Self-supervised Learning with Local Contrastive Loss for Detection and Semantic Segmentation

10 July 2022

Papers citing "Self-supervised Learning with Local Contrastive Loss for Detection and Semantic Segmentation"

9 / 9 papers shown

Title
Self-Supervised Learning for Real-World Object Detection: a Survey Alina Ciocarlan Sidonie Lefebvre S. L. Hégarat-Mascle Arnaud Woiselle ObjD 21 0 0 09 Oct 2024
Multi-Grained Contrast for Data-Efficient Unsupervised Representation Learning Chengchao Shen Jianzhong Chen Jianxin Wang SSL 20 0 0 02 Jul 2024
PARMESAN: Parameter-Free Memory Search and Transduction for Dense Prediction Tasks Philip Matthias Winter M. Wimmer David Major Dimitrios Lenis Astrid Berg Theresa Neubauer Gaia Romana De Paolis Johannes Novotny Sophia Ulonska Katja Bühler 34 0 0 18 Mar 2024
Aligned Unsupervised Pretraining of Object Detectors with Self-training Ioannis Maniadis Metaxas Adrian Bulat Ioannis Patras Brais Martínez Georgios Tzimiropoulos 22 0 0 28 Jul 2023
FLSL: Feature-level Self-supervised Learning Qing Su Anton Netchaev Hai Helen Li Shihao Ji 19 4 0 09 Jun 2023
Label-Efficient Object Detection via Region Proposal Network Pre-Training Nanqing Dong Linus Ericsson Yongxin Yang A. Leonardis Steven G. McDonagh ObjD 34 5 0 16 Nov 2022
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 292 5,761 0 29 Apr 2021
Instance Localization for Self-supervised Detection Pretraining Ceyuan Yang Zhirong Wu Bolei Zhou Stephen Lin ViT SSL 95 145 0 16 Feb 2021
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 238 3,359 0 09 Mar 2020