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Papers for “image classification”

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

TitleAuthorsYearSource
FALFormer: Feature-aware Landmarks self-attention for Whole-slide Image ClassificationDoanh C. Bui, Trinh Thi Le Vuong, Jin Tae Kwak2024arxiv 2407.07340
Chest X-Rays Image Classification from beta-Variational Autoencoders Latent FeaturesLeonardo Crespi, Daniele Loiacono, Arturo Chiti2021arxiv 2109.14760
IGroupSS-Mamba: Interval Group Spatial-Spectral Mamba for Hyperspectral Image ClassificationYan He, Bing Tu, Puzhao Jiang2024arxiv 2410.05100
Noise-Adaptive Regularization for Robust Multi-Label Remote Sensing Image ClassificationTom Burgert, Julia Henkel, Begüm Demir2026arxiv 2601.08446
Semi-Supervised Domain Adaptation with Latent Diffusion for Pathology Image ClassificationTengyue Zhang, Ruiwen Ding, Luoting Zhuang2026arxiv 2601.17228
Primitive-Driven Acceleration of Hyperdimensional Computing for Real-Time Image ClassificationDhruv Parikh, Jebacyril Arockiaraj, Viktor Prasanna2026arxiv 2601.20061
BioNIC: Biologically Inspired Neural Network for Image Classification Using Connectomics PrinciplesDiya Prasanth, Matthew Tivnan2026arxiv 2601.20876
Federated Vision Transformer with Adaptive Focal Loss for Medical Image ClassificationXinyuan Zhao, Yihang Wu, Ahmad Chaddad2026arxiv 2602.01633
mHC-HSI: Clustering-Guided Hyper-Connection Mamba for Hyperspectral Image ClassificationYimin Zhu, Zack Dewis, Quinn Ledingham2026arxiv 2603.03418
QMC-Net: Data-Aware Quantum Representations for Remote Sensing Image ClassificationMd Aminur Hossain, Ayush V. Patel, Biplab Banerjee2026arxiv 2604.11817
Vision-Language Model Based Multi-Expert Fusion for CT Image ClassificationJianfa Bai, Kejin Lu, Runtian Yuan2026arxiv 2603.15154
One-Shot Data Selection for Medical Image Classification via Graph CoverageZahiriddin Rustamov, Nadia Badawi, Rafat Damseh2026arxiv 2606.22002
Semantic Smoothing via Novel View Synthesis for Robust SAR Image ClassificationDaniel Brignac, Fengwei Tian, Banafsheh Latibari2026arxiv 2605.16440
CPR: Chained Perceptual Refinement for Coarse-to-Fine Medical Image ClassificationSi-Yuan Lu, Hanruo Zhu, Ziquan Zhu2026arxiv 2607.02591
MoPET: Parameter-Efficient Mixture-of-Experts for Unified Medical Image ClassificationSebastian Doerrich, Daniel Würtinger, Francesco Di Salvo2026arxiv 2607.29462
WGDnet: Wishart-guided Geometric-aware Deep Network for PolSAR Image ClassificationJunfei Shi, Haojia Zhang, Yu Cheng2026arxiv 2607.23638
A Hierarchical Framework for Graph Structure Learning in Histopathology Image ClassificationSudipta Paul, Amanda W. Lund, Bülent Yener2026arxiv 2607.26153
LLM-Guided Initialization for Accelerated Hybrid Quantum-Classical Medical Image ClassificationRiza Alaudin Syah, Irwan Alnarus Kautsar, Haza Nuzly Bin Abdull Hamed2026arxiv 2607.27262
Enhancing Fine-Grained Image Classifications via Cascaded Vision Language ModelsCanshi Wei2024arxiv 2405.11301
Finding Deviated Behaviors of the Compressed DNN Models for Image ClassificationsYongqiang Tian, Wuqi Zhang, Ming Wen2021arxiv 2112.02819