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...

Disgrifiad llawn

Manylion Llyfryddiaeth
Prif Awduron:	Thewlis, J, Albanie, S, Bilen, H, Vedaldi, A
Fformat:	Conference item
Iaith:	English
Cyhoeddwyd:	IEEE 2020

Eitemau Tebyg

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

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

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

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

Learning grimaces by watching TV
gan: Albanie, S, et al.
Cyhoeddwyd: (2016)

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

Descriptor learning using convex optimisation
gan: Simonyan, K, et al.
Cyhoeddwyd: (2012)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Fully-trainable deep matching
gan: Thewlis, J, et al.
Cyhoeddwyd: (2016)

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

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

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

Weakly supervised deep detection networks
gan: Vedaldi, A, et al.
Cyhoeddwyd: (2016)