Representation learning for a generalized, quantitative comparison of complex model outputs

12 August 2022

Papers citing "Representation learning for a generalized, quantitative comparison of complex model outputs"

12 / 12 papers shown

Title
Self-Supervised Representation Learning: Introduction, Advances and Challenges Linus Ericsson Henry Gouk Chen Change Loy Timothy M. Hospedales SSL OOD AI4TS 60 275 0 18 Oct 2021
With a Little Help from My Friends: Nearest-Neighbor Contrastive Learning of Visual Representations Debidatta Dwibedi Y. Aytar Jonathan Tompson P. Sermanet Andrew Zisserman SSL 226 465 0 29 Apr 2021
Learning physical properties of anomalous random walks using graph neural networks Hippolyte Verdier M. Duval François Laurent Alhassan Cassé Christian L. Vestergaard Jean-Baptiste Masson 42 25 0 22 Mar 2021
Exploring Simple Siamese Representation Learning Xinlei Chen Kaiming He SSL 203 3,992 0 20 Nov 2020
Contrastive Representation Learning: A Framework and Review Phúc H. Lê Khắc Graham Healy Alan F. Smeaton SSL AI4TS 247 697 0 10 Oct 2020
A Survey of Convolutional Neural Networks: Analysis, Applications, and Prospects Zewen Li Wenjie Yang Shouheng Peng Fan Liu HAI 3DV 88 2,656 0 01 Apr 2020
Omni-Scale CNNs: a simple and effective kernel size configuration for time series classification Wensi Tang Guodong Long Lu Liu Dinesh Manocha Michael Blumenstein Jing Jiang AI4TS 76 101 0 24 Feb 2020
A Simple Framework for Contrastive Learning of Visual Representations Ting-Li Chen Simon Kornblith Mohammad Norouzi Geoffrey E. Hinton SSL 277 18,607 0 13 Feb 2020
Convolutional Neural Networks as a Model of the Visual System: Past, Present, and Future Grace W. Lindsay MedIm 71 428 0 20 Jan 2020
A 1d convolutional network for leaf and time series classification Dongyang Kuang AI4TS 27 11 0 28 Jun 2019
FaceNet: A Unified Embedding for Face Recognition and Clustering Florian Schroff Dmitry Kalenichenko James Philbin 3DH 299 13,079 0 12 Mar 2015
Deep metric learning using Triplet network Elad Hoffer Nir Ailon SSL DML 148 1,991 0 20 Dec 2014