Research

Papers for “image classification”

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

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
Give Me Your Attention: Dot-Product Attention Considered Harmful for Adversarial Patch Robustness	Giulio Lovisotto, Nicole Finnie, Mauricio Munoz	2022	arxiv 2203.13639
Selective Output Smoothing Regularization: Regularize Neural Networks by Softening Output Distributions	Xuan Cheng, Tianshu Xie, Xiaomin Wang	2021	arxiv 2103.15383
TeachAugment: Data Augmentation Optimization Using Teacher Knowledge	Teppei Suzuki	2022	arxiv 2202.12513
Mix-up Self-Supervised Learning for Contrast-agnostic Applications	Yichen Zhang, Yifang Yin, Ying Zhang	2022	arxiv 2204.00901
MixFormer: Mixing Features across Windows and Dimensions	Qiang Chen, Qiman Wu, Jian Wang	2022	arxiv 2204.02557
MetaAudio: A Few-Shot Audio Classification Benchmark	Calum Heggan, Sam Budgett, Timothy Hospedales	2022	arxiv 2204.02121
Multiple EffNet/ResNet Architectures for Melanoma Classification	Jiaqi Xue, Chentian Ma, Li Li	2022	arxiv 2204.10142
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
Obtaining Calibrated Probabilities with Personalized Ranking Models	Wonbin Kweon, SeongKu Kang, Hwanjo Yu	2021	arxiv 2112.07428
Causal Transportability for Visual Recognition	Chengzhi Mao, Kevin Xia, James Wang	2022	arxiv 2204.12363

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