Unsupervised Keypoint Learning for Guiding Class-Conditional Video Prediction

4 October 2019

Papers citing "Unsupervised Keypoint Learning for Guiding Class-Conditional Video Prediction"

42 / 42 papers shown

Title
Unsupervised Part Discovery via Dual Representation Alignment Jiahao Xia Wenjian Huang Min Xu Jianguo Zhang Haimin Zhang Ziyu Sheng Dong Xu 87 0 0 15 Aug 2024
Dance Any Beat: Blending Beats with Visuals in Dance Video Generation Xuanchen Wang Heng Wang Dongnan Liu Weidong Cai 84 5 0 15 May 2024
Moonshot: Towards Controllable Video Generation and Editing with Multimodal Conditions David Junhao Zhang Dongxu Li Hung Le Mike Zheng Shou Caiming Xiong Doyen Sahoo VGen 78 25 0 03 Jan 2024
DDLP: Unsupervised Object-Centric Video Prediction with Deep Dynamic Latent Particles Tal Daniel Aviv Tamar DiffM 99 8 0 09 Jun 2023
Few-shot Geometry-Aware Keypoint Localization Xingzhe He Gaurav Bharaj D. Ferman Helge Rhodin Pablo Garrido 3DPC 87 12 0 30 Mar 2023
Conditional Image-to-Video Generation with Latent Flow Diffusion Models Haomiao Ni Changhao Shi Kaican Li Sharon X. Huang Martin Renqiang Min VGen DiffM 75 176 0 24 Mar 2023
Towards End-to-End Generative Modeling of Long Videos with Memory-Efficient Bidirectional Transformers Jaehoon Yoo Semin Kim Doyup Lee Chiheon Kim Seunghoon Hong 62 3 0 20 Mar 2023
MIMO Is All You Need : A Strong Multi-In-Multi-Out Baseline for Video Prediction Shuliang Ning Mengcheng Lan Yanran Li Chaofeng Chen Qian Chen Xunlai Chen Xiaoguang Han Shuguang Cui 84 20 0 09 Dec 2022
Efficient Video Prediction via Sparsely Conditioned Flow Matching A. Davtyan Sepehr Sameni Paolo Favaro VGen DiffM 100 31 0 26 Nov 2022
Entropy-driven Unsupervised Keypoint Representation Learning in Videos A. Younes Simone Schaub-Meyer Georgia Chalvatzaki SSL 107 0 0 30 Sep 2022
Patch-based Object-centric Transformers for Efficient Video Generation Wilson Yan Ryogo Okumura Stephen James Pieter Abbeel DiffM ViT 76 6 0 08 Jun 2022
FlexLip: A Controllable Text-to-Lip System Dan Oneaţă Beáta Lőrincz Adriana Stan H. Cucu 55 3 0 07 Jun 2022
AutoLink: Self-supervised Learning of Human Skeletons and Object Outlines by Linking Keypoints Xingzhe He Bastian Wandt Helge Rhodin SSL 3DH 3DPC 162 18 0 21 May 2022
Zero-Episode Few-Shot Contrastive Predictive Coding: Solving intelligence tests without prior training T. Barak Y. Loewenstein 21 0 0 04 May 2022
Controllable Video Generation through Global and Local Motion Dynamics A. Davtyan Paolo Favaro 40 9 0 13 Apr 2022
Continuous-Time Video Generation via Learning Motion Dynamics with Neural ODE Kangyeol Kim Sunghyun Park Junsoo Lee Joonseok Lee Sookyung Kim Jaegul Choo E. Choi DiffM 29 1 0 21 Dec 2021
Image Animation with Keypoint Mask Or Toledano Yanir Marmor Dov Gertz VGen 20 2 0 20 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 67 34 0 09 Dec 2021
GANSeg: Learning to Segment by Unsupervised Hierarchical Image Generation Xingzhe He Bastian Wandt Helge Rhodin GAN 93 21 0 02 Dec 2021
Layered Controllable Video Generation Jiahui Huang Yuhe Jin K. M. Yi Leonid Sigal VGen 68 11 0 24 Nov 2021
Action2video: Generating Videos of Human 3D Actions Chuan Guo Wei Ji Sen Wang Xinshuang Liu Shihao Zou Minglun Gong Li Cheng 3DH 133 24 0 12 Nov 2021
Pose-guided Generative Adversarial Net for Novel View Action Synthesis Xianhang Li Junhao Zhang Kunchang Li Shruti Vyas Yogesh S Rawat GAN 109 3 0 15 Oct 2021
Conditional Temporal Variational AutoEncoder for Action Video Prediction Xiaogang Xu Yi Wang Liwei Wang Bei Yu Jiaya Jia VGen 73 5 0 12 Aug 2021
Accurate Grid Keypoint Learning for Efficient Video Prediction Xiaojie Gao Yueming Jin Qi Dou Chi-Wing Fu Pheng-Ann Heng VGen 43 17 0 28 Jul 2021
From Single to Multiple: Leveraging Multi-level Prediction Spaces for Video Forecasting Mengcheng Lan Shuliang Ning Yanran Li Qian Chen Xunlai Chen Xiaoguang Han Shuguang Cui 27 0 0 21 Jul 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 84 5 0 24 Jun 2021
Flow Guided Transformable Bottleneck Networks for Motion Retargeting Jian Ren Menglei Chai Oliver J. Woodford Kyle Olszewski Sergey Tulyakov 3DH 56 24 0 14 Jun 2021
Unsupervised Learning of Visual 3D Keypoints for Control Boyuan Chen Pieter Abbeel Deepak Pathak 3DPC SSL 92 40 0 14 Jun 2021
Motion Representations for Articulated Animation Aliaksandr Siarohin Oliver J. Woodford Jian Ren Menglei Chai Sergey Tulyakov OCL 198 276 0 22 Apr 2021
Revisiting Hierarchical Approach for Persistent Long-Term Video Prediction Wonkwang Lee Whie Jung Han Zhang Ting Chen Jing Yu Koh Thomas E. Huang Hyungsuk Yoon Honglak Lee Seunghoon Hong 57 29 0 14 Apr 2021
Video Prediction Recalling Long-term Motion Context via Memory Alignment Learning Sangmin Lee Hak Gu Kim Dae Hwi Choi Hyungil Kim Yong Man Ro 81 103 0 02 Apr 2021
PriorityCut: Occlusion-guided Regularization for Warp-based Image Animation Wai Ting Cheung Gyeongsu Chae VGen 103 2 0 22 Mar 2021
Future Frame Prediction for Robot-assisted Surgery Xiaojie Gao Yueming Jin Zixu Zhao Qi Dou Pheng-Ann Heng MedIm 65 14 0 18 Mar 2021
Playable Video Generation Willi Menapace Stéphane Lathuilière Sergey Tulyakov Aliaksandr Siarohin Elisa Ricci SSL VGen 84 67 0 28 Jan 2021
Modular Action Concept Grounding in Semantic Video Prediction Wei Yu Wenxin Chen Songheng Yin S. Easterbrook Animesh Garg 64 13 0 23 Nov 2020
Adaptive Future Frame Prediction with Ensemble Network Wonjik Kim Masayuki Tanaka Masatoshi Okutomi Y. Sasaki 47 1 0 13 Nov 2020
Action2Motion: Conditioned Generation of 3D Human Motions Chuan Guo Wei Ji Sen Wang Shihao Zou Qingyao Sun Annan Deng Minglun Gong Li Cheng 85 422 0 30 Jul 2020
AutoTrajectory: Label-free Trajectory Extraction and Prediction from Videos using Dynamic Points Yuexin Ma Xinge ZHU Xinjing Cheng Ruigang Yang Jiming Liu Tianyi Zhou 3DPC 83 13 0 11 Jul 2020
Video Prediction via Example Guidance Jingwei Xu Huazhe Xu Bingbing Ni Xiaokang Yang Trevor Darrell AI4TS 84 17 0 03 Jul 2020
Deep Learning for Vision-based Prediction: A Survey Amir Rasouli 98 42 0 30 Jun 2020
Human Motion Transfer from Poses in the Wild Jian Ren Menglei Chai Sergey Tulyakov Chen Fang Xiaohui Shen Jianchao Yang DiffM 67 24 0 07 Apr 2020
Unsupervised Disentanglement of Pose, Appearance and Background from Images and Videos Aysegül Dündar Kevin J. Shih Animesh Garg R. Pottorf Andrew Tao Bryan Catanzaro 46 34 0 26 Jan 2020