Research

Papers for “image classification”

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

Title	Authors	Year	Source
Hierarchical Vision Transformer Enhanced by Graph Convolutional Network for Image Classification	Haibin Jiao	2026	arxiv 2604.16823
Wavelet Integrated CNNs for Noise-Robust Image Classification	Qiufu Li, Linlin Shen, Sheng Guo	2020	arxiv 2005.03337
LiteDenseNet: A Lightweight Network for Hyperspectral Image Classification	Rui Li, Chenxi Duan	2020	arxiv 2004.08112
Structured DropConnect for Uncertainty Inference in Image Classification	Wenqing Zheng, Jiyang Xie, Weidong Liu	2021	arxiv 2106.08624
Ensemble Soft-Margin Softmax Loss for Image Classification	Xiaobo Wang, Shifeng Zhang, Zhen Lei	2018	arxiv 1805.03922
Plasma Image Classification Using Cosine Similarity Constrained CNN	Michael J. Falato, Bradley T. Wolfe, Tali M. Natan	2022	arxiv 2205.04609
Presence-Only Geographical Priors for Fine-Grained Image Classification	Oisin Mac Aodha, Elijah Cole, Pietro Perona	2019	arxiv 1906.05272
Unsupervised Deep Feature Transfer for Low Resolution Image Classification	Yuanwei Wu, Ziming Zhang, Guanghui Wang	2019	arxiv 1908.10012
Adversarial attacks to image classification systems using evolutionary algorithms	Sergio Nesmachnow, Jamal Toutouh	2025	arxiv 2507.13136
Interpretable Image Classification with Adaptive Prototype-based Vision Transformers	Chiyu Ma, Jon Donnelly, Wenjun Liu	2024	arxiv 2410.20722
FMiFood: Multi-modal Contrastive Learning for Food Image Classification	Xinyue Pan, Jiangpeng He, Fengqing Zhu	2024	arxiv 2408.03922
InfoMatch: Entropy Neural Estimation for Semi-Supervised Image Classification	Qi Han, Zhibo Tian, Chengwei Xia	2024	arxiv 2404.11003
Self-distillation Augmented Masked Autoencoders for Histopathological Image Classification	Yang Luo, Zhineng Chen, Shengtian Zhou	2022	arxiv 2203.16983
Learning Semantically Enhanced Feature for Fine-Grained Image Classification	Wei Luo, Hengmin Zhang, Jun Li	2020	arxiv 2006.13457
Medi-CAT: Contrastive Adversarial Training for Medical Image Classification	Pervaiz Iqbal Khan, Andreas Dengel, Sheraz Ahmed	2023	arxiv 2311.00154
Kernel Task-Driven Dictionary Learning for Hyperspectral Image Classification	Soheil Bahrampour, Nasser M. Nasrabadi, Asok Ray	2015	arxiv 1502.03126
Divergent Search for Few-Shot Image Classification	Jeremy Tan, Bernhard Kainz	2020	arxiv 2004.07903
Invariant Shape Representation Learning For Image Classification	Tonmoy Hossain, Jing Ma, Jundong Li	2024	arxiv 2411.12201
Dermoscopic Image Classification with Neural Style Transfer	Yutong Li, Ruoqing Zhu, Annie Qu	2021	arxiv 2105.07592
FMDNN: A Fuzzy-guided Multi-granular Deep Neural Network for Histopathological Image Classification	Weiping Ding, Tianyi Zhou, Jiashuang Huang	2024	arxiv 2407.15312

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