Research

Papers for “image classification”

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

Title	Authors	Year	Source
Rethinking Few-Shot Image Classification: a Good Embedding Is All You Need?	Yonglong Tian, Yue Wang, Dilip Krishnan	2020	arxiv 2003.11539
Faithful and Plausible Natural Language Explanations for Image Classification: A Pipeline Approach	Adam Wojciechowski, Mateusz Lango, Ondrej Dusek	2024	arxiv 2407.20899
Attention based Dual-Branch Complex Feature Fusion Network for Hyperspectral Image Classification	Mohammed Q. Alkhatib, Mina Al-Saad, Nour Aburaed	2023	arxiv 2311.01624
Quantum Machine Learning for Image Classification: A Hybrid Model of Residual Network with Quantum Support Vector Machine	Md. Farhan Shahriyar, Gazi Tanbhir, Abdullah Md Raihan Chy	2025	arxiv 2510.23659
A Novel Vision Transformer with Residual in Self-attention for Biomedical Image Classification	Arun K. Sharma, Nishchal K. Verma	2023	arxiv 2306.01594
MIX'EM: Unsupervised Image Classification using a Mixture of Embeddings	Ali Varamesh, Tinne Tuytelaars	2020	arxiv 2007.09502
Invariant Information Clustering for Unsupervised Image Classification and Segmentation	Xu Ji, João F. Henriques, Andrea Vedaldi	2018	arxiv 1807.06653
Layer-Wise Adaptive Updating for Few-Shot Image Classification	Yunxiao Qin, Weiguo Zhang, Zezheng Wang	2020	arxiv 2007.08129
AIO-P: Expanding Neural Performance Predictors Beyond Image Classification	Keith G. Mills, Di Niu, Mohammad Salameh	2022	arxiv 2211.17228
Few-shot Image Classification based on Gradual Machine Learning	Na Chen, Xianming Kuang, Feiyu Liu	2023	arxiv 2307.15524
VeloxNet: Efficient Spatial Gating for Lightweight Embedded Image Classification	Md Meftahul Ferdaus, Elias Ioup, Mahdi Abdelguerfi	2026	arxiv 2603.19496
Unsupervised Cross-domain Image Classification by Distance Metric Guided Feature Alignment	Qingjie Meng, Daniel Rueckert, Bernhard Kainz	2020	arxiv 2008.08433
Multimodal Adaptive Inference for Document Image Classification with Anytime Early Exiting	Omar Hamed, Souhail Bakkali, Marie-Francine Moens	2024	arxiv 2405.12705
A Simple Interpretable Transformer for Fine-Grained Image Classification and Analysis	Dipanjyoti Paul, Arpita Chowdhury, Xinqi Xiong	2023	arxiv 2311.04157
Concept Bottleneck with Visual Concept Filtering for Explainable Medical Image Classification	Injae Kim, Jongha Kim, Joonmyung Choi	2023	arxiv 2308.11920
I-SplitEE: Image classification in Split Computing DNNs with Early Exits	Divya Jyoti Bajpai, Aastha Jaiswal, Manjesh Kumar Hanawal	2024	arxiv 2401.10541
Robust Image Classification: Defensive Strategies against FGSM and PGD Adversarial Attacks	Hetvi Waghela, Jaydip Sen, Sneha Rakshit	2024	arxiv 2408.13274
LLMs as Visual Explainers: Advancing Image Classification with Evolving Visual Descriptions	Songhao Han, Le Zhuo, Yue Liao	2023	arxiv 2311.11904
Plug-and-Play Feature Generation for Few-Shot Medical Image Classification	Qianyu Guo, Huifang Du, Xing Jia	2023	arxiv 2310.09471
Enhanced image classification via hybridizing quantum dynamics with classical neural networks	Ruiyang Zhou, Saubhik Sarkar, Sougato Bose	2025	arxiv 2507.13587

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