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...

Szczegółowa specyfikacja

Opis bibliograficzny
Główni autorzy:	Thewlis, J, Albanie, S, Bilen, H, Vedaldi, A
Format:	Conference item
Język:	English
Wydane:	IEEE 2020

Podobne zapisy

Unsupervised learning of object landmarks by factorized spatial embeddings
od: Thewlis, J, i wsp.
Wydane: (2017)

Modelling and unsupervised learning of symmetric deformable object categories
od: Thewlis, J, i wsp.
Wydane: (2018)

Unsupervised learning of object frames by dense equivariant image labelling
od: Thewlis, J, i wsp.
Wydane: (2017)

Unsupervised learning of object landmarks through conditional image generation
od: Jakab, T, i wsp.
Wydane: (2018)

Learning grimaces by watching TV
od: Albanie, S, i wsp.
Wydane: (2016)

Unsupervised Learning Based on Multiple Descriptors for WSIs Diagnosis
od: Taimoor Shakeel Sheikh, i wsp.
Wydane: (2022-06-01)

Descriptor learning using convex optimisation
od: Simonyan, K, i wsp.
Wydane: (2012)

Unsupervised detection of contrast enhanced highlight landmarks
od: Tao Wu, i wsp.
Wydane: (2023-10-01)

Learning local feature descriptors using convex optimisation
od: Simonyan, K, i wsp.
Wydane: (2014)

Density-of-states similarity descriptor for unsupervised learning from materials data
od: Martin Kuban, i wsp.
Wydane: (2022-10-01)

Cross pixel optical-flow similarity for self-supervised learning
od: Mahendran, A, i wsp.
Wydane: (2019)

Small steps and giant leaps: minimal newton solvers for deep learning
od: Henriques, J, i wsp.
Wydane: (2020)

Fingerphoto morphing attack generation using texture descriptors based landmarks
od: Hailin Li, i wsp.
Wydane: (2024-07-01)

HPatches: A benchmark and evaluation of handcrafted and learned local descriptors
od: Balntas, V, i wsp.
Wydane: (2017)

Siamese comparative transformer-based network for unsupervised landmark detection.
od: Can Zhao, i wsp.
Wydane: (2024-01-01)

Learning to read by spelling: towards unsupervised text recognition
od: Gupta, A, i wsp.
Wydane: (2020)

Learning to read by spelling: towards unsupervised text recognition
od: Gupta, A, i wsp.
Wydane: (2018)

HPatches: A benchmark and evaluation of handcrafted and learned local descriptors
od: Balntas, V, i wsp.
Wydane: (2019)

Unsupervised identification of crystal defects from atomistic potential descriptors
od: Lukáš Kývala, i wsp.
Wydane: (2025-02-01)

Self-supervised learning of geometrically stable features through probabilistic introspection
od: Novotny, D, i wsp.
Wydane: (2018)

Moving SLAM: fully unsupervised deep learning in non-rigid scenes
od: Xu, D, i wsp.
Wydane: (2021)

Learning multiple visual domains with residual adapters
od: Rebuffi, S, i wsp.
Wydane: (2018)

A compact and discriminative face track descriptor
od: Parkhi, OM, i wsp.
Wydane: (2014)

Unsupervised learning of probably symmetric deformable 3D objects from images in the wild
od: Wu, S, i wsp.
Wydane: (2020)

Approach for 3D Cultural Relic Classification Based on a Low-Dimensional Descriptor and Unsupervised Learning
od: Hongjuan Gao, i wsp.
Wydane: (2020-11-01)

Unsupervised learning of probably symmetric deformable 3D objects from images in the wild
od: Wu, S, i wsp.
Wydane: (2021)

Landmark Topology Descriptor-Based Place Recognition and Localization under Large View-Point Changes
od: Guanhong Gao, i wsp.
Wydane: (2023-12-01)

Self-supervised segmentation by grouping optical-flow
od: Mahendran, A, i wsp.
Wydane: (2019)

Invariant information clustering for unsupervised image classification and segmentation
od: Ji, X, i wsp.
Wydane: (2020)

Slim DensePose: Thrifty learning from sparse annotations and motion cues
od: Neverova, N, i wsp.
Wydane: (2020)

Unsupervised learning of probably symmetric deformable 3D objects from images in the wild (extended abstract)
od: Wu, S, i wsp.
Wydane: (2021)

Color Content Descriptors of Images by Vector Quantization
od: Jan Mihalik, i wsp.
Wydane: (2020-01-01)

Unsupervised learning of 3D object categories from videos in the wild
od: Henzler, P, i wsp.
Wydane: (2021)

Unsupervised intuitive physics from visual observations
od: Ehrhardt, S, i wsp.
Wydane: (2019)

Self-supervised learning of interpretable keypoints from unlabelled videos
od: Jakab, T, i wsp.
Wydane: (2020)

Fully-trainable deep matching
od: Thewlis, J, i wsp.
Wydane: (2016)

Unsupervised part discovery from contrastive reconstruction
od: Choudhury, S, i wsp.
Wydane: (2021)

Emotion recognition in speech using cross-modal transfer in the wild
od: Albanie, S, i wsp.
Wydane: (2018)

Emotion Recognition in Speech using Cross-Modal Transfer in the Wild
od: Albanie, S, i wsp.
Wydane: (2018)

Weakly supervised deep detection networks
od: Vedaldi, A, i wsp.
Wydane: (2016)