Unsupervised Learning of Object Landmarks through Conditional Image Generation

20 June 2018

Andrea Vedaldi

Papers citing "Unsupervised Learning of Object Landmarks through Conditional Image Generation"

50 / 162 papers shown

Title
From Keypoints to Object Landmarks via Self-Training Correspondence: A novel approach to Unsupervised Landmark Discovery Dimitrios Mallis Enrique Sanchez Matt Bell Georgios Tzimiropoulos SSL 3DPC 35 6 0 31 May 2022
Unsupervised Image Representation Learning with Deep Latent Particles Tal Daniel Aviv Tamar OCL SSL 11 9 0 31 May 2022
AutoLink: Self-supervised Learning of Human Skeletons and Object Outlines by Linking Keypoints Xingzhe He Bastian Wandt Helge Rhodin SSL 3DH 3DPC 32 18 0 21 May 2022
Learning Keypoints from Synthetic Data for Robotic Cloth Folding Thomas Lips Victor-Louis De Gusseme Francis Wyffels 16 11 0 13 May 2022
Structure-Aware Motion Transfer with Deformable Anchor Model Jiale Tao Biao Wang Borun Xu T. Ge Yuning Jiang Wen Li Lixin Duan 26 40 0 11 Apr 2022
LEAD: Self-Supervised Landmark Estimation by Aligning Distributions of Feature Similarity Tejan Karmali Abhinav Atrishi Sai Sree Harsha Susmit Agrawal Varun Jampani R. Venkatesh Babu SSL 26 5 0 06 Apr 2022
Adversarial Dual-Student with Differentiable Spatial Warping for Semi-Supervised Semantic Segmentation Cong Cao Tianwei Lin Dongliang He Fu Li Huanjing Yue Jingyu Yang Errui Ding 22 15 0 05 Mar 2022
Guided Visual Attention Model Based on Interactions Between Top-down and Bottom-up Information for Robot Pose Prediction Hyogo Hiruma Hiroki Mori Hiroshi Ito Tetsuya Ogata 9 0 0 21 Feb 2022
KINet: Unsupervised Forward Models for Robotic Pushing Manipulation Alireza Rezazadeh Changhyun Choi SSL 3DPC 27 3 0 18 Feb 2022
Neural Marionette: Unsupervised Learning of Motion Skeleton and Latent Dynamics from Volumetric Video Jinseok Bae Hojun Jang Cheol-Hui Min H. Choi Y. Kim 19 5 0 17 Feb 2022
End-to-end Reinforcement Learning of Robotic Manipulation with Robust Keypoints Representation Tianying Wang En Yen Puang Marcus Lee Y. Wu Wei Jing SSL 23 5 0 12 Feb 2022
Motion-Aware Transformer For Occluded Person Re-identification M. Zhou Hongye Liu Zhekun Lv Weiheng Hong Xiai Chen ViT 29 4 0 09 Feb 2022
Pseudo-Labeled Auto-Curriculum Learning for Semi-Supervised Keypoint Localization Can Wang Sheng Jin Yingda Guan Wentao Liu Chao Qian Ping Luo Wanli Ouyang 24 14 0 21 Jan 2022
Deep ViT Features as Dense Visual Descriptors Shirzad Amir Yossi Gandelsman Shai Bagon Tali Dekel MDE ViT 36 272 0 10 Dec 2021
Self-Supervised Keypoint Discovery in Behavioral Videos Jennifer J. Sun Serim Ryou R. Goldshmid Brandon Weissbourd J. Dabiri David J. Anderson Ann Kennedy Yisong Yue Pietro Perona SSL 15 33 0 09 Dec 2021
GANSeg: Learning to Segment by Unsupervised Hierarchical Image Generation Xingzhe He Bastian Wandt Helge Rhodin GAN 29 21 0 02 Dec 2021
Rethinking Keypoint Representations: Modeling Keypoints and Poses as Objects for Multi-Person Human Pose Estimation William J. McNally Kanav Vats Alexander Wong J. McPhee 25 61 0 16 Nov 2021
Pose Recognition in the Wild: Animal pose estimation using Agglomerative Clustering and Contrastive Learning Samayan Bhattacharya Sk Shahnawaz 25 1 0 16 Nov 2021
The Emergence of Objectness: Learning Zero-Shot Segmentation from Videos Runtao Liu Zhirong Wu Stella X. Yu Stephen Lin VOS 32 51 0 11 Nov 2021
Self-Supervised Object Detection via Generative Image Synthesis Siva Karthik Mustikovela Shalini De Mello Aayush Prakash Umar Iqbal Sifei Liu Thu Nguyen-Phuoc Carsten Rother Jan Kautz 17 2 0 19 Oct 2021
Differential Motion Evolution for Fine-Grained Motion Deformation in Unsupervised Image Animation Peirong Liu Rui Wang Xuefei Cao Yipin Zhou Ashish Shah Ser-Nam Lim DiffM 31 3 0 09 Oct 2021
Video Autoencoder: self-supervised disentanglement of static 3D structure and motion Zihang Lai Sifei Liu Alexei A. Efros Xiaolong Wang VGen 36 31 0 06 Oct 2021
Unsupervised Landmark Detection Based Spatiotemporal Motion Estimation for 4D Dynamic Medical Images Yuyu Guo Lei Bi Dongming Wei Liyun Chen Zhengbin Zhu D. Feng Ruiyan Zhang Qian Wang Jinman Kim 19 6 0 30 Sep 2021
Weakly Supervised Keypoint Discovery Serim Ryou Pietro Perona 21 7 0 28 Sep 2021
Vision-based system identification and 3D keypoint discovery using dynamics constraints Miguel Jaques Martin Asenov Michael G. Burke Timothy M. Hospedales 30 4 0 13 Sep 2021
Accurate Grid Keypoint Learning for Efficient Video Prediction Xiaojie Gao Yueming Jin Qi Dou Chi-Wing Fu Pheng-Ann Heng VGen 8 17 0 28 Jul 2021
Structured World Belief for Reinforcement Learning in POMDP Gautam Singh Skand Peri Junghyun Kim Hyunseok Kim Sungjin Ahn OCL 19 27 0 19 Jul 2021
Contrastive Multimodal Fusion with TupleInfoNCE Yunze Liu Qingnan Fan Shanghang Zhang Hao Dong Thomas Funkhouser Li Yi 31 66 0 06 Jul 2021
Test-Time Personalization with a Transformer for Human Pose Estimation Yizhuo Li Miao Hao Zonglin Di N. B. Gundavarapu Xiaolong Wang ViT 25 45 0 05 Jul 2021
GIFT: Generalizable Interaction-aware Functional Tool Affordances without Labels Dylan Turpin Liquang Wang Stavros Tsogkas Sven J. Dickinson Animesh Garg 19 26 0 28 Jun 2021
GaussiGAN: Controllable Image Synthesis with 3D Gaussians from Unposed Silhouettes Youssef A. Mejjati Isa Milefchik Aaron Gokaslan Oliver Wang K. Kim James Tompkin 3DV 3DGS 27 5 0 24 Jun 2021
JOKR: Joint Keypoint Representation for Unsupervised Cross-Domain Motion Retargeting Ron Mokady Rotem Tzaban Sagie Benaim Amit H. Bermano Daniel Cohen-Or VGen 19 3 0 17 Jun 2021
Learning of feature points without additional supervision improves reinforcement learning from images Rinu Boney Alexander Ilin Juho Kannala SSL 15 2 0 15 Jun 2021
Unsupervised Learning of Visual 3D Keypoints for Control Boyuan Chen Pieter Abbeel Deepak Pathak 3DPC SSL 14 39 0 14 Jun 2021
Learning the Imaging Landmarks: Unsupervised Key point Detection in Lung Ultrasound Videos Arpan Tripathi Mahesh Raveendranatha Panicker A. Hareendranathan Yale Tung Chen Jacob L. Jaremko K. Narayan C. Kesavadas 13 0 0 13 Jun 2021
Unsupervised Co-part Segmentation through Assembly Qingzhe Gao Bin Wang Libin Liu Baoquan Chen 18 13 0 10 Jun 2021
Unsupervised Part Segmentation through Disentangling Appearance and Shape Shilong Liu Lei Zhang X. Yang Hang Su Jun Zhu OCL 11 36 0 26 May 2021
Coarse-to-Fine for Sim-to-Real: Sub-Millimetre Precision Across Wide Task Spaces Eugene Valassakis Norman Di Palo Edward Johns 23 17 0 24 May 2021
Learn Fine-grained Adaptive Loss for Multiple Anatomical Landmark Detection in Medical Images Guangquan Zhou Juzheng Miao Xin Yang Rui Li En-Ze Huo Wenlong Shi Yuhao Huang Jikuan Qian Chaoyu Chen Dong Ni 43 14 0 19 May 2021
TransferI2I: Transfer Learning for Image-to-Image Translation from Small Datasets Yaxing Wang Héctor Laria Mantecón Joost van de Weijer Laura Lopez-Fuentes Bogdan Raducanu VLM 28 9 0 13 May 2021
Unsupervised Human Pose Estimation through Transforming Shape Templates Luca Schmidtke Athanasios Vlontzos Simon Ellershaw Anna Lukens T. Arichi Bernhard Kainz 3DH 13 37 0 10 May 2021
Act the Part: Learning Interaction Strategies for Articulated Object Part Discovery S. Gadre Kiana Ehsani Shuran Song 169 49 0 03 May 2021
KeypointDeformer: Unsupervised 3D Keypoint Discovery for Shape Control Tomas Jakab Richard Tucker A. Makadia Jiajun Wu Noah Snavely Angjoo Kanazawa 3DPC 66 56 0 22 Apr 2021
Single Source One Shot Reenactment using Weighted motion From Paired Feature Points S. Tripathy Juho Kannala Esa Rahtu 3DH DiffM 10 7 0 07 Apr 2021
Pretrained equivariant features improve unsupervised landmark discovery R. Rahaman Atin Ghosh Alexandre Hoang Thiery 3DPC SSL 8 3 0 07 Apr 2021
Unsupervised Visual Attention and Invariance for Reinforcement Learning Xudong Wang Long Lian Stella X. Yu OOD 26 37 0 07 Apr 2021
Landmarks Augmentation with Manifold-Barycentric Oversampling Iaroslav Bespalov N. Buzun Oleg Kachan Dmitry V. Dylov MedIm 29 4 0 02 Apr 2021
PiCIE: Unsupervised Semantic Segmentation using Invariance and Equivariance in Clustering Jang Hyun Cho Utkarsh Mall Kavita Bala B. Hariharan 26 191 0 30 Mar 2021
LatentKeypointGAN: Controlling GANs via Latent Keypoints Xingzhe He Bastian Wandt Helge Rhodin GAN 30 6 0 29 Mar 2021
Repurposing GANs for One-shot Semantic Part Segmentation Nontawat Tritrong Pitchaporn Rewatbowornwong Supasorn Suwajanakorn 33 108 0 07 Mar 2021