Joint-task Self-supervised Learning for Temporal Correspondence

26 September 2019

Ming-Hsuan Yang

Papers citing "Joint-task Self-supervised Learning for Temporal Correspondence"

31 / 31 papers shown

Title
Leveraging Motion Information for Better Self-Supervised Video Correspondence Learning Zihan Zhoua Changrui Daia Aibo Songa Xiaolin Fang VOS 69 0 0 15 Mar 2025
Visual Representation Learning with Stochastic Frame Prediction Huiwon Jang Dongyoung Kim Junsu Kim Jinwoo Shin Pieter Abbeel Younggyo Seo 42 2 0 11 Jun 2024
Beyond Traditional Single Object Tracking: A Survey Omar Abdelaziz Mohamed Shehata Mohamed Mohamed 35 0 0 16 May 2024
Is ImageNet worth 1 video? Learning strong image encoders from 1 long unlabelled video Shashanka Venkataramanan Mamshad Nayeem Rizve João Carreira Yuki M. Asano Yannis Avrithis SSL 34 18 0 12 Oct 2023
Siamese Masked Autoencoders Agrim Gupta Jiajun Wu Jia Deng Li Fei-Fei 41 49 0 23 May 2023
TEGLO: High Fidelity Canonical Texture Mapping from Single-View Images Vishal Vinod Tanmay Shah Dmitry Lagun 37 4 0 24 Mar 2023
Deep Learning Technique for Human Parsing: A Survey and Outlook Lu Yang Wenhe Jia Shane Li Q. Song ViT 43 17 0 01 Jan 2023
Bridging Images and Videos: A Simple Learning Framework for Large Vocabulary Video Object Detection Sanghyun Woo Kwanyong Park Seoung Wug Oh In So Kweon Joon-Young Lee VLM VOS 28 6 0 20 Dec 2022
Self-Supervised Geometric Correspondence for Category-Level 6D Object Pose Estimation in the Wild Kaifeng Zhang Yang Fu Shubhankar Borse H. Cai Fatih Porikli Xinyu Wang SSL 3DPC 47 25 0 13 Oct 2022
Motion-inductive Self-supervised Object Discovery in Videos Shuangrui Ding Weidi Xie Yabo Chen Rui Qian Xiaopeng Zhang H. Xiong Q. Tian VOS 16 18 0 01 Oct 2022
ProposalContrast: Unsupervised Pre-training for LiDAR-based 3D Object Detection Junbo Yin Dingfu Zhou Liangjun Zhang Jin Fang Chengfeng Xu Jianbing Shen Wenguan Wang 3DPC 27 83 0 26 Jul 2022
Segmenting Moving Objects via an Object-Centric Layered Representation Jun Xie Weidi Xie Andrew Zisserman VOS OCL 28 47 0 05 Jul 2022
CoordGAN: Self-Supervised Dense Correspondences Emerge from GANs Jiteng Mu Shalini De Mello Zhiding Yu Nuno Vasconcelos Xinyu Wang Jan Kautz Sifei Liu GAN 27 18 0 30 Mar 2022
Locality-Aware Inter-and Intra-Video Reconstruction for Self-Supervised Correspondence Learning Liulei Li Tianfei Zhou Wenguan Wang Lu Yang Jian-Wei Li Yi Yang SSL 30 47 0 27 Mar 2022
Transfer of Representations to Video Label Propagation: Implementation Factors Matter Daniel McKee Zitong Zhan Bing Shuai Davide Modolo Joseph Tighe Svetlana Lazebnik SSL 20 4 0 10 Mar 2022
Conditional Object-Centric Learning from Video Thomas Kipf Gamaleldin F. Elsayed Aravindh Mahendran Austin Stone S. Sabour G. Heigold Rico Jonschkowski Alexey Dosovitskiy Klaus Greff OCL 41 214 0 24 Nov 2021
Modelling Neighbor Relation in Joint Space-Time Graph for Video Correspondence Learning Zixu Zhao Yueming Jin Pheng-Ann Heng SSL 37 21 0 28 Sep 2021
Learning to Track Objects from Unlabeled Videos Jilai Zheng Chao Ma Houwen Peng Xiaokang Yang VOT 21 47 0 28 Aug 2021
Enhancing Self-supervised Video Representation Learning via Multi-level Feature Optimization Rui Qian Yuxi Li Huabin Liu John See Shuangrui Ding Xian Liu Dian Li Weiyao Lin 35 42 0 04 Aug 2021
Do Different Tracking Tasks Require Different Appearance Models? Zhongdao Wang Hengshuang Zhao Yali Li Shengjin Wang Philip Torr Luca Bertinetto 37 82 0 05 Jul 2021
A Survey on Deep Learning Technique for Video Segmentation Tianfei Zhou Fatih Porikli David J. Crandall Luc Van Gool Wenguan Wang VOS 34 232 0 02 Jul 2021
Learning to Associate Every Segment for Video Panoptic Segmentation Sanghyun Woo Dahun Kim Joon-Young Lee In So Kweon VOS 33 29 0 17 Jun 2021
Rethinking Self-supervised Correspondence Learning: A Video Frame-level Similarity Perspective Jiarui Xu Xiaolong Wang VOS 40 92 0 31 Mar 2021
Region Similarity Representation Learning Tete Xiao Colorado Reed Xiaolong Wang Kurt Keutzer Trevor Darrell VLM SSL 35 116 0 24 Mar 2021
U-LanD: Uncertainty-Driven Video Landmark Detection Mohammad Jafari C. Luong Michael Y. Tsang A. Gu N. V. Woudenberg R. Rohling T. Tsang Purang Abolmaesumi 40 12 0 02 Feb 2021
A Comprehensive Study of Deep Video Action Recognition Yi Zhu Xinyu Li Chunhui Liu Mohammadreza Zolfaghari Yuanjun Xiong Chongruo Wu Zhi-Li Zhang Joseph Tighe R. Manmatha Mu Li VLM AI4TS 38 185 0 11 Dec 2020
Contrastive Transformation for Self-supervised Correspondence Learning Ning Wang Wen-gang Zhou Houqiang Li VOS 30 33 0 09 Dec 2020
Reducing the Annotation Effort for Video Object Segmentation Datasets P. Voigtlaender Lishu Luo C. Yuan Yong-jia Jiang Bastian Leibe VOS 36 19 0 02 Nov 2020
Interactive Video Stylization Using Few-Shot Patch-Based Training Ondrej Texler David Futschik Michal Kučera Ondrej Jamriska Sárka Sochorová Menglei Chai Sergey Tulyakov Daniel Sýkora VGen 14 80 0 29 Apr 2020
Self-supervised Keypoint Correspondences for Multi-Person Pose Estimation and Tracking in Videos U. Rafi Andreas Doering Bastian Leibe Juergen Gall 3DH 29 41 0 27 Apr 2020
MAST: A Memory-Augmented Self-supervised Tracker Zihang Lai Erika Lu Weidi Xie VOS 24 184 0 18 Feb 2020