Unsupervised learning of landmarks by descriptor vector exchange

Unsupervised learning of landmarks by descriptor vector exchange

Equivariance to random image transformations is an effective method to learn landmarks of object categories, such as the eyes and the nose in faces, without manual supervision. However, this method does not explicitly guarantee that the learned landmarks are consistent with changes between different...

書誌詳細
主要な著者:	Thewlis, J, Albanie, S, Bilen, H, Vedaldi, A
フォーマット:	Conference item
言語:	English
出版事項:	IEEE 2020

類似資料

Unsupervised learning of object landmarks by factorized spatial embeddings
著者:: Thewlis, J, 等
出版事項: (2017)

Modelling and unsupervised learning of symmetric deformable object categories
著者:: Thewlis, J, 等
出版事項: (2018)

Unsupervised learning of object frames by dense equivariant image labelling
著者:: Thewlis, J, 等
出版事項: (2017)

Unsupervised learning of object landmarks through conditional image generation
著者:: Jakab, T, 等
出版事項: (2018)

Learning grimaces by watching TV
著者:: Albanie, S, 等
出版事項: (2016)

Unsupervised Learning Based on Multiple Descriptors for WSIs Diagnosis
著者:: Taimoor Shakeel Sheikh, 等
出版事項: (2022-06-01)

Descriptor learning using convex optimisation
著者:: Simonyan, K, 等
出版事項: (2012)

Unsupervised detection of contrast enhanced highlight landmarks
著者:: Tao Wu, 等
出版事項: (2023-10-01)

Learning local feature descriptors using convex optimisation
著者:: Simonyan, K, 等
出版事項: (2014)

Density-of-states similarity descriptor for unsupervised learning from materials data
著者:: Martin Kuban, 等
出版事項: (2022-10-01)

Cross pixel optical-flow similarity for self-supervised learning
著者:: Mahendran, A, 等
出版事項: (2019)

Small steps and giant leaps: minimal newton solvers for deep learning
著者:: Henriques, J, 等
出版事項: (2020)

Fingerphoto morphing attack generation using texture descriptors based landmarks
著者:: Hailin Li, 等
出版事項: (2024-07-01)

HPatches: A benchmark and evaluation of handcrafted and learned local descriptors
著者:: Balntas, V, 等
出版事項: (2017)

Siamese comparative transformer-based network for unsupervised landmark detection.
著者:: Can Zhao, 等
出版事項: (2024-01-01)

Learning to read by spelling: towards unsupervised text recognition
著者:: Gupta, A, 等
出版事項: (2020)

Learning to read by spelling: towards unsupervised text recognition
著者:: Gupta, A, 等
出版事項: (2018)

HPatches: A benchmark and evaluation of handcrafted and learned local descriptors
著者:: Balntas, V, 等
出版事項: (2019)

Unsupervised identification of crystal defects from atomistic potential descriptors
著者:: Lukáš Kývala, 等
出版事項: (2025-02-01)

Self-supervised learning of geometrically stable features through probabilistic introspection
著者:: Novotny, D, 等
出版事項: (2018)

Moving SLAM: fully unsupervised deep learning in non-rigid scenes
著者:: Xu, D, 等
出版事項: (2021)

Learning multiple visual domains with residual adapters
著者:: Rebuffi, S, 等
出版事項: (2018)

A compact and discriminative face track descriptor
著者:: Parkhi, OM, 等
出版事項: (2014)

Unsupervised learning of probably symmetric deformable 3D objects from images in the wild
著者:: Wu, S, 等
出版事項: (2020)

Approach for 3D Cultural Relic Classification Based on a Low-Dimensional Descriptor and Unsupervised Learning
著者:: Hongjuan Gao, 等
出版事項: (2020-11-01)

Unsupervised learning of probably symmetric deformable 3D objects from images in the wild
著者:: Wu, S, 等
出版事項: (2021)

Landmark Topology Descriptor-Based Place Recognition and Localization under Large View-Point Changes
著者:: Guanhong Gao, 等
出版事項: (2023-12-01)

Self-supervised segmentation by grouping optical-flow
著者:: Mahendran, A, 等
出版事項: (2019)

Invariant information clustering for unsupervised image classification and segmentation
著者:: Ji, X, 等
出版事項: (2020)

Slim DensePose: Thrifty learning from sparse annotations and motion cues
著者:: Neverova, N, 等
出版事項: (2020)

Unsupervised learning of probably symmetric deformable 3D objects from images in the wild (extended abstract)
著者:: Wu, S, 等
出版事項: (2021)

Color Content Descriptors of Images by Vector Quantization
著者:: Jan Mihalik, 等
出版事項: (2020-01-01)

Unsupervised learning of 3D object categories from videos in the wild
著者:: Henzler, P, 等
出版事項: (2021)

Unsupervised intuitive physics from visual observations
著者:: Ehrhardt, S, 等
出版事項: (2019)

Self-supervised learning of interpretable keypoints from unlabelled videos
著者:: Jakab, T, 等
出版事項: (2020)

Fully-trainable deep matching
著者:: Thewlis, J, 等
出版事項: (2016)

Unsupervised part discovery from contrastive reconstruction
著者:: Choudhury, S, 等
出版事項: (2021)

Emotion recognition in speech using cross-modal transfer in the wild
著者:: Albanie, S, 等
出版事項: (2018)

Emotion Recognition in Speech using Cross-Modal Transfer in the Wild
著者:: Albanie, S, 等
出版事項: (2018)

Weakly supervised deep detection networks
著者:: Vedaldi, A, 等
出版事項: (2016)