SOTA2 Research · papers

Papers for “image classification”

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

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20 indexed

Title	Authors	Year	Source
Imbalanced Malware Images Classification: a CNN based Approach	Songqing Yue, Tianyang Wang	2017	arxiv 1708.08042
Differentially Private Federated Learning via Inexact ADMM with Multiple Local Updates	Minseok Ryu, Kibaek Kim	2022	arxiv 2202.09409
No Parameters Left Behind: Sensitivity Guided Adaptive Learning Rate for Training Large Transformer Models	Chen Liang, Haoming Jiang, Simiao Zuo	2022	arxiv 2202.02664
Retrieval Augmented Classification for Long-Tail Visual Recognition	Alexander Long, Wei Yin, Thalaiyasingam Ajanthan	2022	arxiv 2202.11233
U$^2$-Net: Going Deeper with Nested U-Structure for Salient Object Detection	Xuebin Qin, Zichen Zhang, Chenyang Huang	2020	arxiv 2005.09007
Visual Feature Encoding for GNNs on Road Networks	Oliver Stromann, Alireza Razavi, Michael Felsberg	2022	arxiv 2203.01187
Confidence Dimension for Deep Learning based on Hoeffding Inequality and Relative Evaluation	Runqi Wang, Linlin Yang, Baochang Zhang	2022	arxiv 2203.09082
Transformers Meet Visual Learning Understanding: A Comprehensive Review	Yuting Yang, Licheng Jiao, Xu Liu	2022	arxiv 2203.12944
Locally Asynchronous Stochastic Gradient Descent for Decentralised Deep Learning	Tomer Avidor, Nadav Tal Israel	2022	arxiv 2203.13085
Rethinking Hard-Parameter Sharing in Multi-Domain Learning	Lijun Zhang, Qizheng Yang, Xiao Liu	2021	arxiv 2107.11359

EMDS-6: Environmental Microorganism Image Dataset Sixth Version for Image Denoising, Segmentation, Feature Extraction, Classification and Detection Methods Evaluation	Peng Zhao, Chen Li, Md Mamunur Rahaman	2021	arxiv 2112.07111