Research

Papers for “image classification”

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

Title	Authors	Year	Source
CapsuleGAN: Generative Adversarial Capsule Network	Ayush Jaiswal, Wael AbdAlmageed, Yue Wu	2018	arxiv 1802.06167
Adversarial Learning of Label Dependency: A Novel Framework for Multi-class Classification	Che-Ping Tsai, Hung-Yi Lee	2018	arxiv 1811.04689
Forget the Learning Rate, Decay Loss	Jiakai Wei	2019	arxiv 1905.00094
Iterative Self-Learning: Semi-Supervised Improvement to Dataset Volumes and Model Accuracy	Robert Dupre, Jiri Fajtl, Vasileios Argyriou	2019	arxiv 1906.02823
Survey on Deep Learning-based Kuzushiji Recognition	Kazuya Ueki, Tomoka Kojima	2020	arxiv 2007.09637
DeepSearch: A Simple and Effective Blackbox Attack for Deep Neural Networks	Fuyuan Zhang, Sankalan Pal Chowdhury, Maria Christakis	2019	arxiv 1910.06296
NUAA-QMUL at SemEval-2020 Task 8: Utilizing BERT and DenseNet for Internet Meme Emotion Analysis	Xiaoyu Guo, Jing Ma, Arkaitz Zubiaga	2020	arxiv 2011.02788
Bag of Freebies for Training Object Detection Neural Networks	Zhi Zhang, Tong He, Hang Zhang	2019	arxiv 1902.04103
A Benchmark for Interpretability Methods in Deep Neural Networks	Sara Hooker, Dumitru Erhan, Pieter-Jan Kindermans	2018	arxiv 1806.10758
Multi-Task Multicriteria Hyperparameter Optimization	Kirill Akhmetzyanov, Alexander Yuzhakov	2020	arxiv 2002.06372
Stop-band Energy Constraint for Orthogonal Tunable Wavelet Units in Convolutional Neural Networks for Computer Vision problems	An D. Le, Hung Nguyen, Sungbal Seo	2025	arxiv 2507.16114
EXACT: How to Train Your Accuracy	Ivan Karpukhin, Stanislav Dereka, Sergey Kolesnikov	2022	arxiv 2205.09615
DeMansia: Mamba Never Forgets Any Tokens	Ricky Fang	2024	arxiv 2408.01986
Learning to Weight Parameters for Training Data Attribution	Shuangqi Li, Hieu Le, Jingyi Xu	2025	arxiv 2506.05647
Color-$S^{4}L$: Self-supervised Semi-supervised Learning with Image Colorization	Hanxiao Chen	2024	arxiv 2401.03753
Optimizing Distributed Training Approaches for Scaling Neural Networks	Vishnu Vardhan Baligodugula, Fathi Amsaad	2025	arxiv 2503.23186
Adversarial Images through Stega Glasses	Benoît Bonnet, Teddy Furon, Patrick Bas	2020	arxiv 2010.07542
A comparative study of semi- and self-supervised semantic segmentation of biomedical microscopy data	Nastassya Horlava, Alisa Mironenko, Sebastian Niehaus	2020	arxiv 2011.08076
Classifying Video based on Automatic Content Detection Overview	Yilin Wang, Jiayi Ye	2021	arxiv 2103.15323
Block Scrambling Image Encryption Used in Combination with Data Augmentation for Privacy-Preserving DNNs	Tatsuya Chuman, Hitoshi Kiya	2021	arxiv 2104.01398

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