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...

Bibliografiset tiedot
Päätekijät:	Thewlis, J, Albanie, S, Bilen, H, Vedaldi, A
Aineistotyyppi:	Conference item
Kieli:	English
Julkaistu:	IEEE 2020

Samankaltaisia teoksia

Unsupervised learning of object landmarks by factorized spatial embeddings
Tekijä: Thewlis, J, et al.
Julkaistu: (2017)

Modelling and unsupervised learning of symmetric deformable object categories
Tekijä: Thewlis, J, et al.
Julkaistu: (2018)

Unsupervised learning of object frames by dense equivariant image labelling
Tekijä: Thewlis, J, et al.
Julkaistu: (2017)

Unsupervised learning of object landmarks through conditional image generation
Tekijä: Jakab, T, et al.
Julkaistu: (2018)

Learning grimaces by watching TV
Tekijä: Albanie, S, et al.
Julkaistu: (2016)

Unsupervised Learning Based on Multiple Descriptors for WSIs Diagnosis
Tekijä: Taimoor Shakeel Sheikh, et al.
Julkaistu: (2022-06-01)

Descriptor learning using convex optimisation
Tekijä: Simonyan, K, et al.
Julkaistu: (2012)

Unsupervised detection of contrast enhanced highlight landmarks
Tekijä: Tao Wu, et al.
Julkaistu: (2023-10-01)

Learning local feature descriptors using convex optimisation
Tekijä: Simonyan, K, et al.
Julkaistu: (2014)

Density-of-states similarity descriptor for unsupervised learning from materials data
Tekijä: Martin Kuban, et al.
Julkaistu: (2022-10-01)

Cross pixel optical-flow similarity for self-supervised learning
Tekijä: Mahendran, A, et al.
Julkaistu: (2019)

Small steps and giant leaps: minimal newton solvers for deep learning
Tekijä: Henriques, J, et al.
Julkaistu: (2020)

Fingerphoto morphing attack generation using texture descriptors based landmarks
Tekijä: Hailin Li, et al.
Julkaistu: (2024-07-01)

HPatches: A benchmark and evaluation of handcrafted and learned local descriptors
Tekijä: Balntas, V, et al.
Julkaistu: (2017)

Siamese comparative transformer-based network for unsupervised landmark detection.
Tekijä: Can Zhao, et al.
Julkaistu: (2024-01-01)

Learning to read by spelling: towards unsupervised text recognition
Tekijä: Gupta, A, et al.
Julkaistu: (2020)

Learning to read by spelling: towards unsupervised text recognition
Tekijä: Gupta, A, et al.
Julkaistu: (2018)

HPatches: A benchmark and evaluation of handcrafted and learned local descriptors
Tekijä: Balntas, V, et al.
Julkaistu: (2019)

Unsupervised identification of crystal defects from atomistic potential descriptors
Tekijä: Lukáš Kývala, et al.
Julkaistu: (2025-02-01)

Self-supervised learning of geometrically stable features through probabilistic introspection
Tekijä: Novotny, D, et al.
Julkaistu: (2018)

Moving SLAM: fully unsupervised deep learning in non-rigid scenes
Tekijä: Xu, D, et al.
Julkaistu: (2021)

Learning multiple visual domains with residual adapters
Tekijä: Rebuffi, S, et al.
Julkaistu: (2018)

A compact and discriminative face track descriptor
Tekijä: Parkhi, OM, et al.
Julkaistu: (2014)

Unsupervised learning of probably symmetric deformable 3D objects from images in the wild
Tekijä: Wu, S, et al.
Julkaistu: (2020)

Approach for 3D Cultural Relic Classification Based on a Low-Dimensional Descriptor and Unsupervised Learning
Tekijä: Hongjuan Gao, et al.
Julkaistu: (2020-11-01)

Unsupervised learning of probably symmetric deformable 3D objects from images in the wild
Tekijä: Wu, S, et al.
Julkaistu: (2021)

Landmark Topology Descriptor-Based Place Recognition and Localization under Large View-Point Changes
Tekijä: Guanhong Gao, et al.
Julkaistu: (2023-12-01)

Self-supervised segmentation by grouping optical-flow
Tekijä: Mahendran, A, et al.
Julkaistu: (2019)

Invariant information clustering for unsupervised image classification and segmentation
Tekijä: Ji, X, et al.
Julkaistu: (2020)

Slim DensePose: Thrifty learning from sparse annotations and motion cues
Tekijä: Neverova, N, et al.
Julkaistu: (2020)

Unsupervised learning of probably symmetric deformable 3D objects from images in the wild (extended abstract)
Tekijä: Wu, S, et al.
Julkaistu: (2021)

Color Content Descriptors of Images by Vector Quantization
Tekijä: Jan Mihalik, et al.
Julkaistu: (2020-01-01)

Unsupervised learning of 3D object categories from videos in the wild
Tekijä: Henzler, P, et al.
Julkaistu: (2021)

Unsupervised intuitive physics from visual observations
Tekijä: Ehrhardt, S, et al.
Julkaistu: (2019)

Self-supervised learning of interpretable keypoints from unlabelled videos
Tekijä: Jakab, T, et al.
Julkaistu: (2020)

Fully-trainable deep matching
Tekijä: Thewlis, J, et al.
Julkaistu: (2016)

Unsupervised part discovery from contrastive reconstruction
Tekijä: Choudhury, S, et al.
Julkaistu: (2021)

Emotion recognition in speech using cross-modal transfer in the wild
Tekijä: Albanie, S, et al.
Julkaistu: (2018)

Emotion Recognition in Speech using Cross-Modal Transfer in the Wild
Tekijä: Albanie, S, et al.
Julkaistu: (2018)

Weakly supervised deep detection networks
Tekijä: Vedaldi, A, et al.
Julkaistu: (2016)