Research

Papers for “image classification”

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

Title	Authors	Year	Source
Calibrating Histopathology Image Classifiers using Label Smoothing	Jerry Wei, Lorenzo Torresani, Jason Wei	2022	arxiv 2201.11866
RegionViT: Regional-to-Local Attention for Vision Transformers	Chun-Fu Chen, Rameswar Panda, Quanfu Fan	2021	arxiv 2106.02689
OmniVL:One Foundation Model for Image-Language and Video-Language Tasks	Junke Wang, Dongdong Chen, Zuxuan Wu	2022	arxiv 2209.07526
Contextual Learning in Fourier Complex Field for VHR Remote Sensing Images	Yan Zhang, Xiyuan Gao, Qingyan Duan	2022	arxiv 2210.15972
Iterative Attention Mining for Weakly Supervised Thoracic Disease Pattern Localization in Chest X-Rays	Jinzheng Cai, Le Lu, Adam P. Harrison	2018	arxiv 1807.00958
Buildings Detection in VHR SAR Images Using Fully Convolution Neural Networks	Muhammad Shahzad, Michael Maurer, Friedrich Fraundorfer	2018	arxiv 1808.06155
Implementation of Deep Neural Networks to Classify EEG Signals using Gramian Angular Summation Field for Epilepsy Diagnosis	K. Palani Thanaraj, B. Parvathavarthini, U. John Tanik	2020	arxiv 2003.04534
Gradient Centralization: A New Optimization Technique for Deep Neural Networks	Hongwei Yong, Jianqiang Huang, Xiansheng Hua	2020	arxiv 2004.01461
Adversarial Learning for Personalized Tag Recommendation	Erik Quintanilla, Yogesh Rawat, Andrey Sakryukin	2020	arxiv 2004.00698
Phish-IRIS: A New Approach for Vision Based Brand Prediction of Phishing Web Pages via Compact Visual Descriptors	Firat Coskun Dalgic, Ahmet Selman Bozkir, Murat Aydos	2019	arxiv 1905.07767
Transfer Learning based Detection of Diabetic Retinopathy from Small Dataset	Misgina Tsighe Hagos, Shri Kant	2019	arxiv 1905.07203
A Unified Approximation Framework for Compressing and Accelerating Deep Neural Networks	Yuzhe Ma, Ran Chen, Wei Li	2018	arxiv 1807.10119
Testing DNN Image Classifiers for Confusion & Bias Errors	Yuchi Tian, Ziyuan Zhong, Vicente Ordonez	2019	arxiv 1905.07831
Cost-effective Land Cover Classification for Remote Sensing Images	Dongwei Li, Shuliang Wang, Qiang He	2021	arxiv 2107.12016
Attribute Prototype Network for Any-Shot Learning	Wenjia Xu, Yongqin Xian, Jiuniu Wang	2022	arxiv 2204.01208
Model Agnostic Defence against Backdoor Attacks in Machine Learning	Sakshi Udeshi, Shanshan Peng, Gerald Woo	2019	arxiv 1908.02203
On the Importance of Firth Bias Reduction in Few-Shot Classification	Saba Ghaffari, Ehsan Saleh, David Forsyth	2021	arxiv 2110.02529
SpaNN: Detecting Multiple Adversarial Patches on CNNs by Spanning Saliency Thresholds	Mauricio Byrd Victorica, György Dán, Henrik Sandberg	2025	arxiv 2506.18591
LanePerf: a Performance Estimation Framework for Lane Detection	Yin Wu, Daniel Slieter, Ahmed Abouelazm	2025	arxiv 2507.12894
Extract More from Less: Efficient Fine-Grained Visual Recognition in Low-Data Regimes	Dmitry Demidov, Abduragim Shtanchaev, Mihail Mihaylov	2024	arxiv 2406.19814

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