Research

Papers for “image classification”

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

Title	Authors	Year	Source
One-bit Supervision for Image Classification	Hengtong Hu, Lingxi Xie, Zewei Du	2020	arxiv 2009.06168
Evaluation of Deep Learning on an Abstract Image Classification Dataset	Sebastian Stabinger, Antonio Rodriguez-Sanchez	2017	arxiv 1708.07770
Fairness Testing of Deep Image Classification with Adequacy Metrics	Peixin Zhang, Jingyi Wang, Jun Sun	2021	arxiv 2111.08856
Few-Shot Learning for Image Classification of Common Flora	Joshua Ball	2021	arxiv 2105.03056
Self-Supervised Learning for Fine-Grained Image Classification	Farha Al Breiki, Muhammad Ridzuan, Rushali Grandhe	2021	arxiv 2107.13973
NeuRN: Neuro-inspired Domain Generalization for Image Classification	Hamd Jalil, Ahmed Qazi, Asim Iqbal	2025	arxiv 2505.06881
Performance Analysis of Image Classification on Bangladeshi Datasets	Mohammed Sami Khan, Fabiha Muniat, Rowzatul Zannat	2026	arxiv 2601.04397
Land Cover Image Classification	Antonio Rangel, Juan Terven, Diana M. Cordova-Esparza	2024	arxiv 2401.09607
Ladder Networks for Semi-Supervised Hyperspectral Image Classification	Julian Büchel, Okan Ersoy	2018	arxiv 1812.01222
Active Learning for Multi-class Image Classification	Thien Nhan Vo	2025	arxiv 2505.06825
Evaluating ResNeXt Model Architecture for Image Classification	Saifuddin Hitawala	2018	arxiv 1805.08700
Pyramidal RoR for Image Classification	Ke Zhang, Liru Guo, Ce Gao	2017	arxiv 1710.00307
HMIC: Hierarchical Medical Image Classification, A Deep Learning Approach	Kamran Kowsari, Rasoul Sali, Lubaina Ehsan	2020	arxiv 2006.07187
Influence of Image Classification Accuracy on Saliency Map Estimation	Taiki Oyama, Takao Yamanaka	2018	arxiv 1807.10657
Transform and Bitstream Domain Image Classification	P.R. Hill, D.R. Bull	2021	arxiv 2110.06740
Deep Semantic Dictionary Learning for Multi-label Image Classification	Fengtao Zhou, Sheng Huang, Yun Xing	2020	arxiv 2012.12509
Fine-graind Image Classification via Combining Vision and Language	Xiangteng He, Yuxin Peng	2017	arxiv 1704.02792
Effects of Image Degradations to CNN-based Image Classification	Yanting Pei, Yaping Huang, Qi Zou	2018	arxiv 1810.05552
Hierarchical Image Classification using Entailment Cone Embeddings	Ankit Dhall, Anastasia Makarova, Octavian Ganea	2020	arxiv 2004.03459
Robust hyperspectral image classification with rejection fields	Filipe Condessa, Jose Bioucas-Dias, Jelena Kovacevic	2015	arxiv 1504.07918

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