Steering Self-Supervised Feature Learning Beyond Local Pixel Statistics

Computer Vision and Pattern Recognition (CVPR), 2020

5 April 2020

Papers citing "Steering Self-Supervised Feature Learning Beyond Local Pixel Statistics"

22 / 22 papers shown

Title
REALIGN: Regularized Procedure Alignment with Matching Video Embeddings via Partial Gromov-Wasserstein Optimal Transport Soumyadeep Chandra Kaushik Roy 85 0 0 29 Sep 2025
Procedure Learning via Regularized Gromov-Wasserstein Optimal Transport Syed Ahmed Mahmood Ali Shah Ali Umer Ahmed Fawad Javed Fateh M. Zia Quoc-Huy Tran 155 2 0 21 Jul 2025
Joint Self-Supervised Video Alignment and Action Segmentation Ali Shah Ali Syed Ahmed Mahmood Mubin Saeed Andrey Konin M. Zia Quoc-Huy Tran OT 346 3 0 21 Mar 2025
ScaleNet: An Unsupervised Representation Learning Method for Limited InformationGerman Conference on Pattern Recognition (GCPR), 2023 Huili Huang M. M. Roozbahani SSL 258 787 0 03 Oct 2023
Audio-Visual Contrastive Learning with Temporal Self-SupervisionAAAI Conference on Artificial Intelligence (AAAI), 2023 Simon Jenni Alexander Black John Collomosse SSL 178 24 0 15 Feb 2023
Semantic Novelty Detection via Relational ReasoningEuropean Conference on Computer Vision (ECCV), 2022 Francesco Cappio Borlino S. Bucci Tatiana Tommasi 178 4 0 18 Jul 2022
Video-ReTime: Learning Temporally Varying Speediness for Time Remapping Simon Jenni Markus Woodson Fabian Caba Heilbron 118 1 0 11 May 2022
Context-Aware Sequence Alignment using 4D Skeletal AugmentationComputer Vision and Pattern Recognition (CVPR), 2022 Taein Kwon Bugra Tekin Siyu Tang Marc Pollefeys 212 16 0 26 Apr 2022
Deep learning based domain adaptation for mitochondria segmentation on EM volumes Daniel Franco-Barranco Julio Pastor-Tronch Aitor González-Marfil A. Muñoz-Barrutia Ignacio Arganda-Carreras 171 19 0 22 Feb 2022
Time-Equivariant Contrastive Video Representation Learning Simon Jenni Hailin Jin SSL AI4TS 306 61 0 07 Dec 2021
Learning-based Fast Path Planning in Complex Environments Jianbang Liu Baopu Li Tingguang Li Wenzheng Chi Jiankun Wang Max Meng 144 4 0 19 Oct 2021
Exploring Data Aggregation and Transformations to Generalize across Visual Domains Antono DÍnnocente OOD 134 0 0 20 Aug 2021
Concurrent Discrimination and Alignment for Self-Supervised Feature Learning Anjan Dutta Goran Frehse Zeynep Akata SSL 110 0 0 19 Aug 2021
Distance-based Hyperspherical Classification for Multi-source Open-Set Domain Adaptation S. Bucci Francesco Cappio Borlino Barbara Caputo Tatiana Tommasi VLM 174 20 0 05 Jul 2021
Achieving Domain Robustness in Stereo Matching Networks by Removing Shortcut Learning Weiqin Chuah Ruwan Tennakoon A. Bab-Hadiashar David Suter OOD 198 0 0 15 Jun 2021
CutPaste: Self-Supervised Learning for Anomaly Detection and LocalizationComputer Vision and Pattern Recognition (CVPR), 2021 Chun-Liang Li Kihyuk Sohn Chang Jo Kim Tomas Pfister SSL UQCV 214 1,000 0 08 Apr 2021
Transferable Visual Words: Exploiting the Semantics of Anatomical Patterns for Self-supervised LearningIEEE Transactions on Medical Imaging (IEEE TMI), 2021 F. Haghighi M. Taher Zongwei Zhou Michael B. Gotway Jianming Liang MedIm 176 123 0 21 Feb 2021
Self-Supervised Features Improve Open-World Learning A. Dhamija T. Ahmad Jonathan Schwan Mohsen Jafarzadeh Chunchun Li Terrance E. Boult SSL 133 14 0 15 Feb 2021
Aggregative Self-Supervised Feature Learning from a Limited Sample Jiuwen Zhu Yuexiang Li S. Kevin Zhou SSL 252 0 0 14 Dec 2020
Enhancing Unsupervised Video Representation Learning by Decoupling the Scene and the MotionAAAI Conference on Artificial Intelligence (AAAI), 2020 Jinpeng Wang Yuting Gao Ke Li Jianguo Hu Xinyang Jiang Xiao-Wei Guo Rongrong Ji Xing Sun 274 70 0 12 Sep 2020
Self-Supervised Learning Across DomainsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 S. Bucci A. DÍnnocente Yujun Liao Fabio Maria Carlucci Barbara Caputo Tatiana Tommasi SSL 176 90 0 24 Jul 2020
Video Representation Learning by Recognizing Temporal Transformations Simon Jenni Givi Meishvili Paolo Favaro 377 142 0 21 Jul 2020