Research

Papers for “image classification”

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

Title	Authors	Year	Source
End-to-End Kernel Learning with Supervised Convolutional Kernel Networks	Julien Mairal	2016	arxiv 1605.06265
Object Detection from Video Tubelets with Convolutional Neural Networks	Kai Kang, Wanli Ouyang, Hongsheng Li	2016	arxiv 1604.04053
Multi-scale Multi-band DenseNets for Audio Source Separation	Naoya Takahashi, Yuki Mitsufuji	2017	arxiv 1706.09588
Universal Adversarial Perturbations Against Semantic Image Segmentation	Jan Hendrik Metzen, Mummadi Chaithanya Kumar, Thomas Brox	2017	arxiv 1704.05712
Learning in an Uncertain World: Representing Ambiguity Through Multiple Hypotheses	Christian Rupprecht, Iro Laina, Robert DiPietro	2016	arxiv 1612.00197
Attribute Recognition by Joint Recurrent Learning of Context and Correlation	Jingya Wang, Xiatian Zhu, Shaogang Gong	2017	arxiv 1709.08553
Weight Prediction Boosts the Convergence of AdamW	Lei Guan	2023	arxiv 2302.00195
A Coefficient Makes SVRG Effective	Yida Yin, Zhiqiu Xu, Zhiyuan Li	2023	arxiv 2311.05589
Convolutional Neural Fabrics	Shreyas Saxena, Jakob Verbeek	2016	arxiv 1606.02492
Unsupervised Representation Learning by Sorting Sequences	Hsin-Ying Lee, Jia-Bin Huang, Maneesh Singh	2017	arxiv 1708.01246
Deep Neural Networks	Randall Balestriero, Richard Baraniuk	2017	arxiv 1710.09302
A Neural Network Based on Synchronized Pairs of Nano-Oscillators	Damir Vodenicarevic, Nicolas Locatelli, Damien Querlioz	2017	arxiv 1709.02274
Less-forgetful Learning for Domain Expansion in Deep Neural Networks	Heechul Jung, Jeongwoo Ju, Minju Jung	2017	arxiv 1711.05959
Tactics to Directly Map CNN graphs on Embedded FPGAs	Kamel Abdelouahab, Maxime Pelcat, Jocelyn Sérot	2017	arxiv 1712.04322
Enhancing Robustness of Machine Learning Systems via Data Transformations	Arjun Nitin Bhagoji, Daniel Cullina, Chawin Sitawarin	2017	arxiv 1704.02654
Synthetic Medical Images from Dual Generative Adversarial Networks	John T. Guibas, Tejpal S. Virdi, Peter S. Li	2017	arxiv 1709.01872
Blockout: Dynamic Model Selection for Hierarchical Deep Networks	Calvin Murdock, Zhen Li, Howard Zhou	2015	arxiv 1512.05246
2^B3^C: 2 Box 3 Crop of Facial Image for Gender Classification with Convolutional Networks	Vandit Gajjar	2018	arxiv 1803.02181
Self-supervised Learning of Geometrically Stable Features Through Probabilistic Introspection	David Novotny, Samuel Albanie, Diane Larlus	2018	arxiv 1804.01552
Hardware Automated Dataflow Deployment of CNNs	Kamel Abdelouahab, Maxime Pelcat, Jocelyn Serot	2017	arxiv 1705.04543

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