Research

Papers for “image classification”

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

Title	Authors	Year	Source
RemoteTrimmer: Adaptive Structural Pruning for Remote Sensing Image Classification	Guangwenjie Zou, Liang Yao, Fan Liu	2024	arxiv 2412.12603
Towards Efficient and Data Agnostic Image Classification Training Pipeline for Embedded Systems	Kirill Prokofiev, Vladislav Sovrasov	2021	arxiv 2108.07049
Critic Loss for Image Classification	Brendan Hogan Rappazzo, Aaron Ferber, Carla Gomes	2024	arxiv 2409.15565
MuMIC -- Multimodal Embedding for Multi-label Image Classification with Tempered Sigmoid	Fengjun Wang, Sarai Mizrachi, Moran Beladev	2022	arxiv 2211.05232
Improving Image Classification of Knee Radiographs: An Automated Image Labeling Approach	Jikai Zhang, Carlos Santos, Christine Park	2023	arxiv 2309.02681
DocXplain: A Novel Model-Agnostic Explainability Method for Document Image Classification	Saifullah Saifullah, Stefan Agne, Andreas Dengel	2024	arxiv 2407.03830
CIFAR-10 Image Classification Using Feature Ensembles	Felipe O. Giuste, Juan C. Vizcarra	2020	arxiv 2002.03846
Image Classification with Deep Reinforcement Active Learning	Mingyuan Jiu, Xuguang Song, Hichem Sahbi	2024	arxiv 2412.19877
Sparse Graph-based Transduction for Image Classification	Sheng Huang, Dan Yang, Jia Zhou	2014	arxiv 1408.6257
An evaluation of pre-trained models for feature extraction in image classification	Erick da Silva Puls, Matheus V. Todescato, Joel L. Carbonera	2023	arxiv 2310.02037
Learning Discriminative Representation via Metric Learning for Imbalanced Medical Image Classification	Chenghua Zeng, Huijuan Lu, Kanghao Chen	2022	arxiv 2207.06975
Enhance Image Classification via Inter-Class Image Mixup with Diffusion Model	Zhicai Wang, Longhui Wei, Tan Wang	2024	arxiv 2403.19600
Unsupervised Image Classification with Adaptive Nearest Neighbor Selection and Cluster Ensembles	Melih Baydar, Emre Akbas	2025	arxiv 2511.16213
Investigating the Robustness of Vision Transformers against Label Noise in Medical Image Classification	Bidur Khanal, Prashant Shrestha, Sanskar Amgain	2024	arxiv 2402.16734
Rationally Inattentive Utility Maximization for Interpretable Deep Image Classification	Kunal Pattanayak, Vikram Krishnamurthy	2021	arxiv 2102.04594
A Multi-Modal Multilingual Benchmark for Document Image Classification	Yoshinari Fujinuma, Siddharth Varia, Nishant Sankaran	2023	arxiv 2310.16356
Bombus Species Image Classification	Venkat Margapuri, George Lavezzi, Robert Stewart	2020	arxiv 2006.11374
Language-biased image classification: evaluation based on semantic representations	Yoann Lemesle, Masataka Sawayama, Guillermo Valle-Perez	2022	arxiv 2201.11014
DAFD: Domain Adaptation via Feature Disentanglement for Image Classification	Zhize Wu, Changjiang Du, Le Zou	2023	arxiv 2301.13337
Design of Kernels in Convolutional Neural Networks for Image Classification	Zhun Sun, Mete Ozay, Takayuki Okatani	2015	arxiv 1511.09231

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