Clustering-friendly Representation Learning via Instance Discrimination and Feature Decorrelation

31 May 2021

Papers citing "Clustering-friendly Representation Learning via Instance Discrimination and Feature Decorrelation"

19 / 19 papers shown

Title
Cost-Effective Text Clustering with Large Language Models Hongtao Wang Taiyan Zhang Renchi Yang Jianliang Xu 38 0 0 22 Apr 2025
Keep It Light! Simplifying Image Clustering Via Text-Free Adapters Yicen Li Haitz Sáez de Ocáriz Borde Anastasis Kratsios Paul D. McNicholas VLM 98 0 0 06 Feb 2025
Text Clustering as Classification with LLMs Chen Huang Guoxiu He 44 2 0 03 Jan 2025
Open-Set Object Detection By Aligning Known Class Representations Hiran Sarkar Vishal M. Chudasama N. Onoe Pankaj Wasnik Vineeth N. Balasubramanian ObjD 58 5 0 31 Dec 2024
Forget Vectors at Play: Universal Input Perturbations Driving Machine Unlearning in Image Classification Changchang Sun Ren Wang Yihua Zhang Jinghan Jia Jiancheng Liu Gaowen Liu Sijia Liu Yan Yan AAML MU 100 0 0 21 Dec 2024
Image Clustering Algorithm Based on Self-Supervised Pretrained Models and Latent Feature Distribution Optimization Qiuyu Zhu Liheng Hu Sijin Wang SSL VLM 34 1 0 04 Aug 2024
Deep Online Probability Aggregation Clustering Yuxuan Yan Na Lu Ruofan Yan 42 1 0 07 Jul 2024
Towards Efficient and Effective Deep Clustering with Dynamic Grouping and Prototype Aggregation Hai-Xin Zhang Dong Huang 18 0 0 24 Jan 2024
Grid Jigsaw Representation with CLIP: A New Perspective on Image Clustering Zijie Song Zhenzhen Hu Richang Hong SSL 51 0 0 27 Oct 2023
VNE: An Effective Method for Improving Deep Representation by Manipulating Eigenvalue Distribution Jaeill Kim Suhyun Kang Duhun Hwang Jungwook Shin Wonjong Rhee DRL 15 21 0 04 Apr 2023
DivClust: Controlling Diversity in Deep Clustering Ioannis Maniadis Metaxas Georgios Tzimiropoulos Ioannis Patras 29 17 0 03 Apr 2023
Oracle-guided Contrastive Clustering Mengdie Wang Liyuan Shang Suyun Zhao Yiming Wang Hong Chen Cuiping Li Xizhao Wang 29 0 0 01 Nov 2022
Adversarial Contrastive Learning via Asymmetric InfoNCE Qiying Yu Jieming Lou Xianyuan Zhan Qizhang Li W. Zuo Yang Liu Jingjing Liu AAML 41 23 0 18 Jul 2022
Paying More Attention to Self-attention: Improving Pre-trained Language Models via Attention Guiding Shanshan Wang Zhumin Chen Zhaochun Ren Huasheng Liang Qiang Yan Pengjie Ren 33 9 0 06 Apr 2022
Rethinking Semantic Segmentation: A Prototype View Tianfei Zhou Wenguan Wang E. Konukoglu Luc Van Gool SSeg 34 260 0 28 Mar 2022
Learning Weakly-Supervised Contrastive Representations Yao-Hung Hubert Tsai Tianqi Li Weixin Liu Pei-Kai Liao Ruslan Salakhutdinov Louis-Philippe Morency SSL 22 9 0 14 Feb 2022
Learning Representation for Clustering via Prototype Scattering and Positive Sampling Zhizhong Huang Jie Chen Junping Zhang Hongming Shan 36 88 0 23 Nov 2021
Representation Learning for Clustering via Building Consensus A. Deshmukh Jayanth Reddy Regatti Eren Manavoglu Ürün Dogan SSL 24 9 0 04 May 2021
SPICE: Semantic Pseudo-labeling for Image Clustering Chuang Niu Hongming Shan Ge Wang VLM 33 145 0 17 Mar 2021