Research

Papers for “image classification”

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

Title	Authors	Year	Source
Deep Image Retrieval is not Robust to Label Noise	Stanislav Dereka, Ivan Karpukhin, Sergey Kolesnikov	2022	arxiv 2205.11195
Visual-Semantic Embedding Model Informed by Structured Knowledge	Mirantha Jayathilaka, Tingting Mu, Uli Sattler	2020	arxiv 2009.10026
Identifying Spurious Correlations and Correcting them with an Explanation-based Learning	Misgina Tsighe Hagos, Kathleen M. Curran, Brian Mac Namee	2022	arxiv 2211.08285
Integrating Distribution Matching into Semi-Supervised Contrastive Learning for Labeled and Unlabeled Data	Shogo Nakayama, Masahiro Okuda	2026	arxiv 2601.04518
Convolutional Neural Networks and Vision Transformers for Fashion MNIST Classification: A Literature Review	Sonia Bbouzidi, Ghazala Hcini, Imen Jdey	2024	arxiv 2406.03478
FBNetV5: Neural Architecture Search for Multiple Tasks in One Run	Bichen Wu, Chaojian Li, Hang Zhang	2021	arxiv 2111.10007
Visibility graphs for image processing	Jacopo Iacovacci, Lucas Lacasa	2018	arxiv 1804.07125
Rotation Equivariance and Invariance in Convolutional Neural Networks	Benjamin Chidester, Minh N. Do, Jian Ma	2018	arxiv 1805.12301
Adversarially Robust Few-Shot Learning: A Meta-Learning Approach	Micah Goldblum, Liam Fowl, Tom Goldstein	2019	arxiv 1910.00982
Convolutional Low-Resolution Fine-Grained Classification	Dingding Cai, Ke Chen, Yanlin Qian	2017	arxiv 1703.05393
STaDA: Style Transfer as Data Augmentation	Xu Zheng, Tejo Chalasani, Koustav Ghosal	2019	arxiv 1909.01056
Diff3Dformer: Leveraging Slice Sequence Diffusion for Enhanced 3D CT Classification with Transformer Networks	Zihao Jin, Yingying Fang, Jiahao Huang	2024	arxiv 2406.17173
Multi-Domain Learning with Modulation Adapters	Ekaterina Iakovleva, Karteek Alahari, Jakob Verbeek	2023	arxiv 2307.08528
Parameter-efficient Model Adaptation for Vision Transformers	Xuehai He, Chunyuan Li, Pengchuan Zhang	2022	arxiv 2203.16329
Adversarial Attack Against Images Classification based on Generative Adversarial Networks	Yahe Yang	2024	arxiv 2412.16662
Exploring the Interchangeability of CNN Embedding Spaces	David McNeely-White, Benjamin Sattelberg, Nathaniel Blanchard	2020	arxiv 2010.02323
Low Rank Support Quaternion Matrix Machine	Wang Chen, Ziyan Luo, Shuangyue Wang	2025	arxiv 2512.08327
Specificity-aware reinforcement learning for fine-grained open-world classification	Samuele Angheben, Davide Berasi, Alessandro Conti	2026	arxiv 2603.03197
Quantifying task-relevant representational similarity using decision variable correlation	Yu Eric Qian, Wilson S. Geisler, Xue-Xin Wei	2025	arxiv 2506.02164
A GAN-Based Image Transformation Scheme for Privacy-Preserving Deep Neural Networks	Warit Sirichotedumrong, Hitoshi Kiya	2020	arxiv 2006.01342

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