Invariant Information Clustering for Unsupervised Image Classification and Segmentation

17 July 2018

Xu Ji

João F. Henriques

Andrea Vedaldi

SSL

VLM

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Papers citing "Invariant Information Clustering for Unsupervised Image Classification and Segmentation"

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Title
A Tutorial on Discriminative Clustering and Mutual Information Louis Ohl Pierre-Alexandre Mattei F. Precioso 32 0 0 07 May 2025
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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
Hierarchical Consensus Network for Multiview Feature Learning Chengwei Xia Chaoxi Niu Kun Zhan 65 0 0 04 Feb 2025
AnomalyNCD: Towards Novel Anomaly Class Discovery in Industrial Scenarios Ziming Huang Xurui Li Haotian Liu Feng Xue Yuzhe Wang Yu Zhou 37 0 0 18 Oct 2024
Generalizable Prompt Tuning for Vision-Language Models Qian Zhang VLM VPVLM 55 0 0 04 Oct 2024
iSeg: An Iterative Refinement-based Framework for Training-free Segmentation Lin Sun Jiale Cao J. Xie Fahad Shahbaz Khan Yanwei Pang DiffM 43 1 0 05 Sep 2024
Historical Printed Ornaments: Dataset and Tasks Sayan Kumar Chaki Z. S. Baltaci Elliot Vincent Remi Emonet Fabienne Vial-Bonacci Christelle Bahier-Porte Mathieu Aubry Thierry Fournel 47 0 0 16 Aug 2024
ReCLIP++: Learn to Rectify the Bias of CLIP for Unsupervised Semantic Segmentation Jingyun Wang Guoliang Kang VLM SSL 47 7 0 13 Aug 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 52 0 0 15 Jul 2024
Proxy Denoising for Source-Free Domain Adaptation Song Tang Wenxin Su Mao Ye Jianwei Zhang Xiatian Zhu Xiatian Zhu 70 1 0 03 Jun 2024
DeNVeR: Deformable Neural Vessel Representations for Unsupervised Video Vessel Segmentation Chun-Hung Wu Shih-Hong Chen Chih-Yao Hu Hsin-Yu Wu Kai-Hsin Chen Yu-You Chen Chih-Hai Su Chih-Kuo Lee Yu-Lun Liu 59 2 0 03 Jun 2024
Edge-guided and Class-balanced Active Learning for Semantic Segmentation of Aerial Images Lianlei Shan Weiqiang Wang Ke Lv Bin Luo VLM 25 1 0 28 May 2024
DynaSeg: A Deep Dynamic Fusion Method for Unsupervised Image Segmentation Incorporating Feature Similarity and Spatial Continuity Boujemaa Guermazi Naimul Khan 30 2 0 09 May 2024
Self-Supervised Representation Learning for Nerve Fiber Distribution Patterns in 3D-PLI Alexander Oberstrass Sascha E. A. Muenzing Meiqi Niu N. Palomero-Gallagher Christian Schiffer M. Axer Katrin Amunts Timo Dickscheid 27 4 0 30 Jan 2024
A Lightweight Clustering Framework for Unsupervised Semantic Segmentation Yau Shing Jonathan Cheung Xi Chen Lihe Yang Hengshuang Zhao 29 1 0 30 Nov 2023
No Representation Rules Them All in Category Discovery S. Vaze Andrea Vedaldi Andrew Zisserman OOD 37 31 0 28 Nov 2023
Source-Free Domain Adaptation with Frozen Multimodal Foundation Model Song Tang Wenxin Su Mao Ye Xiatian Zhu VLM 33 21 0 27 Nov 2023
Stable Cluster Discrimination for Deep Clustering Qi Qian OOD 33 21 0 24 Nov 2023
U3DS $^3$ : Unsupervised 3D Semantic Scene Segmentation Jiaxu Liu Zhengdi Yu T. Breckon Hubert P. H. Shum 3DPC 16 7 0 10 Nov 2023
Contrastive Multi-Level Graph Neural Networks for Session-based Recommendation F. Wang Xingyu Gao Zhenyu Chen Lei Lyu 21 12 0 06 Nov 2023
Towards Generalized Multi-stage Clustering: Multi-view Self-distillation Jiatai Wang Zhiwei Xu Xin Wang Tao Li 24 1 0 29 Oct 2023
Image Clustering Conditioned on Text Criteria Sehyun Kwon Jaeseung Park Minkyu Kim Jaewoong Cho Ernest K. Ryu Kangwook Lee VLM 42 11 0 27 Oct 2023
SmooSeg: Smoothness Prior for Unsupervised Semantic Segmentation Mengcheng Lan Xinjiang Wang Yiping Ke Jiaxing Xu Xue Jiang Wayne Zhang 43 11 0 27 Oct 2023
Grid Jigsaw Representation with CLIP: A New Perspective on Image Clustering Zijie Song Zhenzhen Hu Richang Hong SSL 46 0 0 27 Oct 2023
FUSC: Fetal Ultrasound Semantic Clustering of Second Trimester Scans Using Deep Self-supervised Learning Hussain Alasmawi Leanne Bricker Mohammad Yaqub 24 2 0 19 Oct 2023
Causal Unsupervised Semantic Segmentation Junho Kim Byung-Kwan Lee Yonghyun Ro 33 18 0 11 Oct 2023
Voting Network for Contour Levee Farmland Segmentation and Classification Abolfazl Meyarian Xiaohui Yuan 24 0 0 28 Sep 2023
WSAM: Visual Explanations from Style Augmentation as Adversarial Attacker and Their Influence in Image Classification Felipe Moreno-Vera E. Medina Jorge Poco 27 2 0 29 Aug 2023
Optical Flow boosts Unsupervised Localization and Segmentation Xinyu Zhang Abdeslam Boularias 36 5 0 25 Jul 2023
UniFormaly: Towards Task-Agnostic Unified Framework for Visual Anomaly Detection Yujin Lee Harin Lim Seoyoon Jang H. Yoon 32 4 0 24 Jul 2023
Robust Data Clustering with Outliers via Transformed Tensor Low-Rank Representation Tong Wu 32 0 0 18 Jul 2023
A Sparse Graph Formulation for Efficient Spectral Image Segmentation Rahul Palnitkar J. F. R. Neto 23 0 0 22 Jun 2023
A benchmark for computational analysis of animal behavior, using animal-borne tags Benjamin Hoffman M. Cusimano V. Baglione D. Canestrari D. Chevallier ... O. Vainio A. Vehkaoja Ken Yoda Katie Zacarian A. Friedlaender 25 7 0 18 May 2023
Component-aware anomaly detection framework for adjustable and logical industrial visual inspection Tongkun Liu Bing Li Xiao Du Bingke Jiang Xiao Jin Liuyi Jin Zhu Zhao 32 27 0 15 May 2023
Contrastive Tuning: A Little Help to Make Masked Autoencoders Forget Johannes Lehner Benedikt Alkin Andreas Fürst Elisabeth Rumetshofer Lukas Miklautz Sepp Hochreiter 29 18 0 20 Apr 2023
Learnable Earth Parser: Discovering 3D Prototypes in Aerial Scans Romain Loiseau Elliot Vincent Mathieu Aubry Loic Landrieu 3DPC 13 3 0 19 Apr 2023
ContraCluster: Learning to Classify without Labels by Contrastive Self-Supervision and Prototype-Based Semi-Supervision Seongho Joe Byoungjip Kim Ho. Kang Kyoungwon Park Bogun Kim Jaeseon Park Joonseok Lee Youngjune Gwon SSL 26 1 0 19 Apr 2023
Uncovering the Inner Workings of STEGO for Safe Unsupervised Semantic Segmentation Alexander Koenig Maximilian Schambach Johannes Otterbach 27 6 0 14 Apr 2023
Learning Neural Eigenfunctions for Unsupervised Semantic Segmentation Zhijie Deng Yucen Luo 26 6 0 06 Apr 2023
DivClust: Controlling Diversity in Deep Clustering Ioannis Maniadis Metaxas Georgios Tzimiropoulos Ioannis Patras 29 16 0 03 Apr 2023
Removing supervision in semantic segmentation with local-global matching and area balancing Simone Rossetti Nico Sama F. Pirri VLM 38 0 0 30 Mar 2023
Leveraging Hidden Positives for Unsupervised Semantic Segmentation Hyun Seok Seong WonJun Moon Subeen Lee Jae-Pil Heo ViT 33 32 0 27 Mar 2023
MV-MR: multi-views and multi-representations for self-supervised learning and knowledge distillation Vitaliy Kinakh M. Drozdova Slava Voloshynovskiy 40 1 0 21 Mar 2023
Class-level Multiple Distributions Representation are Necessary for Semantic Segmentation Jianjian Yin Zhichao Zheng Yanhui Gu Junsheng Zhou Yi Chen 41 6 0 14 Mar 2023
Collision Cross-entropy for Soft Class Labels and Deep Clustering Z. Zhang Yuri Boykov 23 0 0 13 Mar 2023
Deep Clustering with a Constraint for Topological Invariance based on Symmetric InfoNCE Yuhui Zhang Yuichiro Wada Hiroki Waida Kaito Goto Yusaku Hino Takafumi Kanamori 27 3 0 06 Mar 2023
Contrastive Hierarchical Clustering Michal Znale'zniak P. Rola Patryk Kaszuba Jacek Tabor Marek Śmieja 21 5 0 03 Mar 2023
Convolutional Visual Prompt for Robust Visual Perception Yun-Yun Tsai Chengzhi Mao Junfeng Yang VLM VPVLM 33 13 0 01 Mar 2023