Research

Papers for “image classification”

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

Title	Authors	Year	Source
Enhanced Radar Imaging Using a Complex-valued Convolutional Neural Network	Jingkun Gao, Bin Deng, Yuliang Qin	2017	arxiv 1712.10096
Straggler-Resilient Differentially-Private Decentralized Learning	Yauhen Yakimenka, Chung-Wei Weng, Hsuan-Yin Lin	2022	arxiv 2212.03080
A Data-Driven Measure of Relative Uncertainty for Misclassification Detection	Eduardo Dadalto, Marco Romanelli, Georg Pichler	2023	arxiv 2306.01710
Convolutional autoencoder-based multimodal one-class classification	Firas Laakom, Fahad Sohrab, Jenni Raitoharju	2023	arxiv 2309.14090
Learning Image Conditioned Label Space for Multilabel Classification	Yi-Nan Li, Mei-Chen Yeh	2018	arxiv 1802.07460
Perceptually Constrained Adversarial Attacks	Muhammad Zaid Hameed, Andras Gyorgy	2021	arxiv 2102.07140
StructuralLM: Structural Pre-training for Form Understanding	Chenliang Li, Bin Bi, Ming Yan	2021	arxiv 2105.11210
SpecMix : A Mixed Sample Data Augmentation method for Training withTime-Frequency Domain Features	Gwantae Kim, David K. Han, Hanseok Ko	2021	arxiv 2108.03020
Shuffle Transformer: Rethinking Spatial Shuffle for Vision Transformer	Zilong Huang, Youcheng Ben, Guozhong Luo	2021	arxiv 2106.03650
Adaptive sampling for scanning pixel cameras	Yusuf Duman, Jean-Yves Guillemaut, Simon Hadfield	2022	arxiv 2207.13460
Multimodal Pipeline for Collection of Misinformation Data from Telegram	Jose Sosa, Serge Sharoff	2022	arxiv 2204.12690
Analysis of convolutional neural network image classifiers in a rotationally symmetric model	Michael Kohler, Benjamin Walter	2022	arxiv 2205.05500
ADMM-SOFTMAX : An ADMM Approach for Multinomial Logistic Regression	Samy Wu Fung, Sanna Tyrväinen, Lars Ruthotto	2019	arxiv 1901.09450
Self-supervised Neural Architecture Search	Sapir Kaplan, Raja Giryes	2020	arxiv 2007.01500
On the Validity of Bayesian Neural Networks for Uncertainty Estimation	John Mitros, Brian Mac Namee	2019	arxiv 1912.01530
Continual Learning with Deep Generative Replay	Hanul Shin, Jung Kwon Lee, Jaehong Kim	2017	arxiv 1705.08690
Nonparametric Stochastic Contextual Bandits	Melody Y. Guan, Heinrich Jiang	2018	arxiv 1801.01750
A Scalable Technique for Weak-Supervised Learning with Domain Constraints	Sudhir Agarwal, Anu Sreepathy, Lalla Mouatadid	2023	arxiv 2301.05253
A Non-monotonic Smooth Activation Function	Koushik Biswas, Meghana Karri, Ulaş Bağc\i	2023	arxiv 2310.10126
Exploring Adversarial Robustness of Vision Transformers in the Spectral Perspective	Gihyun Kim, Juyeop Kim, Jong-Seok Lee	2022	arxiv 2208.09602

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