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
SAVeD: Learning to Denoise Low-SNR Video for Improved Downstream Performance Suzanne Stathatos Michael Hobley Markus Marks Pietro Perona 33 0 0 31 Mar 2025
Mitigating Knowledge Discrepancies among Multiple Datasets for Task-agnostic Unified Face Alignment Jiahao Xia Min Xu Wenjian Huang Jianguo Zhang Haimin Zhang Chunxia Xiao CVBM FedML 66 0 0 28 Mar 2025
Cross-Modal Synergies: Unveiling the Potential of Motion-Aware Fusion Networks in Handling Dynamic and Static ReID Scenarios Fuxi Ling Hongye Liu Guoqiang Huang Jing Li Hong Wu Zhihao Tang 63 0 0 02 Feb 2025
FlexPose: Pose Distribution Adaptation with Limited Guidance Zixiao Wang Junwu Weng Mengyuan Liu Bei Yu 3DH 72 0 0 18 Dec 2024
X as Supervision: Contending with Depth Ambiguity in Unsupervised Monocular 3D Pose Estimation Yuchen Yang Xuanyi Liu Xing Gao Zhihang Zhong X. Sun 71 0 0 20 Nov 2024
Learning Keypoints for Multi-Agent Behavior Analysis using Self-Supervision Daniel Khalil Christina Liu Pietro Perona Jennifer J. Sun Markus Marks 22 1 0 14 Sep 2024
Unsupervised Part Discovery via Dual Representation Alignment Jiahao Xia Wenjian Huang Min Xu Jianguo Zhang Haimin Zhang Ziyu Sheng Dong Xu 34 0 0 15 Aug 2024
Cycle-Correspondence Loss: Learning Dense View-Invariant Visual Features from Unlabeled and Unordered RGB Images David B. Adrian A. Kupcsik Markus Spies Heiko Neumann SSL 29 0 0 18 Jun 2024
Unsupervised Object Detection with Theoretical Guarantees Marian Longa Joao F. Henriques 45 0 0 11 Jun 2024
SCE-MAE: Selective Correspondence Enhancement with Masked Autoencoder for Self-Supervised Landmark Estimation Kejia Yin Varshanth R. Rao R. Jiang Xudong Liu P. Aarabi David B. Lindell 51 0 0 28 May 2024
SelfPose3d: Self-Supervised Multi-Person Multi-View 3d Pose Estimation V. Srivastav Keqi Chen N. Padoy 25 8 0 02 Apr 2024
Entity-Centric Reinforcement Learning for Object Manipulation from Pixels Dan Haramati Tal Daniel Aviv Tamar LM&Ro OffRL OCL 37 10 0 01 Apr 2024
Pose-Guided Self-Training with Two-Stage Clustering for Unsupervised Landmark Discovery Siddharth Tourani Ahmed Alwheibi Arif Mahmood Muhammad Haris Khan DiffM 37 1 0 24 Mar 2024
Enhancing Bandwidth Efficiency for Video Motion Transfer Applications using Deep Learning Based Keypoint Prediction Xue Bai Tasmiah Haque S. Mohan Yuliang Cai Byungheon Jeong Adam Halasz Srinjoy Das 23 1 0 17 Mar 2024
Learning Physical Dynamics for Object-centric Visual Prediction Hui Xu Tao Chen Feng Xu OCL 40 0 0 15 Mar 2024
Self-Supervised Facial Representation Learning with Facial Region Awareness Zheng Gao Ioannis Patras SSL 43 10 0 04 Mar 2024
To deform or not: treatment-aware longitudinal registration for breast DCE-MRI during neoadjuvant chemotherapy via unsupervised keypoints detection Luyi Han Tao Tan Tianyu Zhang Yuan Gao Xin Eric Wang Valentina Longo Sofía Ventura-Díaz Anna D’Angelo Jonas Teuwen Ritse Mann 13 1 0 17 Jan 2024
Unsupervised Salient Patch Selection for Data-Efficient Reinforcement Learning Zhaohui Jiang Paul Weng OffRL 25 0 0 10 Jan 2024
Learning Keypoints for Robotic Cloth Manipulation using Synthetic Data Thomas Lips Victor-Louis De Gusseme Francis Wyffels 3DPC 22 6 0 03 Jan 2024
Improving Semantic Correspondence with Viewpoint-Guided Spherical Maps Octave Mariotti Oisin Mac Aodha Hakan Bilen 28 17 0 20 Dec 2023
Mask as Supervision: Leveraging Unified Mask Information for Unsupervised 3D Pose Estimation Yuchen Yang Yu Qiao Xiao Sun 3DH 17 1 0 12 Dec 2023
Tracking Object Positions in Reinforcement Learning: A Metric for Keypoint Detection (extended version) Emma Cramer Jonas Reiher Sebastian Trimpe 19 0 0 01 Dec 2023
Unsupervised Keypoints from Pretrained Diffusion Models Eric Hedlin Gopal Sharma Shweta Mahajan Xingzhe He Hossam N. Isack Abhishek Kar Helge Rhodin Andrea Tagliasacchi Kwang Moo Yi 16 7 0 29 Nov 2023
Learning visual-based deformable object rearrangement with local graph neural networks Yuhong Deng Xueqian Wang Lipeng Chen 24 5 0 16 Oct 2023
H-InDex: Visual Reinforcement Learning with Hand-Informed Representations for Dexterous Manipulation Yanjie Ze Yuyao Liu Ruizhe Shi Jiaxin Qin Zhecheng Yuan Jiashun Wang Huazhe Xu 28 1 0 02 Oct 2023
Detect Everything with Few Examples Xinyu Zhang Yuting Wang Abdeslam Boularias ObjD VLM 26 13 0 22 Sep 2023
Unsupervised Landmark Discovery Using Consistency Guided Bottleneck Mamona Awan M. H. Khan Sanoojan Baliah Muhammad Ahmad Waseem Salman Khan Fahad Shahbaz Khan Arif Mahmood 19 1 0 19 Sep 2023
ClothesNet: An Information-Rich 3D Garment Model Repository with Simulated Clothes Environment Bingyang Zhou Haoyu Zhou Tianhai Liang Qiaojun Yu Siheng Zhao ... Qiancai Wang Xinyuan Yu Haonan Chen Cewu Lu Lin Shao 3DH 30 15 0 19 Aug 2023
TAPIR: Tracking Any Point with per-frame Initialization and temporal Refinement Carl Doersch Yi Yang Mel Vecerík Dilara Gokay Ankush Gupta Y. Aytar João Carreira Andrew Zisserman 31 148 0 14 Jun 2023
DDLP: Unsupervised Object-Centric Video Prediction with Deep Dynamic Latent Particles Tal Daniel Aviv Tamar DiffM 25 7 0 09 Jun 2023
3D Human Keypoints Estimation From Point Clouds in the Wild Without Human Labels Zhenzhen Weng Alexander S. Gorban Jingwei Ji Mahyar Najibi Yin Zhou Drago Anguelov 3DPC 3DH 13 9 0 07 Jun 2023
Text2Performer: Text-Driven Human Video Generation Yuming Jiang Shuai Yang Tong Liang Koh Wayne Wu Chen Change Loy Ziwei Liu DiffM VGen 45 48 0 17 Apr 2023
Few-shot Geometry-Aware Keypoint Localization Xingzhe He Gaurav Bharaj D. Ferman Helge Rhodin Pablo Garrido 3DPC 33 10 0 30 Mar 2023
Unsupervised Volumetric Animation Aliaksandr Siarohin Willi Menapace Ivan Skorokhodov Kyle Olszewski Jian Ren Hsin-Ying Lee Menglei Chai Sergey Tulyakov 42 20 0 26 Jan 2023
GH-Feat: Learning Versatile Generative Hierarchical Features from GANs Yinghao Xu Yujun Shen Jiapeng Zhu Ceyuan Yang Bolei Zhou 28 2 0 12 Jan 2023
Learning 3D Human Pose Estimation from Dozens of Datasets using a Geometry-Aware Autoencoder to Bridge Between Skeleton Formats István Sárándi Alexander Hermans Bastian Leibe 3DH 42 40 0 29 Dec 2022
BKinD-3D: Self-Supervised 3D Keypoint Discovery from Multi-View Videos Jennifer J. Sun Lili Karashchuk Amil Dravid Serim Ryou Sonia Fereidooni ... Bingni W. Brunton Georgia Gkioxari Ann Kennedy Yisong Yue Pietro Perona 3DPC 35 16 0 14 Dec 2022
ViewNet: Unsupervised Viewpoint Estimation from Conditional Generation Octave Mariotti Oisin Mac Aodha Hakan Bilen 26 8 0 01 Dec 2022
Part-based Face Recognition with Vision Transformers Zhonglin Sun Georgios Tzimiropoulos ViT 20 15 0 30 Nov 2022
Unsupervised 3D Keypoint Discovery with Multi-View Geometry S. Honari Chen Zhao Mathieu Salzmann Pascal Fua 3DH 27 1 0 23 Nov 2022
TAP-Vid: A Benchmark for Tracking Any Point in a Video Carl Doersch Ankush Gupta L. Markeeva Adrià Recasens Lucas Smaira Y. Aytar João Carreira Andrew Zisserman Yezhou Yang 29 153 0 07 Nov 2022
OOOE: Only-One-Object-Exists Assumption to Find Very Small Objects in Chest Radiographs Gunhee Nam Taesoo Kim Sanghyup Lee Thijs Kooi 21 0 0 13 Oct 2022
Entropy-driven Unsupervised Keypoint Representation Learning in Videos A. Younes Simone Schaub-Meyer Georgia Chalvatzaki SSL 33 0 0 30 Sep 2022
Motion and Appearance Adaptation for Cross-Domain Motion Transfer Borun Xu Biao Wang Jinhong Deng Jiale Tao T. Ge Yuning Jiang Wen Li Lixin Duan 41 9 0 29 Sep 2022
Skeleton-free Pose Transfer for Stylized 3D Characters Zhouyingcheng Liao Jimei Yang Jun Saito Gerard Pons-Moll Yang Zhou 3DH 20 31 0 28 Jul 2022
Demystifying Unsupervised Semantic Correspondence Estimation Mehmet Aygun Oisin Mac Aodha 24 9 0 11 Jul 2022
Learning Disentangled Representations for Controllable Human Motion Prediction Chunzhi Gu Junzhou Yu Chao Zhang DRL 13 10 0 04 Jul 2022
KeyCLD: Learning Constrained Lagrangian Dynamics in Keypoint Coordinates from Images Rembert Daems Jeroen Taets Francis Wyffels Guillaume Crevecoeur 11 1 0 22 Jun 2022
TUSK: Task-Agnostic Unsupervised Keypoints Yuhe Jin Weiwei Sun J. Hosang Eduard Trulls K. M. Yi 11 5 0 16 Jun 2022
An Empirical Study on Disentanglement of Negative-free Contrastive Learning Jinkun Cao Ruiqian Nai Qing Yang Jialei Huang Yang Gao CoGe DRL 25 9 0 09 Jun 2022