Research

Papers for “image classification”

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

Title	Authors	Year	Source
UNICAD: A Unified Approach for Attack Detection, Noise Reduction and Novel Class Identification	Alvaro Lopez Pellicer, Kittipos Giatgong, Yi Li	2024	arxiv 2406.16501
Evaluating histopathology transfer learning with ChampKit	Jakub R. Kaczmarzyk, Tahsin M. Kurc, Shahira Abousamra	2022	arxiv 2206.06862
Optimized spiking neurons classify images with high accuracy through temporal coding with two spikes	Christoph Stöckl, Wolfgang Maass	2020	arxiv 2002.00860
Mind's Eye: Image Recognition by EEG via Multimodal Similarity-Keeping Contrastive Learning	Chi-Sheng Chen, Chun-Shu Wei	2024	arxiv 2406.16910
A Deep Bayesian Convolutional Spiking Neural Network-based CAD system with Uncertainty Quantification for Medical Images Classification	Mohaddeseh Chegini, Ali Mahloojifar	2025	arxiv 2504.17819
DartsReNet: Exploring new RNN cells in ReNet architectures	Brian Moser, Federico Raue, Jörn Hees	2023	arxiv 2304.05838
Can We Trust Explainable AI Methods on ASR? An Evaluation on Phoneme Recognition	Xiaoliang Wu, Peter Bell, Ajitha Rajan	2023	arxiv 2305.18011
Interpret Your Decision: Logical Reasoning Regularization for Generalization in Visual Classification	Zhaorui Tan, Xi Yang, Qiufeng Wang	2024	arxiv 2410.04492
ARC: Anchored Representation Clouds for High-Resolution INR Classification	Joost Luijmes, Alexander Gielisse, Roman Knyazhitskiy	2025	arxiv 2503.15156
Efficient Scale-Permuted Backbone with Learned Resource Distribution	Xianzhi Du, Tsung-Yi Lin, Pengchong Jin	2020	arxiv 2010.11426
Adaptive Pixel-wise Structured Sparse Network for Efficient CNNs	Chen Tang, Wenyu Sun, Zhuqing Yuan	2020	arxiv 2010.11083
Unconstrained Face Recognition using ASURF and Cloud-Forest Classifier optimized with VLAD	A Vinay, Aviral Joshi, Hardik Mahipal Surana	2021	arxiv 2104.00842
Deep Image Destruction: Vulnerability of Deep Image-to-Image Models against Adversarial Attacks	Jun-Ho Choi, Huan Zhang, Jun-Hyuk Kim	2021	arxiv 2104.15022
Capsule Network based Contrastive Learning of Unsupervised Visual Representations	Harsh Panwar, Ioannis Patras	2022	arxiv 2209.11276
IM: An R-Package for Computation of Image Moments and Moment Invariants	Allison Irvine, Tan Dang, M. Murat Dundar	2022	arxiv 2210.16485
Learning from Exemplary Explanations	Misgina Tsighe Hagos, Kathleen M. Curran, Brian Mac Namee	2023	arxiv 2307.06026
Class Relevance Learning For Out-of-distribution Detection	Butian Xiong, Liguang Zhou, Tin Lun Lam	2023	arxiv 2401.01021
Image Retrieval with Fisher Vectors of Binary Features	Yusuke Uchida, Shigeyuki Sakazawa, Shin'ichi Satoh	2016	arxiv 1609.08291
Tensor-Dictionary Learning with Deep Kruskal-Factor Analysis	Andrew Stevens, Yunchen Pu, Yannan Sun	2016	arxiv 1612.02842
Robust Tracking Using Region Proposal Networks	Jimmy Ren, Zhiyang Yu, Jianbo Liu	2017	arxiv 1705.10447

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