Research

Papers for “image classification”

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

Title	Authors	Year	Source
Design of Image Matched Non-Separable Wavelet using Convolutional Neural Network	Naushad Ansari, Anubha Gupta, Rahul Duggal	2016	arxiv 1612.04966
CP-decomposition with Tensor Power Method for Convolutional Neural Networks Compression	Marcella Astrid, Seung-Ik Lee	2017	arxiv 1701.07148
Evaluating Deep Convolutional Neural Networks for Material Classification	Grigorios Kalliatakis, Georgios Stamatiadis, Shoaib Ehsan	2017	arxiv 1703.04101
CommAI: Evaluating the first steps towards a useful general AI	Marco Baroni, Armand Joulin, Allan Jabri	2017	arxiv 1701.08954
Using KL-divergence to focus Deep Visual Explanation	Housam Khalifa Bashier Babiker, Randy Goebel	2017	arxiv 1711.06431
AMNet: Memorability Estimation with Attention	Jiri Fajtl, Vasileios Argyriou, Dorothy Monekosso	2018	arxiv 1804.03115
Asynchronous Bioplausible Neuron for SNN for Event Vision	Sanket Kachole, Hussain Sajwani, Fariborz Baghaei Naeini	2023	arxiv 2311.11853
Comparison of Methods Generalizing Max- and Average-Pooling	Florentin Bieder, Robin Sandkühler, Philippe C. Cattin	2021	arxiv 2103.01746
Reliable Deep Learning for Small-Scale Classifications: Experiments on Real-World Image Datasets from Bangladesh	Alfe Suny, MD Sakib Ul Islam, Md. Imran Hossain	2026	arxiv 2601.11911
Spectral-Spatial Contrastive Learning Framework for Regression on Hyperspectral Data	Mohamad Dhaini, Paul Honeine, Maxime Berar	2026	arxiv 2602.10745
CNN and ViT Efficiency Study on Tiny ImageNet and DermaMNIST Datasets	Aidar Amangeldi, Angsar Taigonyrov, Muhammad Huzaifa Jawad	2025	arxiv 2505.08259
Conformal Risk Control for Non-Monotonic Losses	Anastasios N. Angelopoulos	2026	arxiv 2602.20151
AdamNX: An Adam improvement algorithm based on a novel exponential decay mechanism for the second-order moment estimate	Meng Zhu, Quan Xiao, Weidong Min	2025	arxiv 2511.13465
Voice-assisted Image Labelling for Endoscopic Ultrasound Classification using Neural Networks	Ester Bonmati, Yipeng Hu, Alexander Grimwood	2021	arxiv 2110.06367
HASA: Hybrid Architecture Search with Aggregation Strategy for Echinococcosis Classification and Ovary Segmentation in Ultrasound Images	Jikuan Qian, Rui Li, Xin Yang	2022	arxiv 2204.06697
Spatial--spectral FFPNet: Attention-Based Pyramid Network for Segmentation and Classification of Remote Sensing Images	Qingsong Xu, Xin Yuan, Chaojun Ouyang	2020	arxiv 2008.08775
Lung Nodule Classification Using Biomarkers, Volumetric Radiomics and 3D CNNs	Kushal Mehta, Arshita Jain, Jayalakshmi Mangalagiri	2020	arxiv 2010.11682
Optimizing Deep Learning Inference on Embedded Systems Through Adaptive Model Selection	Vicent Sanz Marco, Ben Taylor, Zheng Wang	2019	arxiv 1911.04946
Expediting Large-Scale Vision Transformer for Dense Prediction without Fine-tuning	Weicong Liang, Yuhui Yuan, Henghui Ding	2022	arxiv 2210.01035
Taylor-Series Expanded Kolmogorov-Arnold Network for Medical Imaging Classification	Kaniz Fatema, Emad A. Mohammed, Sukhjit Singh Sehra	2025	arxiv 2509.13687

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