Unsupervised learning of object frames by dense equivariant image labelling

9 June 2017

Andrea Vedaldi

Papers citing "Unsupervised learning of object frames by dense equivariant image labelling"

20 / 20 papers shown

Title
DenseSeg: Joint Learning for Semantic Segmentation and Landmark Detection Using Dense Image-to-Shape Representation Ron Keuth Lasse Hansen Maren Balks Ronja Jäger Anne-Nele Schröder Ludger Tüshaus Mattias P. Heinrich 45 0 0 30 May 2024
TUSK: Task-Agnostic Unsupervised Keypoints Yuhe Jin Weiwei Sun J. Hosang Eduard Trulls K. M. Yi 28 5 0 16 Jun 2022
GAN-Supervised Dense Visual Alignment William S. Peebles Jun-Yan Zhu Richard Y. Zhang Antonio Torralba Alexei A. Efros Eli Shechtman 49 67 0 09 Dec 2021
Pose Recognition in the Wild: Animal pose estimation using Agglomerative Clustering and Contrastive Learning Samayan Bhattacharya Sk Shahnawaz 30 1 0 16 Nov 2021
Template NeRF: Towards Modeling Dense Shape Correspondences from Category-Specific Object Images Jianfei Guo Zhiyuan Yang Xi Lin Qingfu Zhang 3DH 40 5 0 08 Nov 2021
Unsupervised Object-Level Representation Learning from Scene Images Jiahao Xie Xiaohang Zhan Ziwei Liu Yew-Soon Ong Chen Change Loy SSL OCL 43 73 0 22 Jun 2021
Pretrained equivariant features improve unsupervised landmark discovery R. Rahaman Atin Ghosh Alexandre Hoang Thiery 3DPC SSL 38 3 0 07 Apr 2021
Landmarks Augmentation with Manifold-Barycentric Oversampling Iaroslav Bespalov N. Buzun Oleg Kachan Dmitry V. Dylov MedIm 37 4 0 02 Apr 2021
Continuous Surface Embeddings Natalia Neverova David Novotny Vasil Khalidov Marc Szafraniec Patrick Labatut Andrea Vedaldi 3DH 3DV 38 85 0 24 Nov 2020
Canonical 3D Deformer Maps: Unifying parametric and non-parametric methods for dense weakly-supervised category reconstruction David Novotny Roman Shapovalov Andrea Vedaldi 3DPC 14 8 0 28 Aug 2020
BRULÈ: Barycenter-Regularized Unsupervised Landmark Extraction Iaroslav Bespalov N. Buzun Dmitry V. Dylov CVBM 21 12 0 20 Jun 2020
Transferring Dense Pose to Proximal Animal Classes A. Sanakoyeu Vasil Khalidov Maureen S. McCarthy Andrea Vedaldi Natalia Neverova 3DH 29 60 0 28 Feb 2020
Unsupervised Learning of Object Landmarks through Conditional Image Generation Tomas Jakab Ankush Gupta Hakan Bilen Andrea Vedaldi SSL 38 253 0 20 Jun 2018
Deforming Autoencoders: Unsupervised Disentangling of Shape and Appearance Zhixin Shu M. Sahasrabudhe R. Güler Dimitris Samaras Nikos Paragios Iasonas Kokkinos CVBM 33 200 0 18 Jun 2018
One-Shot Learning using Mixture of Variational Autoencoders: a Generalization Learning approach Decebal Constantin Mocanu Elena Mocanu BDL VLM DRL 21 18 0 18 Apr 2018
Unsupervised Discovery of Object Landmarks as Structural Representations Y. Zhang Yijie Guo Yixin Jin Yijun Luo Zhiyuan He Honglak Lee OCL 41 194 0 12 Apr 2018
Statistical transformer networks: learning shape and appearance models via self supervision Anil Bas W. Smith ViT 31 2 0 07 Apr 2018
Self-supervised Learning of Geometrically Stable Features Through Probabilistic Introspection David Novotny Samuel Albanie Diane Larlus Andrea Vedaldi SSL 30 65 0 04 Apr 2018
DensePose: Dense Human Pose Estimation In The Wild R. Güler Natalia Neverova Iasonas Kokkinos 3DH 233 1,391 0 01 Feb 2018
DenseReg: Fully Convolutional Dense Shape Regression In-the-Wild R. Güler George Trigeorgis Epameinondas Antonakos Patrick Snape Stefanos Zafeiriou Iasonas Kokkinos 3DH 3DV 30 201 0 04 Dec 2016