Research

Papers for “image classification”

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

Title	Authors	Year	Source
ApproxDBN: Approximate Computing for Discriminative Deep Belief Networks	Xiaojing Xu, Srinjoy Das, Ken Kreutz-Delgado	2017	arxiv 1704.03993
Classifying and Segmenting Microscopy Images Using Convolutional Multiple Instance Learning	Oren Z. Kraus, Lei Jimmy Ba, Brendan Frey	2015	arxiv 1511.05286
Deep Retinal Image Understanding	Kevis-Kokitsi Maninis, Jordi Pont-Tuset, Pablo Arbeláez	2016	arxiv 1609.01103
Dual Supervised Learning	Yingce Xia, Tao Qin, Wei Chen	2017	arxiv 1707.00415
Informed Non-convex Robust Principal Component Analysis with Features	Niannan Xue, Jiankang Deng, Yannis Panagakis	2017	arxiv 1709.04836
Random Erasing Data Augmentation	Zhun Zhong, Liang Zheng, Guoliang Kang	2017	arxiv 1708.04896
Controllable Invariance through Adversarial Feature Learning	Qizhe Xie, Zihang Dai, Yulun Du	2017	arxiv 1705.11122
Sample-level CNN Architectures for Music Auto-tagging Using Raw Waveforms	Taejun Kim, Jongpil Lee, Juhan Nam	2017	arxiv 1710.10451
Discriminative Localization in CNNs for Weakly-Supervised Segmentation of Pulmonary Nodules	Xinyang Feng, Jie Yang, Andrew F. Laine	2017	arxiv 1707.01086
How good is my GAN?	Konstantin Shmelkov, Cordelia Schmid, Karteek Alahari	2018	arxiv 1807.09499
Maximizing Invariant Data Perturbation with Stochastic Optimization	Kouichi Ikeno, Satoshi Hara	2018	arxiv 1807.05077
DCFNet: Deep Neural Network with Decomposed Convolutional Filters	Qiang Qiu, Xiuyuan Cheng, Robert Calderbank	2018	arxiv 1802.04145
Motorcycle Classification in Urban Scenarios using Convolutional Neural Networks for Feature Extraction	Jorge E. Espinosa, Sergio A. Velastin, John W.Branch	2018	arxiv 1808.09273
Effect of Superpixel Aggregation on Explanations in LIME -- A Case Study with Biological Data	Ludwig Schallner, Johannes Rabold, Oliver Scholz	2019	arxiv 1910.07856
Gravitational-wave selection effects using neural-network classifiers	Davide Gerosa, Geraint Pratten, Alberto Vecchio	2020	arxiv 2007.06585
Quantum algorithms for SVD-based data representation and analysis	Armando Bellante, Alessandro Luongo, Stefano Zanero	2021	arxiv 2104.08987
V2S: A Tool for Translating Video Recordings of Mobile App Usages into Replayable Scenarios	Madeleine Havranek, Carlos Bernal-Cárdenas, Nathan Cooper	2021	arxiv 2103.04531
A general approach to compute the relevance of middle-level input features	Andrea Apicella, Salvatore Giugliano, Francesco Isgrò	2020	arxiv 2010.08639
Unsupervised Robust Domain Adaptation without Source Data	Peshal Agarwal, Danda Pani Paudel, Jan-Nico Zaech	2021	arxiv 2103.14577
Class-Wise Principal Component Analysis for hyperspectral image feature extraction	Dimitra Koumoutsou, Eleni Charou, Georgios Siolas	2021	arxiv 2104.04496

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