v1v2v3 (latest)

Joint Unsupervised Learning of Deep Representations and Image Clusters

13 April 2016

Jianwei Yang

Devi Parikh

Dhruv Batra

SSL

ArXiv (abs)PDF HTML

Papers citing "Joint Unsupervised Learning of Deep Representations and Image Clusters"

50 / 357 papers shown

Title
Interpretable Text-Guided Image Clustering via Iterative Search Bingchen Zhao Oisin Mac Aodha 23 0 0 14 Jun 2025
Infinite hierarchical contrastive clustering for personal digital envirotyping Ya-Yun Huang Joseph McClernon Jason A. Oliver Matthew M. Engelhard 34 0 0 21 May 2025
Cost-Effective Text Clustering with Large Language Models Hongtao Wang Taiyan Zhang Renchi Yang Jianliang Xu 83 0 0 22 Apr 2025
Flexibility of German gas-fired generation: evidence from clustering empirical operation Chiara Fusar Bassini Alice Lixuan Xu Jorge Sanchez Canales Lion Hirth Lynn H. Kaack 24 0 0 14 Apr 2025
Evolutionary algorithms meet self-supervised learning: a comprehensive survey Adriano Vinhas João Correia Penousal Machado SSL SyDa 125 0 0 09 Apr 2025
Enhancing Adversarial Robustness of Vision-Language Models through Low-Rank Adaptation Yuheng Ji Yue Liu Zhicheng Zhang Zhao Zhang Yuting Zhao Gang Zhou Xingwei Zhang Xinwang Liu Xiaolong Zheng VLM 176 4 0 21 Feb 2025
Keep It Light! Simplifying Image Clustering Via Text-Free Adapters Yicen Li Haitz Sáez de Ocáriz Borde Anastasis Kratsios Paul D. McNicholas VLM 148 0 0 06 Feb 2025
Text Clustering as Classification with LLMs Chen Huang Guoxiu He 102 4 0 03 Jan 2025
Deep Spectral Clustering via Joint Spectral Embedding and Kmeans Wengang Guo Wei Ye 102 0 0 15 Dec 2024
An Approach Towards Learning K-means-friendly Deep Latent Representation Debapriya Roy DRL 100 1 0 29 Nov 2024
PP-SSL : Priority-Perception Self-Supervised Learning for Fine-Grained Recognition ShuaiHeng Li Qing Cai Fan Zhang Hao Fei Yangyang Shu Ziqiang Liu Haoyang Li Lingqiao Liu 122 0 0 28 Nov 2024
Words Matter: Leveraging Individual Text Embeddings for Code Generation in CLIP Test-Time Adaptation Shambhavi Mishra Julio Silva-Rodrıguez Ismail ben Ayed M. Pedersoli Jose Dolz VLM 141 1 0 26 Nov 2024
Multi-Token Enhancing for Vision Representation Learning Zhong-Yu Li Yu-Song Hu Bo Yin Ming-Ming Cheng 153 1 0 24 Nov 2024
Self-supervised cross-modality learning for uncertainty-aware object detection and recognition in applications which lack pre-labelled training data Irum Mehboob Li Sun Alireza Astegarpanah Rustam Stolkin UQCV 73 0 0 05 Nov 2024
Unsupervised Object Discovery: A Comprehensive Survey and Unified Taxonomy José-Fabian Villa-Vásquez M. Pedersoli 137 1 0 30 Oct 2024
Pseudo-label Refinement for Improving Self-Supervised Learning Systems Zia-ur-Rehman Arif Mahmood Wenxiong Kang 74 1 0 18 Oct 2024
Exploring Semantic Clustering in Deep Reinforcement Learning for Video Games Liang Zhang Justin Lieffers A. Pyarelal 98 0 0 25 Sep 2024
Dual-Level Cross-Modal Contrastive Clustering Haixin Zhang Yongjun Li Dong Huang VLM 123 0 0 06 Sep 2024
Distance-Forward Learning: Enhancing the Forward-Forward Algorithm Towards High-Performance On-Chip Learning Yujie Wu Siyuan Xu Jibin Wu Lei Deng Mingkun Xu Qinghao Wen Guoqi Li FedML 85 3 0 27 Aug 2024
Deep Clustering via Distribution Learning Guanfang Dong Zijie Tan Chenqiu Zhao Anup Basu OOD 93 0 0 06 Aug 2024
Image Clustering Algorithm Based on Self-Supervised Pretrained Models and Latent Feature Distribution Optimization Qiuyu Zhu Liheng Hu Sijin Wang SSL VLM 44 1 0 04 Aug 2024
VideoClusterNet: Self-Supervised and Adaptive Clustering For Videos Devesh Walawalkar Pablo Garrido CVBM 84 0 0 16 Jul 2024
A Survey on Deep Clustering: From the Prior Perspective Yiding Lu Haobin Li Yunfan Li Yijie Lin Xi Peng 90 7 0 28 Jun 2024
TACCO: Task-guided Co-clustering of Clinical Concepts and Patient Visits for Disease Subtyping based on EHR Data Ziyang Zhang Hejie Cui Ran Xu Yuzhang Xie Joyce C. Ho Carl Yang CML 83 2 0 14 Jun 2024
Forward-Backward Knowledge Distillation for Continual Clustering M. Sadeghi Zihan Wang Narges Armanfard CLL 54 0 0 29 May 2024
An Experimental Study on Exploring Strong Lightweight Vision Transformers via Masked Image Modeling Pre-Training Jin Gao Shubo Lin Shaoru Wang Yutong Kou Zeming Li Liang Li Congxuan Zhang Xiaoqin Zhang Yizheng Wang Weiming Hu 104 1 0 18 Apr 2024
GCC: Generative Calibration Clustering Haifeng Xia Hai Huang Zhengming Ding 46 0 0 14 Apr 2024
Performance Evaluation of Semi-supervised Learning Frameworks for Multi-Class Weed Detection Jiajia Li Dong Chen Xunyuan Yin Zhao Li 68 11 0 06 Mar 2024
ExGRG: Explicitly-Generated Relation Graph for Self-Supervised Representation Learning Mahdi Naseri Mahdi Biparva SSL 65 0 0 09 Feb 2024
Deep Clustering Using the Soft Silhouette Score: Towards Compact and Well-Separated Clusters Georgios Vardakas Ioannis Papakostas A. Likas 111 8 0 01 Feb 2024
Datacube segmentation via Deep Spectral Clustering A. Bombini Fernando García-Avello Bofías Caterina Bracci Michele Ginolfi Chiara Ruberto 163 1 0 31 Jan 2024
Deep Embedding Clustering Driven by Sample Stability Zhanwen Cheng Feijiang Li Jieting Wang Yuhua Qian 51 0 0 29 Jan 2024
Deep Clustering with Diffused Sampling and Hardness-aware Self-distillation Hai-Xin Zhang Dong Huang 117 0 0 25 Jan 2024
Multi-level Cross-modal Alignment for Image Clustering Liping Qiu Qin Zhang Xiaojun Chen Shao-Qian Cai 36 1 0 22 Jan 2024
End-to-end Learnable Clustering for Intent Learning in Recommendation Yue Liu Shihao Zhu Jun Xia Yingwei Ma Jian Ma Wenliang Zhong Xinwang Liu Guannan Zhang Kejun Zhang 112 11 0 11 Jan 2024
Revisiting Foreground and Background Separation in Weakly-supervised Temporal Action Localization: A Clustering-based Approach Qinying Liu Zilei Wang Shenghai Rong Junjie Li Y. Zhang 142 13 0 21 Dec 2023
Big Learning Expectation Maximization Yulai Cong Sijia Li 63 2 0 19 Dec 2023
Guarding Barlow Twins Against Overfitting with Mixed Samples W. G. C. Bandara C. D. Melo Vishal M. Patel SSL 98 11 0 04 Dec 2023
ConstraintMatch for Semi-constrained Clustering Jann Goschenhofer Bernd Bischl Z. Kira 49 1 0 26 Nov 2023
The Pursuit of Human Labeling: A New Perspective on Unsupervised Learning Artyom Gadetsky Maria Brbić 69 7 0 06 Nov 2023
Probabilistic Sampling of Balanced K-Means using Adiabatic Quantum Computing Jan-Nico Zaech Martin Danelljan Tolga Birdal Luc Van Gool 51 1 0 18 Oct 2023
Image Clustering with External Guidance Yunfan Li Peng Hu Dezhong Peng Jiancheng Lv Jianping Fan Xi Peng 85 14 0 18 Oct 2023
Towards End-to-End Unsupervised Saliency Detection with Self-Supervised Top-Down Context Yicheng Song Shuyong Gao Haozhe Xing Yiting Cheng Yan Wang Wenqiang Zhang 47 1 0 14 Oct 2023
Enhancing Representations through Heterogeneous Self-Supervised Learning Zhongyu Li Bo-Wen Yin Yongxiang Liu Li Liu Ming-Ming Cheng SSL 44 2 0 08 Oct 2023
Transferable Deep Clustering Model Zhengwu Zhang Liang Zhao 90 0 0 07 Oct 2023
Self-Supervised Open-Ended Classification with Small Visual Language Models Mohammad Mahdi Derakhshani Ivona Najdenkoska Cees G. M. Snoek M. Worring Yuki M. Asano VLM 122 0 0 30 Sep 2023
Unsupervised Landmark Discovery Using Consistency Guided Bottleneck Mamona Awan M. H. Khan Sanoojan Baliah Muhammad Ahmad Waseem Salman Khan Fahad Shahbaz Khan Arif Mahmood 61 2 0 19 Sep 2023
Generalised Mutual Information: a Framework for Discriminative Clustering Louis Ohl Pierre-Alexandre Mattei C. Bouveyron Warith Harchaoui Mickael Leclercq Arnaud Droit F. Precioso 28 3 0 06 Sep 2023
Clustering based Point Cloud Representation Learning for 3D Analysis Tuo Feng Wenguan Wang Xiaohan Wang Yi Yang Qinghua Zheng 3DPC 83 32 0 27 Jul 2023
Subclass-balancing Contrastive Learning for Long-tailed Recognition Chengkai Hou Jieyu Zhang Hong Wang Dinesh Manocha 78 24 0 28 Jun 2023