Papers citing 'Learning to See by Moving'

Title
Towards Self-Supervised Gaze EstimationBritish Machine Vision Conference (BMVC), 2022 Arya Farkhondeh Cristina Palmero Simone Scardapane Sergio Escalera SSL 131 11 0 21 Mar 2022
Discovering Objects that Can MoveComputer Vision and Pattern Recognition (CVPR), 2022 Zhipeng Bao P. Tokmakov Allan Jabri Yu-Xiong Wang Adrien Gaidon M. Hebert OCL 191 48 0 18 Mar 2022
Object discovery and representation networksEuropean Conference on Computer Vision (ECCV), 2022 Olivier J. Hénaff Skanda Koppula Evan Shelhamer Daniel Zoran Andrew Jaegle Andrew Zisserman João Carreira Relja Arandjelović 344 94 0 16 Mar 2022
Vision Models Are More Robust And Fair When Pretrained On Uncurated Images Without Supervision Priya Goyal Quentin Duval Isaac Seessel Mathilde Caron Ishan Misra Levent Sagun Armand Joulin Piotr Bojanowski VLM SSL 360 122 0 16 Feb 2022
Self-supervised Learning from 100 Million Medical Images Florin-Cristian Ghesu Bogdan Georgescu Awais Mansoor Y. Yoo Dominik Neumann ... R. Vishwanath J. Balter Yue Cao Sasa Grbic Dorin Comaniciu SSL 171 56 0 04 Jan 2022
Contextualized Spatio-Temporal Contrastive Learning with Self-Supervision Liangzhe Yuan Rui Qian Huayu Chen Boqing Gong Florian Schroff Ming-Hsuan Yang Hartwig Adam Ting Liu AI4TS 181 17 0 09 Dec 2021
SimIPU: Simple 2D Image and 3D Point Cloud Unsupervised Pre-Training for Spatial-Aware Visual Representations Zhenyu Li Zehui Chen Ang Li Liangji Fang Qinhong Jiang Xianming Liu Junjun Jiang Bolei Zhou Hang Zhao 3DPC SSL 201 74 0 09 Dec 2021
Self-supervised Video Transformer Kanchana Ranasinghe Muzammal Naseer Salman Khan Fahad Shahbaz Khan Michael S. Ryoo ViT 292 104 0 02 Dec 2021
SEAL: Self-supervised Embodied Active Learning using Exploration and 3D Consistency Devendra Singh Chaplot Murtaza Dalal Saurabh Gupta Jitendra Malik Ruslan Salakhutdinov 242 85 0 02 Dec 2021
PreViTS: Contrastive Pretraining with Video Tracking Supervision Brian Chen Ramprasaath R. Selvaraju Shih-Fu Chang Juan Carlos Niebles Nikhil Naik ViT 205 3 0 01 Dec 2021
Contrastive Object-level Pre-training with Spatial Noise Curriculum Learning Chenhongyi Yang Lichao Huang Elliot J. Crowley SSL VLM 156 6 0 26 Nov 2021
RIO: Rotation-equivariance supervised learning of robust inertial odometry Caifa Zhou Xiya Cao Dandan Zeng Yongliang Wang OOD SSL 112 35 0 23 Nov 2021
MixSiam: A Mixture-based Approach to Self-supervised Representation Learning Xiaoyang Guo Tianhao Zhao Yutian Lin Bo Du SSL 100 6 0 04 Nov 2021
Equivariant Contrastive Learning Rumen Dangovski Li Jing Charlotte Loh Seung-Jun Han Akash Srivastava Brian Cheung Pulkit Agrawal Marin Soljacic 235 87 0 28 Oct 2021
Simple Dialogue System with AUDITEDBritish Machine Vision Conference (BMVC), 2021 Eugenio Clerico Piotr Koniusz 167 2 0 22 Oct 2021
Video Autoencoder: self-supervised disentanglement of static 3D structure and motion Zihang Lai Sifei Liu Alexei A. Efros Xiaolong Wang VGen 196 33 0 06 Oct 2021
Implicit and Explicit Attention for Zero-Shot Learning Faisal Alamri Anjan Dutta 186 8 0 02 Oct 2021
Modelling Neighbor Relation in Joint Space-Time Graph for Video Correspondence Learning Zixu Zhao Yueming Jin Pheng-Ann Heng SSL 153 22 0 28 Sep 2021
Multi-view Contrastive Self-Supervised Learning of Accounting Data Representations for Downstream Audit TasksInternational Conference on AI in Finance (ICAF), 2021 Marco Schreyer Timur Sattarov Damian Borth MLAU 174 17 0 23 Sep 2021
A Study of the Generalizability of Self-Supervised Representations Atharva Tendle Mohammad Rashedul Hasan 224 31 0 19 Sep 2021
Exploring Set Similarity for Dense Self-supervised Representation LearningComputer Vision and Pattern Recognition (CVPR), 2021 Zhaoqing Wang Qiang Li Guoxin Zhang Pengfei Wan Wen Zheng N. Wang Biwei Huang Tongliang Liu SSL 153 47 0 19 Jul 2021
Learning Task Informed AbstractionsInternational Conference on Machine Learning (ICML), 2021 Xiang Fu Ge Yang Pulkit Agrawal Tommi Jaakkola 212 74 0 29 Jun 2021
Long-Short Temporal Contrastive Learning of Video Transformers Jue Wang Gedas Bertasius Du Tran Lorenzo Torresani VLM ViT 239 55 0 17 Jun 2021
Self-Supervised Learning with Data Augmentations Provably Isolates Content from StyleNeural Information Processing Systems (NeurIPS), 2021 Julius von Kügelgen Yash Sharma Luigi Gresele Wieland Brendel Bernhard Schölkopf M. Besserve Francesco Locatello 275 350 0 08 Jun 2021
Contrastive Learning of Image Representations with Cross-Video Cycle-ConsistencyIEEE International Conference on Computer Vision (ICCV), 2021 Haiping Wu Xiaolong Wang SSL 120 32 0 13 May 2021
Moving SLAM: Fully Unsupervised Deep Learning in Non-Rigid ScenesIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2021 Dan Xu Andrea Vedaldi Joao F. Henriques 159 16 0 05 May 2021
Self-Improving Semantic Perception for Indoor LocalisationConference on Robot Learning (CoRL), 2021 Hermann Blum Francesco Milano René Zurbrugg Roland Siegward Cesar Cadena Abel Gawel 159 9 0 04 May 2021
A Large-Scale Study on Unsupervised Spatiotemporal Representation LearningComputer Vision and Pattern Recognition (CVPR), 2021 Christoph Feichtenhofer Haoqi Fan Bo Xiong Ross B. Girshick Kaiming He SSL AI4TS 241 283 0 29 Apr 2021
Hop-Count Based Self-Supervised Anomaly Detection on Attributed Networks Tianjin Huang Yulong Pei Vlado Menkovski Mykola Pechenizkiy 173 42 0 16 Apr 2021
Composable Augmentation Encoding for Video Representation LearningIEEE International Conference on Computer Vision (ICCV), 2021 Chen Sun Arsha Nagrani Yonglong Tian Cordelia Schmid SSL AI4TS 204 19 0 01 Apr 2021
Jigsaw Clustering for Unsupervised Visual Representation LearningComputer Vision and Pattern Recognition (CVPR), 2021 Pengguang Chen Shu Liu Jiaya Jia SSL VLM 240 69 0 01 Apr 2021
Rethinking Self-supervised Correspondence Learning: A Video Frame-level Similarity PerspectiveIEEE International Conference on Computer Vision (ICCV), 2021 Jiarui Xu Xiaolong Wang VOS 288 106 0 31 Mar 2021
Contrasting Contrastive Self-Supervised Representation Learning PipelinesIEEE International Conference on Computer Vision (ICCV), 2021 Klemen Kotar Gabriel Ilharco Ludwig Schmidt Kiana Ehsani Roozbeh Mottaghi SSL 272 48 0 25 Mar 2021
Uncertainty-Aware Self-Supervised Learning of Spatial Perception TasksIEEE Robotics and Automation Letters (RA-L), 2021 Mirko Nava Antonio Paolillo Jérôme Guzzi L. Gambardella Alessandro Giusti SSL 177 16 0 22 Mar 2021
Bootstrapped Self-Supervised Training with Monocular Video for Semantic Segmentation and Depth EstimationIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2021 Yihao Zhang J. Leonard SSL MDE 140 5 0 19 Mar 2021
Efficient Visual Pretraining with Contrastive DetectionIEEE International Conference on Computer Vision (ICCV), 2021 Olivier J. Hénaff Skanda Koppula Jean-Baptiste Alayrac Aaron van den Oord Oriol Vinyals João Carreira VLM SSL 142 178 0 19 Mar 2021
Perspectives and Prospects on Transformer Architecture for Cross-Modal Tasks with Language and VisionInternational Journal of Computer Vision (IJCV), 2021 Andrew Shin Masato Ishii T. Narihira 209 47 0 06 Mar 2021
DF-VO: What Should Be Learnt for Visual Odometry? Huangying Zhan C. Weerasekera Jiawang Bian Ravi Garg Ian Reid 120 53 0 01 Mar 2021
SLPC: a VRNN-based approach for stochastic lidar prediction and completion in autonomous drivingEuropean Signal Processing Conference (EUSIPCO), 2021 George Eskandar Alexander Braun M. Meinke Karim Armanious Bin Yang 3DV 115 4 0 19 Feb 2021
Self-Supervised Pretraining for RGB-D Salient Object DetectionAAAI Conference on Artificial Intelligence (AAAI), 2021 Xiaoqi Zhao Youwei Pang Lihe Zhang Huchuan Lu Xiang Ruan 121 73 0 29 Jan 2021
Self-Supervised Representation Learning from Flow EquivarianceIEEE International Conference on Computer Vision (ICCV), 2021 Yuwen Xiong Mengye Ren Wenyuan Zeng R. Urtasun SSL 208 30 0 16 Jan 2021
Self-Supervised Learning for Segmentation Abhinav Dhere J. Sivaswamy SSL 111 7 0 14 Jan 2021
Knowledge as Invariance -- History and Perspectives of Knowledge-augmented Machine Learning A. Sagel Amit Sahu Stefan Matthes H. Pfeifer Tianming Qiu Harald Ruess Hao Shen Julian Wormann 105 3 0 21 Dec 2020
Self-supervised Deep Learning for Reading Activity Classification M. Islam Shuji Sakamoto Yoshihiro Yamada Andrew W. Vargo M. Iwata Masakazu Iwamura K. Kise 176 2 0 07 Dec 2020
Towards Good Practices in Self-supervised Representation Learning Srikar Appalaraju Yi Zhu Yusheng Xie István Fehérvári SSL 125 21 0 01 Dec 2020
Move to See Better: Self-Improving Embodied Object Detection Zhaoyuan Fang Ayush Jain Gabriel H. Sarch Adam W. Harley Katerina Fragkiadaki ObjD 229 9 0 30 Nov 2020
Self-EMD: Self-Supervised Object Detection without ImageNet Songtao Liu Zeming Li Jian Sun SSL ObjD 398 97 0 27 Nov 2020
RidgeSfM: Structure from Motion via Robust Pairwise Matching Under Depth UncertaintyInternational Conference on 3D Vision (3DV), 2020 Benjamin Graham David Novotny 3DV 111 4 0 20 Nov 2020
AdCo: Adversarial Contrast for Efficient Learning of Unsupervised Representations from Self-Trained Negative AdversariesComputer Vision and Pattern Recognition (CVPR), 2020 Q. Hu Tianlin Li Wei Hu Guo-Jun Qi SSL 228 163 0 17 Nov 2020
Unsupervised Video Representation Learning by Bidirectional Feature PredictionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2020 Nadine Behrmann Juergen Gall M. Noroozi SSL MDE 126 31 0 11 Nov 2020