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Papers for “image classification”

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

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TitleAuthorsYearSource
Exploiting Nontrivial Connectivity for Automatic Speech RecognitionMarius Paraschiv, Lasse Borgholt, Tycho Max Sylvester Tax2017arxiv 1711.10271
Towards Deeper Generative Architectures for GANs using Dense connectionsSamarth Tripathi, Renbo Tu2018arxiv 1804.11031
Minority Reports Defense: Defending Against Adversarial PatchesMichael McCoyd, Won Park, Steven Chen2020arxiv 2004.13799
L-CNN: A Lattice cross-fusion strategy for multistream convolutional neural networksAna Paula G. S. de Almeida, Flavio de Barros Vidal2020arxiv 2008.00157
deepTerra -- AI Land Classification Made EasyAndrew Keith Wilkinson2025arxiv 2501.07859
Development Of A Fire Detection System On Satellite ImagesSergey Yarushev, Alexey Averkin2022arxiv 2212.03709
Deep Learning applied to NLPMarc Moreno Lopez, Jugal Kalita2017arxiv 1703.03091
Entrenamiento de una red neuronal para el reconocimiento de imagenes de lengua de senas capturadas con sensores de profundidadRivas P. Pedro E., Velarde-Anaya Omar, Gonzalez-Lopez Samuel2018arxiv 1804.00508
Improving greedy core-set configurations for active learning with uncertainty-scaled distancesYuchen Li, Frank Rudzicz2022arxiv 2202.04251
Locally optimal detection of stochastic targeted universal adversarial perturbationsAmish Goel, Pierre Moulin2020arxiv 2012.04692
Regularizing Neural Networks by Stochastically Training Layer EnsemblesAlex Labach, Shahrokh Valaee2019arxiv 1911.09669
Maximal function pooling with applicationsWojciech Czaja, Weilin Li, Yiran Li2021arxiv 2103.01292
Resampled Datasets Are Not Enough: Mitigating Societal Bias Beyond Single AttributesYusuke Hirota, Jerone T. A. Andrews, Dora Zhao2024arxiv 2407.03623
AFN: Adaptive Fusion Normalization via an Encoder-Decoder FrameworkZikai Zhou, Shuo Zhang, Ziruo Wang2023arxiv 2308.03321
Classification for everyone : Building geography agnostic models for fairer recognitionAkshat Jindal, Shreya Singh, Soham Gadgil2023arxiv 2312.02957
On the rate of convergence of image classifiers based on convolutional neural networksM. Kohler, A. Krzyzak, B. Walter2020arxiv 2003.01526
Training Stacked Denoising Autoencoders for Representation LearningJason Liang, Keith Kelly2021arxiv 2102.08012
Analysis of convolutional neural network image classifiers in a hierarchical max-pooling model with additional local poolingBenjamin Walter2021arxiv 2106.05233
Fine-Grained Few Shot Learning with Foreground Object TransformationChaofei Wang, Shiji Song, Qisen Yang2021arxiv 2109.05719
When does the student surpass the teacher? Federated Semi-supervised Learning with Teacher-Student EMAJessica Zhao, Sayan Ghosh, Akash Bharadwaj2023arxiv 2301.10114