Research

Papers for “image classification”

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

Title	Authors	Year	Source
A Survey of Classical And Quantum Sequence Models	I-Chi Chen, Harshdeep Singh, V L Anukruti	2023	arxiv 2312.10242
Texture Bias Of CNNs Limits Few-Shot Classification Performance	Sam Ringer, Will Williams, Tom Ash	2019	arxiv 1910.08519
SHE-MTJ Circuits for Convolutional Neural Networks	Andrew W. Stephan, Steven J. Koester	2020	arxiv 2007.08437
Convolutional Neural Networks from Image Markers	Barbara C. Benato, Italos E. de Souza, Felipe L. Galvão	2020	arxiv 2012.12108
Compute Less to Get More: Using ORC to Improve Sparse Filtering	Johannes Lederer, Sergio Guadarrama	2014	arxiv 1409.4689
Generating Adversarial Perturbation with Root Mean Square Gradient	Yatie Xiao, Chi-Man Pun, Jizhe Zhou	2019	arxiv 1901.03706
Prefix Conditioning Unifies Language and Label Supervision	Kuniaki Saito, Kihyuk Sohn, Xiang Zhang	2022	arxiv 2206.01125
Two Stream Scene Understanding on Graph Embedding	Wenkai Yang, Wenyuan Sun, Runxaing Huang	2023	arxiv 2311.06746
The MAMe Dataset: On the relevance of High Resolution and Variable Shape image properties	Ferran Parés, Anna Arias-Duart, Dario Garcia-Gasulla	2020	arxiv 2007.13693
LightGBM robust optimization algorithm based on topological data analysis	Han Yang, Guangjun Qin, Ziyuan Liu	2024	arxiv 2406.13300
Human Attention-Guided Explainable Artificial Intelligence for Computer Vision Models	Guoyang Liu, Jindi Zhang, Antoni B. Chan	2023	arxiv 2305.03601
A New Loss Function for CNN Classifier Based on Pre-defined Evenly-Distributed Class Centroids	Qiuyu Zhu, Pengju Zhang, Xin Ye	2019	arxiv 1904.06008
New Benchmark for Household Garbage Image Recognition	Zhize Wu, Huanyi Li, Xiaofeng Wang	2022	arxiv 2202.11878
CNNs with Multi-Level Attention for Domain Generalization	Aristotelis Ballas, Christos Diou	2023	arxiv 2304.00502
Balanced Energy Regularization Loss for Out-of-distribution Detection	Hyunjun Choi, Hawook Jeong, Jin Young Choi	2023	arxiv 2306.10485
Unlearning Spurious Correlations in Chest X-ray Classification	Misgina Tsighe Hagos, Kathleen M. Curran, Brian Mac Namee	2023	arxiv 2308.01119
Hybrid Quantum Neural Network Structures for Image Multi-classification	Mingrui Shi, Haozhen Situ, Cai Zhang	2023	arxiv 2308.16005
CAMP: Continuous and Adaptive Learning Model in Pathology	Anh Tien Nguyen, Keunho Byeon, Kyungeun Kim	2024	arxiv 2407.09030
Planarian Neural Networks: Evolutionary Patterns from Basic Bilateria Shaping Modern Artificial Neural Network Architectures	Ziyuan Huang, Mark Newman, Maria Vaida	2025	arxiv 2501.04700
FairSAM: Fair Classification on Corrupted Image Data Through Sharpness-Aware Minimization	Yucong Dai, Jie Ji, Xiaolong Ma	2025	arxiv 2503.22934

Search results