CrOC: Cross-View Online Clustering for Dense Visual Representation
Learning

CrOC: Cross-View Online Clustering for Dense Visual Representation Learning

23 March 2023

Thomas Stegmüller

Behzad Bozorgtabar

Tinne Tuytelaars

Jean-Philippe Thiran

Papers citing "CrOC: Cross-View Online Clustering for Dense Visual Representation Learning"

16 / 16 papers shown

Title
Object-Centric Pretraining via Target Encoder Bootstrapping Nikola Đukić Tim Lebailly Tinne Tuytelaars OCL 63 0 0 19 Mar 2025
CleverDistiller: Simple and Spatially Consistent Cross-modal Distillation Hariprasath Govindarajan Maciej K. Wozniak Marvin Klingner Camille Maurice B. R. Kiran S. Yogamani 53 0 0 12 Mar 2025
S3PT: Scene Semantics and Structure Guided Clustering to Boost Self-Supervised Pre-Training for Autonomous Driving Maciej K. Wozniak Hariprasath Govindarajan Marvin Klingner Camille Maurice B Ravi Kiran S. Yogamani 3DPC 45 1 0 30 Oct 2024
Unsqueeze [CLS] Bottleneck to Learn Rich Representations Qing Su Shihao Ji 21 0 0 24 Jul 2024
Efficient Unsupervised Visual Representation Learning with Explicit Cluster Balancing Ioannis Maniadis Metaxas Georgios Tzimiropoulos Ioannis Patras SSL 19 0 0 15 Jul 2024
A Simple Framework for Open-Vocabulary Zero-Shot Segmentation Thomas Stegmüller Tim Lebailly Nikola Dukic Behzad Bozorgtabar Tinne Tuytelaars Jean-Philippe Thiran VLM 25 1 0 23 Jun 2024
Dynamic in Static: Hybrid Visual Correspondence for Self-Supervised Video Object Segmentation Gensheng Pei Yazhou Yao Jianbo Jiao Wenguan Wang Liqiang Nie Jinhui Tang VOS 19 1 0 21 Apr 2024
VideoMAC: Video Masked Autoencoders Meet ConvNets Gensheng Pei Tao Chen XiRuo Jiang Huafeng Liu Zeren Sun Yazhou Yao VGen 21 9 0 29 Feb 2024
ActiveDC: Distribution Calibration for Active Finetuning Wenshuai Xu Zhenhui Hu Yu Lu Jinzhou Meng Qingjie Liu Yunhong Wang 6 0 0 13 Nov 2023
CrIBo: Self-Supervised Learning via Cross-Image Object-Level Bootstrapping Tim Lebailly Thomas Stegmüller Behzad Bozorgtabar Jean-Philippe Thiran Tinne Tuytelaars SSL 32 6 0 11 Oct 2023
Time Does Tell: Self-Supervised Time-Tuning of Dense Image Representations Mohammadreza Salehi E. Gavves Cees G. M. Snoek Yuki M. Asano VOS 24 19 0 22 Aug 2023
Adaptive Similarity Bootstrapping for Self-Distillation based Representation Learning Tim Lebailly Thomas Stegmüller Behzad Bozorgtabar Jean-Philippe Thiran Tinne Tuytelaars SSL 6 2 0 23 Mar 2023
Self-Supervised Visual Representation Learning with Semantic Grouping Xin Wen Bingchen Zhao Anlin Zheng X. Zhang Xiaojuan Qi SSL 101 71 0 30 May 2022
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 258 7,337 0 11 Nov 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 283 5,723 0 29 Apr 2021
Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals Wouter Van Gansbeke Simon Vandenhende Stamatios Georgoulis Luc Van Gool SSL 183 247 0 11 Feb 2021