-Label Remote Sensing Image ClassificationTom Burgert, Mahdyar Ravanbakhsh, Begüm Demir2022arxiv 2207.13975
Task-specific Fine-tuning via Variational Information Bottleneck for Weakly-supervised Pathology Whole Slide Image ClassificationHonglin Li, Chenglu Zhu, Yunlong Zhang2023arxiv 2303.08446
Data-Efficient Deep Learning Method for Image Classification Using Data Augmentation, Focal Cosine Loss, and EnsembleByeongjo Kim, Chanran Kim, Jaehoon Lee2020arxiv 2007.07805
Brain Programming is Immune to Adversarial Attacks: Towards Accurate and Robust Image Classification using Symbolic LearningGerardo Ibarra-Vazquez, Gustavo Olague, Mariana Chan-Ley2021arxiv 2103.01359
A Comparative Study of Gastric Histopathology Sub-size Image Classification: from Linear Regression to Visual TransformerWeiming Hu, Haoyuan Chen, Wanli Liu2022arxiv 2205.12843
Compact and De-biased Negative Instance Embedding for Multi-Instance Learning on Whole-Slide Image ClassificationJoohyung Lee, Heejeong Nam, Kwanhyung Lee2024arxiv 2402.10595
VGS-ATD: Robust Distributed Learning for Multi-Label Medical Image Classification Under Heterogeneous and Imbalanced ConditionsZehui Zhao, Laith Alzubaidi, Haider A.Alwzwazy2025arxiv 2507.18657
Optimized Learning for X-Ray Image Classification for Multi-Class Disease Diagnoses with Accelerated Computing StrategiesSebastian A. Cruz Romero, Ivanelyz Rivera de Jesus, Dariana J. Troche Quinones2024arxiv 2407.01705
Towards Cross-Domain Single Blood Cell Image Classification via Large-Scale LoRA-based Segment Anything ModelYongcheng Li, Lingcong Cai, Ying Lu2024arxiv 2408.06716
CLAIRE-DSA: Fluoroscopic Image Classification for Quality Assurance of Computer Vision Pipelines in Acute Ischemic StrokeCristo J. van den Berg, Frank G. te Nijenhuis, Mirre J. Blaauboer2025arxiv 2508.12755
Boosting Few-Shot Learning with Disentangled Self-Supervised Learning and Meta-Learning for Medical Image ClassificationEva Pachetti, Sotirios A. Tsaftaris, Sara Colantonio2024arxiv 2403.17530
Medical Image Classification Using Transfer Learning and Chaos Game Optimization on the Internet of Medical ThingsAlhassan Mabrouk, Abdelghani Dahou, Mohamed Abd Elaziz2023arxiv 2312.07437