Online Deep Clustering for Unsupervised Representation Learning

18 June 2020

Xiaohang Zhan

Papers citing "Online Deep Clustering for Unsupervised Representation Learning"

50 / 108 papers shown

Title
Test-Time Visual In-Context Tuning Jiahao Xie A. Tonioni N. Rauschmayr F. Tombari Bernt Schiele OOD VLM 62 0 0 27 Mar 2025
SeqFusion: Sequential Fusion of Pre-Trained Models for Zero-Shot Time-Series Forecasting Ting Huang Xu-Yang Chen Han-Jia Ye AI4TS 45 1 0 04 Mar 2025
Enhancing Sample Utilization in Noise-Robust Deep Metric Learning With Subgroup-Based Positive-Pair Selection Zhipeng Yu Qianqian Xu Yangbangyan Jiang Yingfei Sun Qingming Huang NoLa 69 0 0 19 Jan 2025
Multi-Token Enhancing for Vision Representation Learning Zhong-Yu Li Yu-Song Hu Bo Yin Ming-Ming Cheng 66 1 0 24 Nov 2024
DMT-HI: MOE-based Hyperbolic Interpretable Deep Manifold Transformation for Unspervised Dimensionality Reduction Z. Zang Yuhao Wang J. Wu Hong Liu Yue Shen Stan Z. Li Zhen Lei 131 0 0 25 Oct 2024
EvolveDirector: Approaching Advanced Text-to-Image Generation with Large Vision-Language Models Rui Zhao Hangjie Yuan Yujie Wei Shiwei Zhang Yuchao Gu ... Xiang Wang Zhangjie Wu Junhao Zhang Yingya Zhang Mike Zheng Shou DiffM VLM 55 4 0 09 Oct 2024
CLIP-CID: Efficient CLIP Distillation via Cluster-Instance Discrimination Kaicheng Yang Tiancheng Gu Xiang An Haiqiang Jiang Xiangzi Dai Ziyong Feng Weidong Cai Jiankang Deng VLM 51 7 0 18 Aug 2024
Multi-label Cluster Discrimination for Visual Representation Learning Xiang An Kaicheng Yang Xiangzi Dai Ziyong Feng Jiankang Deng VLM 45 6 0 24 Jul 2024
Deep Online Probability Aggregation Clustering Yuxuan Yan Na Lu Ruofan Yan 34 1 0 07 Jul 2024
A Review on Discriminative Self-supervised Learning Methods in Computer Vision Nikolaos Giakoumoglou Tania Stathaki Athanasios Gkelias SSL 64 0 0 08 May 2024
Evaluating Deep Clustering Algorithms on Non-Categorical 3D CAD Models Siyuan Xiang Chin Tseng Congcong Wen Deshana Desai Yifeng Kou B. Starly Daniele Panozzo Chen Feng 3DPC 44 0 0 29 Apr 2024
Clustering for Protein Representation Learning Ruijie Quan Wenguan Wang Fan Ma Hehe Fan Yi Yang 29 5 0 30 Mar 2024
MLVICX: Multi-Level Variance-Covariance Exploration for Chest X-ray Self-Supervised Representation Learning Azad Singh Vandan Gorade Deepak Mishra SSL 32 2 0 18 Mar 2024
Clustering in Dynamic Environments: A Framework for Benchmark Dataset Generation With Heterogeneous Changes D. Yazdani Juergen Branke M. S. Khorshidi M. Omidvar Xiaodong Li Amir H. Gandomi Xin Yao 18 2 0 24 Feb 2024
FedGT: Federated Node Classification with Scalable Graph Transformer Zaixin Zhang Qingyong Hu Yang Yu Weibo Gao Qi Liu FedML 43 2 0 26 Jan 2024
Self-supervised Reflective Learning through Self-distillation and Online Clustering for Speaker Representation Learning Danwei Cai Zexin Cai Ming Li 25 0 0 03 Jan 2024
Contextually Affinitive Neighborhood Refinery for Deep Clustering Chunlin Yu Ye-ling Shi Jingya Wang 34 5 0 12 Dec 2023
Background Clustering Pre-training for Few-shot Segmentation Zhimiao Yu Tiancheng Lin Yi Xu VLM 21 0 0 06 Dec 2023
Enhancing Representations through Heterogeneous Self-Supervised Learning Zhongyu Li Bo-Wen Yin Yongxiang Liu Li Liu Ming-Ming Cheng SSL 28 2 0 08 Oct 2023
MosaicFusion: Diffusion Models as Data Augmenters for Large Vocabulary Instance Segmentation Jiahao Xie Wei Li Xiangtai Li Ziwei Liu Yew-Soon Ong Chen Change Loy DiffM VLM 69 35 0 22 Sep 2023
JEDI: Joint Expert Distillation in a Semi-Supervised Multi-Dataset Student-Teacher Scenario for Video Action Recognition L. Bicsi B. Alexe Radu Tudor Ionescu Marius Leordeanu 22 2 0 09 Aug 2023
Unsupervised Representation Learning for Time Series: A Review Qianwen Meng Hangwei Qian Yong Liu Yonghui Xu Zhiqi Shen Li-zhen Cui AI4TS 30 17 0 03 Aug 2023
LVM-Med: Learning Large-Scale Self-Supervised Vision Models for Medical Imaging via Second-order Graph Matching D. M. Nguyen Hoang Nguyen N. T. Diep Tan Ngoc Pham T. Cao ... Nhat Ho Shadi Albarqouni P. Xie Daniel Sonntag Mathias Niepert VLM MedIm 34 48 0 20 Jun 2023
A Gradient-based Approach for Online Robust Deep Neural Network Training with Noisy Labels Yifan Yang Alec Koppel Zheng-Wei Zhang NoLa 28 3 0 08 Jun 2023
Contrastive Representation Disentanglement for Clustering Fei Ding Dan Zhang Yin Yang V. Krovi Feng Luo SSL DRL 17 0 0 08 Jun 2023
Towards Total Online Unsupervised Anomaly Detection and Localization in Industrial Vision Han Gao Huiyuan Luo Fei Shen Zhengtao Zhang 21 6 0 25 May 2023
Know Your Self-supervised Learning: A Survey on Image-based Generative and Discriminative Training Utku Ozbulak Hyun Jung Lee Beril Boga Esla Timothy Anzaku Ho-min Park Arnout Van Messem W. D. Neve J. Vankerschaver DiffM 26 36 0 23 May 2023
A Clustering Framework for Unsupervised and Semi-supervised New Intent Discovery Hanlei Zhang Huanlin Xu Xin Wang Fei Long Kai Gao 35 11 0 16 Apr 2023
Unicom: Universal and Compact Representation Learning for Image Retrieval Xiang An Jiankang Deng Kaicheng Yang Jaiwei Li Ziyong Feng Jia Guo Jing Yang Tongliang Liu VLM SSL 37 26 0 12 Apr 2023
Hard Regularization to Prevent Deep Online Clustering Collapse without Data Augmentation Louis Mahon Thomas Lukasiewicz 28 5 0 29 Mar 2023
How to Use Dropout Correctly on Residual Networks with Batch Normalization Bum Jun Kim Hyeyeon Choi Hyeonah Jang Donggeon Lee Sang Woo Kim 22 7 0 13 Feb 2023
Generalized Video Anomaly Event Detection: Systematic Taxonomy and Comparison of Deep Models Yang Liu Dingkang Yang Yan Wang Jing Liu Jun Liu Azzedine Boukerche Peng Sun Liang Song 30 80 0 10 Feb 2023
Evaluating Self-Supervised Learning via Risk Decomposition Yann Dubois Tatsunori Hashimoto Percy Liang 14 9 0 06 Feb 2023
Beyond Instance Discrimination: Relation-aware Contrastive Self-supervised Learning Yifei Zhang Chang-rui Liu Yu Zhou Weiping Wang QiXiang Ye Xiangyang Ji SSL ISeg BDL 19 6 0 02 Nov 2022
Fine-grained Category Discovery under Coarse-grained supervision with Hierarchical Weighted Self-contrastive Learning Wenbin An Feng Tian Ping Chen Siliang Tang Qinghua Zheng Qianying Wang 33 17 0 14 Oct 2022
Visual Recognition with Deep Nearest Centroids Wenguan Wang Cheng Han Tianfei Zhou Dongfang Liu 54 91 0 15 Sep 2022
Measuring the Interpretability of Unsupervised Representations via Quantized Reverse Probing Iro Laina Yuki M. Asano Andrea Vedaldi SSL 21 8 0 07 Sep 2022
Siamese Prototypical Contrastive Learning Shentong Mo Zhun Sun Chao Li SSL 19 12 0 18 Aug 2022
Self-Supervised Contrastive Representation Learning for 3D Mesh Segmentation Ayaan Haque H. Moon Heng Hao Sima Didari J. Woo P. Bangert 3DPC SSL 21 2 0 08 Aug 2022
GIPSO: Geometrically Informed Propagation for Online Adaptation in 3D LiDAR Segmentation Cristiano Saltori E. Krivosheev Stéphane Lathuilière N. Sebe Fabio Galasso G. Fiameni Elisa Ricci Fabio Poiesi 3DPC 36 29 0 20 Jul 2022
Unsupervised Visual Representation Learning by Synchronous Momentum Grouping Bo Pang Yifan Zhang Yaoyi Li Jia Cai Cewu Lu SSL 25 27 0 13 Jul 2022
DLME: Deep Local-flatness Manifold Embedding Z. Zang Siyuan Li Di Wu Ge Wang Lei Shang Baigui Sun Haoyang Li Stan Z. Li 26 24 0 07 Jul 2022
Self-supervised Context-aware Style Representation for Expressive Speech Synthesis Yihan Wu Xi Wang S. Zhang Lei He Ruihua Song J. Nie 39 15 0 25 Jun 2022
A Simple Data Mixing Prior for Improving Self-Supervised Learning Sucheng Ren Huiyu Wang Zhengqi Gao Shengfeng He Alan Yuille Yuyin Zhou Cihang Xie 18 35 0 15 Jun 2022
SERE: Exploring Feature Self-relation for Self-supervised Transformer Zhong-Yu Li Shanghua Gao Ming-Ming Cheng ViT MDE 26 14 0 10 Jun 2022
Online Deep Clustering with Video Track Consistency Alessandra Alfani Federico Becattini Lorenzo Seidenari A. Bimbo 23 0 0 07 Jun 2022
Beyond Just Vision: A Review on Self-Supervised Representation Learning on Multimodal and Temporal Data Shohreh Deldari Hao Xue Aaqib Saeed Jiayuan He Daniel V. Smith Flora D. Salim AI4TS 30 37 0 06 Jun 2022
Orchestra: Unsupervised Federated Learning via Globally Consistent Clustering Ekdeep Singh Lubana Chi Ian Tang F. Kawsar Robert P. Dick Akhil Mathur FedML 32 52 0 23 May 2022
HiURE: Hierarchical Exemplar Contrastive Learning for Unsupervised Relation Extraction Xuming Hu Shuliang Liu Chenwei Zhang Shuang Li Lijie Wen Philip S. Yu SSL 41 39 0 04 May 2022
Unsupervised Voice-Face Representation Learning by Cross-Modal Prototype Contrast Boqing Zhu Kele Xu Changjian Wang Zheng Qin Tao Sun Huaimin Wang Yuxing Peng SSL 34 17 0 28 Apr 2022