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Sayak Paul | Souradip Chakraborty | Aritra Roy Gosthipaty | Souradip Chakraborty | Sayak Paul | A. R. Gosthipaty
[1] Nikos Komodakis,et al. Unsupervised Representation Learning by Predicting Image Rotations , 2018, ICLR.
[2] Chen Wang,et al. Supervised Contrastive Learning , 2020, NeurIPS.
[3] Yoshua Bengio,et al. Extracting and composing robust features with denoising autoencoders , 2008, ICML '08.
[4] Quoc V. Le,et al. Selfie: Self-supervised Pretraining for Image Embedding , 2019, ArXiv.
[5] Yang You,et al. Large Batch Training of Convolutional Networks , 2017, 1708.03888.
[6] Ming-Hsuan Yang,et al. Unsupervised Representation Learning by Sorting Sequences , 2017, 2017 IEEE International Conference on Computer Vision (ICCV).
[7] Kaiming He,et al. Momentum Contrast for Unsupervised Visual Representation Learning , 2019, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).
[8] Andrew Zisserman,et al. Very Deep Convolutional Networks for Large-Scale Image Recognition , 2014, ICLR.
[9] Paolo Favaro,et al. Unsupervised Learning of Visual Representations by Solving Jigsaw Puzzles , 2016, ECCV.
[10] Michael S. Bernstein,et al. ImageNet Large Scale Visual Recognition Challenge , 2014, International Journal of Computer Vision.
[11] Michal Valko,et al. Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning , 2020, NeurIPS.
[12] Matthijs Douze,et al. Deep Clustering for Unsupervised Learning of Visual Features , 2018, ECCV.
[13] Quoc V. Le,et al. EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks , 2019, ICML.
[14] Andrea Vedaldi,et al. Self-labelling via simultaneous clustering and representation learning , 2020, ICLR.
[15] Geoffrey E. Hinton,et al. Visualizing Data using t-SNE , 2008 .
[16] Sergey Ioffe,et al. Rethinking the Inception Architecture for Computer Vision , 2015, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[17] Frank Hutter,et al. SGDR: Stochastic Gradient Descent with Warm Restarts , 2016, ICLR.
[18] Geoffrey E. Hinton,et al. ImageNet classification with deep convolutional neural networks , 2012, Commun. ACM.
[19] Joydeep Ghosh,et al. Cluster Ensembles --- A Knowledge Reuse Framework for Combining Multiple Partitions , 2002, J. Mach. Learn. Res..
[20] Jimmy Ba,et al. Adam: A Method for Stochastic Optimization , 2014, ICLR.
[21] Alex Krizhevsky,et al. Learning Multiple Layers of Features from Tiny Images , 2009 .
[22] Jian Sun,et al. Deep Residual Learning for Image Recognition , 2015, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[23] Geoffrey E. Hinton,et al. A Simple Framework for Contrastive Learning of Visual Representations , 2020, ICML.
[24] William M. Rand,et al. Objective Criteria for the Evaluation of Clustering Methods , 1971 .