Research

Papers for “image classification”

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

Title	Authors	Year	Source
Collage Inference: Achieving low tail latency during distributed image classification using coded redundancy models	Krishna Narra, Zhifeng Lin, Ganesh Ananthanarayanan	2019	arxiv 1906.03999
A Hybrid Multilayer Extreme Learning Machine for Image Classification with an Application to Quadcopters	Rolando A.Hernandez-Hernandez, Adrian Rubio-Solis	2025	arxiv 2507.08047
SpliceMix: A Cross-scale and Semantic Blending Augmentation Strategy for Multi-label Image Classification	Lei Wang, Yibing Zhan, Leilei Ma	2023	arxiv 2311.15200
Ensemble of CNN classifiers using Sugeno Fuzzy Integral Technique for Cervical Cytology Image Classification	Rohit Kundu, Hritam Basak, Akhil Koilada	2021	arxiv 2108.09460
PM2: A New Prompting Multi-modal Model Paradigm for Few-shot Medical Image Classification	Zhenwei Wang, Qiule Sun, Bingbing Zhang	2024	arxiv 2404.08915
Linear Spatial Pyramid Matching Using Non-convex and non-negative Sparse Coding for Image Classification	Chengqiang Bao, Liangtian He, Yilun Wang	2015	arxiv 1504.06897
Explanation Strategies for Image Classification in Humans vs. Current Explainable AI	Ruoxi Qi, Yueyuan Zheng, Yi Yang	2023	arxiv 2304.04448
Unsupervised Image Classification by Ideological Affiliation from User-Content Interaction Patterns	Xinyi Liu, Jinning Li, Dachun Sun	2023	arxiv 2305.14494
Evaluation of Deep Convolutional Nets for Document Image Classification and Retrieval	Adam W. Harley, Alex Ufkes, Konstantinos G. Derpanis	2015	arxiv 1502.07058
Spatial Context based Angular Information Preserving Projection for Hyperspectral Image Classification	Minshan Cui, Saurabh Prasad	2016	arxiv 1607.04593
ProtoArgNet: Interpretable Image Classification with Super-Prototypes and Argumentation [Technical Report]	Hamed Ayoobi, Nico Potyka, Francesca Toni	2023	arxiv 2311.15438
Devling into Adversarial Transferability on Image Classification: Review, Benchmark, and Evaluation	Xiaosen Wang, Zhijin Ge, Bohan Liu	2026	arxiv 2602.23117
Evaluation of Convolutional Neural Network For Image Classification with Agricultural and Urban Datasets	Shamik Shafkat Avro, Nazira Jesmin Lina, Shahanaz Sharmin	2026	arxiv 2601.01393
Equilibrium contrastive learning for imbalanced image classification	Sumin Roh, Harim Kim, Ho Yun Lee	2026	arxiv 2602.09506
A Layered Architecture for Active Perception: Image Classification using Deep Reinforcement Learning	Hossein K. Mousavi, Guangyi Liu, Weihang Yuan	2019	arxiv 1909.09705
Hyperspectral Image Classification Based on Sparse Modeling of Spectral Blocks	Saeideh Ghanbari Azar, Saeed Meshgini, Tohid Yousefi Rezaii	2020	arxiv 2005.08191
Few-shot Learning for Domain-specific Fine-grained Image Classification	Xin Sun, Hongwei Xv, Junyu Dong	2019	arxiv 1907.09647
Reconstruction Regularized Deep Metric Learning for Multi-label Image Classification	Changsheng Li, Chong Liu, Lixin Duan	2020	arxiv 2007.13547
A Universal Representation Transformer Layer for Few-Shot Image Classification	Lu Liu, William Hamilton, Guodong Long	2020	arxiv 2006.11702
Multitask Deep Learning with Spectral Knowledge for Hyperspectral Image Classification	Shengjie Liu, Qian Shi	2019	arxiv 1905.04535

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