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Papers for “image classification”

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

TitleAuthorsYearSource
Rethinking Attention-Based Multiple Instance Learning for Whole-Slide Pathological Image Classification: An Instance Attribute ViewpointLinghan Cai, Shenjin Huang, Ye Zhang2024arxiv 2404.00351
Med-IC: Fusing a Single Layer Involution with Convolutions for Enhanced Medical Image Classification and SegmentationMd. Farhadul Islam, Sarah Zabeen, Meem Arafat Manab2024arxiv 2409.18506
The Impact of Background Removal on Performance of Neural Networks for Fashion Image Classification and SegmentationJunhui Liang, Ying Liu, Vladimir Vlassov2023arxiv 2308.09764
Few-shot medical image classification with simple shape and texture text descriptors using vision-language modelsMichal Byra, Muhammad Febrian Rachmadi, Henrik Skibbe2023arxiv 2308.04005
Domain-Adaptive Pre-training of Self-Supervised Foundation Models for Medical Image Classification in Gastrointestinal EndoscopyMarcel Roth, Micha V. Nowak, Adrian Krenzer2024arxiv 2410.21302
Atmospheric Noise-Resilient Image Classification in a Real-World Scenario: Using Hybrid CNN and Pin-GTSVMShlok Mehendale, Jajati Keshari Sahoo, Rajendra Kumar Roul2025arxiv 2501.13422
Embeddings are all you need! Achieving High Performance Medical Image Classification through Training-Free Embedding AnalysisRaj Hansini Khoiwal, Alan B. McMillan2024arxiv 2412.09445
Zero-Shot Prompting and Few-Shot Fine-Tuning: Revisiting Document Image Classification Using Large Language ModelsAnna Scius-Bertrand, Michael Jungo, Lars Vögtlin2024arxiv 2412.13859
PathM3: A Multimodal Multi-Task Multiple Instance Learning Framework for Whole Slide Image Classification and CaptioningQifeng Zhou, Wenliang Zhong, Yuzhi Guo2024arxiv 2403.08967
MixUp-MIL: A Study on Linear & Multilinear Interpolation-Based Data Augmentation for Whole Slide Image ClassificationMichael Gadermayr, Lukas Koller, Maximilian Tschuchnig2023arxiv 2311.03052
Research of the Variational Shadow Quantum Circuit Based on the Whale Optimization Algorithm in Image ClassificationShuang Wu, Xueliang Song, Yumin Dong2025arxiv 2505.09994
Dual-stream Multiple Instance Learning Network for Whole Slide Image Classification with Self-supervised Contrastive LearningBin Li, Yin Li, Kevin W. Eliceiri2020arxiv 2011.08939
Category-wise Fine-Tuning: Resisting Incorrect Pseudo-Labels in Multi-Label Image Classification with Partial LabelsChak Fong Chong, Xinyi Fang, Jielong Guo2024arxiv 2401.16991
Supervised Contrastive Machine Unlearning of Background Bias in Sonar Image Classification with Fine-Grained Explainable AIKamal Basha S, Athira Nambiar2025arxiv 2512.01291
Mutual-energy inner product optimization method for constructing feature coordinates and image classification in Machine LearningYuanxiu Wang2024arxiv 2411.06100
Model Input-Output Configuration Search with Embedded Feature Selection for Sensor Time-series and Image ClassificationAnh T. Hoang, Zsolt J. Viharos2023arxiv 2310.17250
Biological Intuition on Digital Hardware: An RTL Implementation of Poisson-Encoded SNNs for Static Image ClassificationDebabrata Das, Yogeeth G.K., Arnav Gupta2026arxiv 2601.12156
Domain Generalization with Quantum Enhancement for Medical Image Classification: A Lightweight Approach for Cross-Center DeploymentJingsong Xia, Siqi Wang2026arxiv 2601.17862
MacNet: An End-to-End Manifold-Constrained Adaptive Clustering Network for Interpretable Whole Slide Image ClassificationMingrui Ma, Chentao Li, Pan Huang2026arxiv 2602.14509
SoDa2: Single-Stage Open-Set Domain Adaptation via Decoupled Alignment for Cross-Scene Hyperspectral Image ClassificationYiwen Liu, Minghua Wang, Jing Yao2026arxiv 2605.03371