CNN features are also great at unsupervised classification

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CNN features are also great at unsupervised classification

6 July 2017

Stéphane Thiery

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Papers citing "CNN features are also great at unsupervised classification"

17 / 17 papers shown

Title
Dataset and Case Studies for Visual Near-Duplicates Detection in the Context of Social Media Hana Matatov Mor Naaman Ofra Amir 51 5 0 14 Mar 2022
Datamodels: Predicting Predictions from Training Data Andrew Ilyas Sung Min Park Logan Engstrom Guillaume Leclerc Aleksander Madry TDI 135 143 0 01 Feb 2022
What Image Features Boost Housing Market Predictions? Zona Kostic A. Jevremović 39 28 0 15 Jul 2021
Artificial Perceptual Learning: Image Categorization with Weak Supervision Chengliang Tang M. Uriarte Helen Jin Douglas C. Morton Tian Zheng 27 0 0 02 Jun 2021
Combining pretrained CNN feature extractors to enhance clustering of complex natural images Joris Guérin Stéphane Thiery E. Nyiri O. Gibaru Byron Boots 122 44 0 07 Jan 2021
Objective-Based Hierarchical Clustering of Deep Embedding Vectors Stanislav A. Naumov G. Yaroslavtsev Dmitrii Avdiukhin 96 23 0 15 Dec 2020
AutoEmbedder: A semi-supervised DNN embedding system for clustering Abu Quwsar Ohi M. F. Mridha Farisa Benta Safir Md. Abdul Hamid M. Monowar SSL 36 40 0 11 Jul 2020
Multi-Image Summarization: Textual Summary from a Set of Cohesive Images Ni Trieu Sebastian Goodman P. Narayana Kazoo Sone Radu Soricut ViT 20 7 0 15 Jun 2020
MorphoCluster: Efficient Annotation of Plankton images by Clustering Simon-Martin Schroder R. Kiko Reinhard Koch 106 46 0 04 May 2020
Collaborative Learning of Semi-Supervised Clustering and Classification for Labeling Uncurated Data Sara Mousavi Dylan Lee Tatianna Griffin D. Steadman A. Mockus VLM 67 5 0 09 Mar 2020
Uncertainty Quantification for Deep Context-Aware Mobile Activity Recognition and Unknown Context Discovery Zepeng Huo Arash Pakbin Xiaohan Chen N. Hurley Ye Yuan Xiaoning Qian Zhangyang Wang Shuai Huang B. Mortazavi HAI 36 11 0 03 Mar 2020
Video Face Clustering with Unknown Number of Clusters Makarand Tapaswi M. Law Sanja Fidler CVBM 102 60 0 09 Aug 2019
Semantically Meaningful View Selection Joris Guérin O. Gibaru E. Nyiri Stéphane Thiery Byron Boots 20 7 0 26 Jul 2018
Improving Image Clustering With Multiple Pretrained CNN Feature Extractors Joris Guérin Byron Boots 34 31 0 20 Jul 2018
Pilot Comparative Study of Different Deep Features for Palmprint Identification in Low-Quality Images Ahmad S. Tarawneh D. Chetverikov Ahmad Hassanat 66 31 0 10 Apr 2018
Jointly Discovering Visual Objects and Spoken Words from Raw Sensory Input David Harwath Adrià Recasens Dídac Surís Galen Chuang Antonio Torralba James R. Glass 110 201 0 04 Apr 2018
Identifying Quantum Phase Transitions with Adversarial Neural Networks Patrick Huembeli A. Dauphin P. Wittek AAML 106 55 0 11 Oct 2017