Research

Papers for “image classification”

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

Title	Authors	Year	Source
Development of a Novel Quantum Pre-processing Filter to Improve Image Classification Accuracy of Neural Network Models	Farina Riaz, Shahab Abdulla, Hajime Suzuki	2023	arxiv 2308.11112
Stitching Gaps: Fusing Situated Perceptual Knowledge with Vision Transformers for High-Level Image Classification	Delfina Sol Martinez Pandiani, Nicolas Lazzari, Valentina Presutti	2024	arxiv 2402.19339
Vanishing Twin GAN: How training a weak Generative Adversarial Network can improve semi-supervised image classification	Saman Motamed, Farzad Khalvati	2021	arxiv 2103.02496
PixelHop++: A Small Successive-Subspace-Learning-Based (SSL-based) Model for Image Classification	Yueru Chen, Mozhdeh Rouhsedaghat, Suya You	2020	arxiv 2002.03141
Hyperspectral Image Classification via Transformer-based Spectral-Spatial Attention Decoupling and Adaptive Gating	Guandong Li, Mengxia Ye	2025	arxiv 2506.08324
An Effective Weight Initialization Method for Deep Learning: Application to Satellite Image Classification	Wadii Boulila, Eman Alshanqiti, Ayyub Alzahem	2024	arxiv 2406.00348
Generating customized prompts for Zero-Shot Rare Event Medical Image Classification using LLM	Payal Kamboj, Ayan Banerjee, Bin Xu	2025	arxiv 2501.16481
Shape Bias and Robustness Evaluation via Cue Decomposition for Image Classification and Segmentation	Edgar Heinert, Thomas Gottwald, Annika Mütze	2025	arxiv 2503.12453
Combining Discrepancy-Confusion Uncertainty and Calibration Diversity for Active Fine-Grained Image Classification	Yinghao Jin, Xi Yang	2025	arxiv 2509.24181
Multi-Class Unlearning for Image Classification via Weight Filtering	Samuele Poppi, Sara Sarto, Marcella Cornia	2023	arxiv 2304.02049
Combined Descriptors in Spatial Pyramid Domain for Image Classification	Junlin Hu, Ping Guo	2012	arxiv 1210.0386
Quantum autoencoders for image classification	Hinako Asaoka, Kazue Kudo	2025	arxiv 2502.15254
Kernel Extreme Learning Machine Optimized by the Sparrow Search Algorithm for Hyperspectral Image Classification	Zhixin Yan, Jiawei Huang, Kehua Xiang	2022	arxiv 2204.00973
White-Box mHC: Electromagnetic Spectrum-Aware and Interpretable Stream Interactions for Hyperspectral Image Classification	Yimin Zhu, Lincoln Linlin Xu, Zhengsen Xu	2026	arxiv 2601.15757
Multi-Label Image Classification via Knowledge Distillation from Weakly-Supervised Detection	Yongcheng Liu, Lu Sheng, Jing Shao	2018	arxiv 1809.05884
Alleviating Noisy-label Effects in Image Classification via Probability Transition Matrix	Ziqi Zhang, Yuexiang Li, Hongxin Wei	2021	arxiv 2110.08866
Time Traveling to Defend Against Adversarial Example Attacks in Image Classification	Anthony Etim, Jakub Szefer	2024	arxiv 2410.08338
A neurosymbolic Approach with Epistemic Deep Learning for Hierarchical Image Classification	Ezel Kilicdere, Shireen Kudukkil Manchingal, Fabio Cuzzolin	2026	arxiv 2605.16383
Towards Interpretable PolSAR Image Classification: Polarimetric Scattering Mechanism Informed Concept Bottleneck and Kolmogorov-Arnold Network	Jinqi Zhang, Fangzhou Han, Di Zhuang	2025	arxiv 2507.03315
Low Saturation Confidence Distribution-based Test-Time Adaptation for Cross-Domain Remote Sensing Image Classification	Yu Liang, Shilei Cao, Xiucheng Zhang	2024	arxiv 2408.16265

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