Research

Papers for “image classification”

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

Title	Authors	Year	Source
Nearest Neighbor Based Out-of-Distribution Detection in Remote Sensing Scene Classification	Dajana Dimitrić, Mitar Simić, Vladimir Risojević	2023	arxiv 2303.16616
Improving Shape Awareness and Interpretability in Deep Networks Using Geometric Moments	Rajhans Singh, Ankita Shukla, Pavan Turaga (1) __INSTITUTION_3__ Arizona State University)	2022	arxiv 2205.11722
Temporal Feature Weaving for Neonatal Echocardiographic Viewpoint Video Classification	Satchel French, Faith Zhu, Amish Jain	2025	arxiv 2501.03967
Effects of Degradations on Deep Neural Network Architectures	Prasun Roy, Subhankar Ghosh, Saumik Bhattacharya	2018	arxiv 1807.10108
KeepAugment: A Simple Information-Preserving Data Augmentation Approach	Chengyue Gong, Dilin Wang, Meng Li	2020	arxiv 2011.11778
Sorting of Smartphone Components for Recycling Through Convolutional Neural Networks	Álvaro G. Becker, Marcelo P. Cenci, Thiago L. T. da Silveira	2023	arxiv 2312.16626
Graph-Based Classification of Omnidirectional Images	Renata Khasanova, Pascal Frossard	2017	arxiv 1707.08301
Seeing Colors: Learning Semantic Text Encoding for Classification	Shah Nawaz, Alessandro Calefati, Muhammad Kamran Janjua	2018	arxiv 1808.10822
Robust Training with Data Augmentation for Medical Imaging Classification	Josué Martínez-Martínez, Olivia Brown, Mostafa Karami	2025	arxiv 2506.17133
PMC-CLIP: Contrastive Language-Image Pre-training using Biomedical Documents	Weixiong Lin, Ziheng Zhao, Xiaoman Zhang	2023	arxiv 2303.07240
Detection of Adversarial Attacks in Robotic Perception	Ziad Sharawy, Mohammad Nakshbandi, Sorin Mihai Grigorescu	2026	arxiv 2603.28594
A Computational Account Of Self-Supervised Visual Learning From Egocentric Object Play	Deepayan Sanyal, Joel Michelson, Yuan Yang	2023	arxiv 2305.19445
ILGNet: Inception Modules with Connected Local and Global Features for Efficient Image Aesthetic Quality Classification using Domain Adaptation	Xin Jin, Le Wu, Xiaodong Li	2016	arxiv 1610.02256
Quantization of Deep Neural Networks for Accumulator-constrained Processors	Barry de Bruin, Zoran Zivkovic, Henk Corporaal	2020	arxiv 2004.11783
Representing text as abstract images enables image classifiers to also simultaneously classify text	Stephen M. Petrie, T'Mir D. Julius	2019	arxiv 1908.07846
Edge Detection and Deep Learning Based SETI Signal Classification Method	Zhewei Chen, Sami Ahmed Haider	2022	arxiv 2203.15229
WangLab at MEDIQA-M3G 2024: Multimodal Medical Answer Generation using Large Language Models	Ronald Xie, Steven Palayew, Augustin Toma	2024	arxiv 2404.14567
Self-Supervised Learning in Deep Networks: A Pathway to Robust Few-Shot Classification	Yuyang Xiao	2024	arxiv 2411.12151
Locality-Aware Hyperspectral Classification	Fangqin Zhou, Mert Kilickaya, Joaquin Vanschoren	2023	arxiv 2309.01561
Conditional Classification: A Solution for Computational Energy Reduction	Ali Mirzaeian, Sai Manoj, Ashkan Vakil	2020	arxiv 2006.15799

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