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Papers for “image classification”

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

TitleAuthorsYearSource
ASPCNet: A Deep Adaptive Spatial Pattern Capsule Network for Hyperspectral Image ClassificationJinping Wang, Xiaojun Tan, Jianhuang Lai2021arxiv 2104.12085
On-Off Center-Surround Receptive Fields for Accurate and Robust Image ClassificationZahra Babaiee, Ramin Hasani, Mathias Lechner2021arxiv 2106.07091
Robust Image Classification Using A Low-Pass Activation Function and DCT AugmentationMd Tahmid Hossain, Shyh Wei Teng, Ferdous Sohel2020arxiv 2007.09453
HS-Mamba: Full-Field Interaction Multi-Groups Mamba for Hyperspectral Image ClassificationHongxing Peng, Kang Lin, Huanai Liu2025arxiv 2504.15612
Zero-Training Task-Specific Model Synthesis for Few-Shot Medical Image ClassificationYao Qin, Yangyang Yan, YuanChao Yang2025arxiv 2511.14082
SolarDK: A high-resolution urban solar panel image classification and localization datasetMaxim Khomiakov, Julius Holbech Radzikowski, Carl Anton Schmidt2022arxiv 2212.01260
A Closer Look at Benchmarking Self-Supervised Pre-training with Image ClassificationMarkus Marks, Manuel Knott, Neehar Kondapaneni2024arxiv 2407.12210
Utilization of Neighbor Information for Image Classification with Different Levels of SupervisionGihan Jayatilaka, Abhinav Shrivastava, Matthew Gwilliam2025arxiv 2503.14500
HMIL: Hierarchical Multi-Instance Learning for Fine-Grained Whole Slide Image ClassificationCheng Jin, Luyang Luo, Huangjing Lin2024arxiv 2411.07660
FishAI 2.0: Marine Fish Image Classification with Multi-modal Few-shot LearningChenghan Yang, Peng Zhou, Dong-Sheng Zhang2025arxiv 2509.22930
Shapley Values-enabled Progressive Pseudo Bag Augmentation for Whole Slide Image ClassificationRenao Yan, Qiehe Sun, Cheng Jin2023arxiv 2312.05490
DualMamba: A Lightweight Spectral-Spatial Mamba-Convolution Network for Hyperspectral Image ClassificationJiamu Sheng, Jingyi Zhou, Jiong Wang2024arxiv 2406.07050
Comparison of fine-tuning strategies for transfer learning in medical image classificationAna Davila, Jacinto Colan, Yasuhisa Hasegawa2024arxiv 2406.10050
OscNet v1.5: Energy Efficient Hopfield Network on CMOS Oscillators for Image ClassificationWenxiao Cai, Zongru Li, Iris Wang2025arxiv 2506.12610
Superpixelwise Low-rank Approximation based Partial Label Learning for Hyperspectral Image ClassificationShujun Yang, Yu Zhang, Yao Ding2024arxiv 2405.17110
Hierarchical Deep Learning for Diatom Image Classification: A Multi-Level Taxonomic ApproachYueying Ke2025arxiv 2512.06613
Enhancing Knowledge Transfer in Hyperspectral Image Classification via Cross-scene Knowledge IntegrationLu Huo, Wenjian Huang, Jianguo Zhang2025arxiv 2512.08989
Gaussian Process Assisted Meta-learning for Image Classification and Object Detection ModelsAnna R. Flowers, Christopher T. Franck, Robert B. Gramacy2025arxiv 2512.20021
ProtoQuant: Quantization of Prototypical Parts For General and Fine-Grained Image ClassificationMiko\laj Janusz, Adam Wróbel, Bartosz Zieliński2026arxiv 2602.06592
Diffusion Representations for Fine-Grained Image Classification: A Marine Plankton Case StudyA. Nieto Juscafresa, Á. Mazcuñán Herreros, J. Sullivan2026arxiv 2601.13416