Research

Papers for “image classification”

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

Title	Authors	Year	Source
Hyperspectral classification of blood-like substances using machine learning methods combined with genetic algorithms in transductive and inductive scenarios	Filip Pa\lka, Wojciech Ksią\.zek, Pawe\l P\lawiak	2020	arxiv 2011.02188
High Quality Remote Sensing Image Super-Resolution Using Deep Memory Connected Network	Wenjia Xu, Guangluan Xu, Yang Wang	2020	arxiv 2010.00472
Learning Consistent Deep Generative Models from Sparse Data via Prediction Constraints	Gabriel Hope, Madina Abdrakhmanova, Xiaoyin Chen	2020	arxiv 2012.06718
DSM Refinement with Deep Encoder-Decoder Networks	Nando Metzger	2020	arxiv 2012.07427
Learning task-agnostic representation via toddler-inspired learning	Kwanyoung Park, Junseok Park, Hyunseok Oh	2021	arxiv 2101.11221
Ensembles of feedforward-designed convolutional neural networks	Yueru Chen, Yijing Yang, Wei Wang	2019	arxiv 1901.02154
A Direct Approach to Robust Deep Learning Using Adversarial Networks	Huaxia Wang, Chun-Nam Yu	2019	arxiv 1905.09591
Characterizing Bias in Classifiers using Generative Models	Daniel McDuff, Shuang Ma, Yale Song	2019	arxiv 1906.11891
Improving Predictive Uncertainty Estimation using Dropout -- Hamiltonian Monte Carlo	Diego Vergara, Sergio Hernández, Matias Valdenegro-Toro	2018	arxiv 1805.04756
Blind Image Quality Assessment Using A Deep Bilinear Convolutional Neural Network	Weixia Zhang, Kede Ma, Jia Yan	2019	arxiv 1907.02665
Sharpen Focus: Learning with Attention Separability and Consistency	Lezi Wang, Ziyan Wu, Srikrishna Karanam	2018	arxiv 1811.07484
A Comprehensive Overhaul of Feature Distillation	Byeongho Heo, Jeesoo Kim, Sangdoo Yun	2019	arxiv 1904.01866
Improving singing voice separation with the Wave-U-Net using Minimum Hyperspherical Energy	Joaquin Perez-Lapillo, Oleksandr Galkin, Tillman Weyde	2019	arxiv 1910.10071
A Web Page Classifier Library Based on Random Image Content Analysis Using Deep Learning	Leonardo Espinosa Leal, Kaj-Mikael Björk, Amaury Lendasse	2019	arxiv 1912.08644
Analyzing the Dependency of ConvNets on Spatial Information	Yue Fan, Yongqin Xian, Max Maria Losch	2020	arxiv 2002.01827
Impact of ImageNet Model Selection on Domain Adaptation	Youshan Zhang, Brian D. Davison	2020	arxiv 2002.02559
Relevant-features based Auxiliary Cells for Energy Efficient Detection of Natural Errors	Sai Aparna Aketi, Priyadarshini Panda, Kaushik Roy	2020	arxiv 2002.11052
Masked Siamese Networks for Label-Efficient Learning	Mahmoud Assran, Mathilde Caron, Ishan Misra	2022	arxiv 2204.07141
Scalable Unidirectional Pareto Optimality for Multi-Task Learning with Constraints	Soumyajit Gupta, Gurpreet Singh, Raghu Bollapragada	2021	arxiv 2110.15442
Continual Hippocampus Segmentation with Transformers	Amin Ranem, Camila González, Anirban Mukhopadhyay	2022	arxiv 2204.08043

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