PiCIE: Unsupervised Semantic Segmentation using Invariance and Equivariance in Clustering

30 March 2021

Papers citing "PiCIE: Unsupervised Semantic Segmentation using Invariance and Equivariance in Clustering"

20 / 20 papers shown

Title
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
iSeg: An Iterative Refinement-based Framework for Training-free Segmentation Lin Sun Jiale Cao J. Xie F. Khan Yanwei Pang DiffM 30 1 0 05 Sep 2024
Joint-Embedding Predictive Architecture for Self-Supervised Learning of Mask Classification Architecture Donghee Kim Sungduk Cho Hyeonwoo Cho Chanmin Park Jinyoung Kim Won Hwa Kim 33 0 0 15 Jul 2024
A Simple Latent Diffusion Approach for Panoptic Segmentation and Mask Inpainting Wouter Van Gansbeke Bert De Brabandere DiffM 16 11 0 18 Jan 2024
A Lightweight Clustering Framework for Unsupervised Semantic Segmentation Yau Shing Jonathan Cheung Xi Chen Lihe Yang Hengshuang Zhao 12 1 0 30 Nov 2023
Optical Flow boosts Unsupervised Localization and Segmentation Xinyu Zhang Abdeslam Boularias 18 5 0 25 Jul 2023
VDD: Varied Drone Dataset for Semantic Segmentation Wenxiao Cai Ke Jin Jinyan Hou Cong Guo Letian Wu Wankou Yang 25 9 0 23 May 2023
SPColor: Semantic Prior Guided Exemplar-based Image Colorization Si-Yu Chen Xueming Li Xianlin Zhang Mingdao Wang Yu Zhang Yue Zhang 8 2 0 13 Apr 2023
Removing supervision in semantic segmentation with local-global matching and area balancing Simone Rossetti Nico Sama F. Pirri VLM 22 0 0 30 Mar 2023
CrOC: Cross-View Online Clustering for Dense Visual Representation Learning Thomas Stegmüller Tim Lebailly Behzad Bozorgtabar Tinne Tuytelaars Jean-Philippe Thiran 18 15 0 23 Mar 2023
Unsupervised 4D LiDAR Moving Object Segmentation in Stationary Settings with Multivariate Occupancy Time Series T. Kreutz M. Mühlhäuser Alejandro Sánchez Guinea 39 13 0 30 Dec 2022
Copy-Pasting Coherent Depth Regions Improves Contrastive Learning for Urban-Scene Segmentation Liang Zeng A. Lengyel Nergis Tomen J. C. V. Gemert AI4TS 19 0 0 25 Nov 2022
Peekaboo: Text to Image Diffusion Models are Zero-Shot Segmentors R. Burgert Kanchana Ranasinghe Xiang Li Michael S. Ryoo DiffM VLM 19 37 0 23 Nov 2022
Refine and Represent: Region-to-Object Representation Learning Akash Gokul Konstantinos Kallidromitis Shufang Li Yu Kato Kazuki Kozuka Trevor Darrell Colorado Reed SSeg 27 5 0 25 Aug 2022
Discovering Object Masks with Transformers for Unsupervised Semantic Segmentation Wouter Van Gansbeke Simon Vandenhende Luc Van Gool 28 54 0 13 Jun 2022
Semi-supervised Semantic Segmentation with Error Localization Network Donghyeon Kwon Suha Kwak 25 91 0 05 Apr 2022
CYBORGS: Contrastively Bootstrapping Object Representations by Grounding in Segmentation Renhao Wang Hang Zhao Yang Gao SSL 14 1 0 17 Mar 2022
Object discovery and representation networks Olivier J. Hénaff Skanda Koppula Evan Shelhamer Daniel Zoran Andrew Jaegle Andrew Zisserman João Carreira Relja Arandjelović 18 87 0 16 Mar 2022
Fully Self-Supervised Learning for Semantic Segmentation Yuan Wang Wei Zhuo Yucong Li Zhi Wang Qi Ju Wenwu Zhu SSL 17 13 0 24 Feb 2022
Large-scale Unsupervised Semantic Segmentation Shangqi Gao Zhong-Yu Li Ming-Hsuan Yang Mingg-Ming Cheng Junwei Han Philip H. S. Torr UQCV 25 84 0 06 Jun 2021