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Deep Clustering

Papers archive 2025-07-28

archive papers tagged: 307 · with a code link: 135 · where Syntology ran a sample: 29 (23 with a run with no instrument failure, 6 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (29 of 307 tagged: 23 with a run with no instrument failure, 6 where every run was a failure of Syntology's instrument)

Page 2 of 4: papers 101 to 200 of 307, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Scattering Transform Based Image Clustering using Projection onto Orthogonal Complement
  23 Nov 2020 1 repository listed
• Image Clustering using an Augmented Generative Adversarial Network and Information Maximization
  8 Nov 2020 1 repository listed
• Generalized Clustering and Multi-Manifold Learning with Geometric Structure Preservation
  21 Sep 2020 1 repository listed Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 7 harvested samples)
• Deep Metric Learning Meets Deep Clustering: An Novel Unsupervised Approach for Feature Embedding
  9 Sep 2020 1 repository listed
• iCVI-ARTMAP: Accelerating and improving clustering using adaptive resonance theory predictive mapping and incremental cluster validity indices
  22 Aug 2020 1 repository listed
• Topological Gradient-based Competitive Learning
  21 Aug 2020 1 repository listed
• Learning to Cluster under Domain Shift
  11 Aug 2020 1 repository listed
• Deep Robust Clustering by Contrastive Learning
  7 Aug 2020 1 repository listed
• Deep Image Clustering with Category-Style Representation
  20 Jul 2020 1 repository listed
• AutoEmbedder: A semi-supervised DNN embedding system for clustering
  11 Jul 2020 1 repository listed
• Divide-and-Rule: Self-Supervised Learning for Survival Analysis in Colorectal Cancer
  7 Jul 2020 1 repository listed
• Unsupervised Image Classification for Deep Representation Learning
  20 Jun 2020 1 repository listed
• Online Deep Clustering for Unsupervised Representation Learning
  18 Jun 2020 1 repository listed
• LSD-C: Linearly Separable Deep Clusters
  17 Jun 2020 1 repository listed
• Improving k-Means Clustering Performance with Disentangled Internal Representations
  5 Jun 2020 1 repository listed
• Deep Fair Clustering for Visual Learning
  1 Jun 2020 1 repository listed
• Deep Semantic Clustering by Partition Confidence Maximisation
  1 Jun 2020 1 repository listed
• An Explicit Local and Global Representation Disentanglement Framework with Applications in Deep Clustering and Unsupervised Object Detection
  24 Jan 2020 1 repository listed Syntology official (archive's flag): 11 ran · 11 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 0 honoured, 0 violated, 11 with no contract checked; 0 where Syntology's instrument failed) · 7 unverified (of 18 harvested samples) · 1 pointer-only (licence)
• Multi-Modal Deep Clustering: Unsupervised Partitioning of Images
  5 Dec 2019 1 repository listed
• Self-Supervised Learning by Cross-Modal Audio-Video Clustering
  28 Nov 2019 1 repository listed Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample)
• Onssen: an open-source speech separation and enhancement library
  3 Nov 2019 1 repository listed
• Mixture-of-Experts Variational Autoencoder for Clustering and Generating from Similarity-Based Representations on Single Cell Data
  17 Oct 2019 1 repository listed Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 1 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 6 harvested samples)
• Deep Clustering by Gaussian Mixture Variational Autoencoders With Graph Embedding
  1 Oct 2019 1 repository listed
• A Self-Training Approach for Short Text Clustering
  1 Aug 2019 1 repository listed
• Deep Comprehensive Correlation Mining for Image Clustering
  15 Apr 2019 1 repository listed
• Unsupervised Person Re-identification by Deep Asymmetric Metric Embedding
  29 Jan 2019 1 repository listed
• Semi-supervised deep embedded clustering
  24 Jan 2019 1 repository listed
• Deep Clustering with a Dynamic Autoencoder: From Reconstruction towards Centroids Construction
  23 Jan 2019 1 repository listed
• Deep Density-based Image Clustering
  11 Dec 2018 1 repository listed
• Unsupervised Deep Clustering for Source Separation: Direct Learning from Mixtures using Spatial Information
  5 Nov 2018 1 repository listed Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 6 harvested samples)
• Deep clustering: On the link between discriminative models and K-means
  9 Oct 2018 1 repository listed
• Alternative Objective Functions for Deep Clustering
  1 Apr 2018 1 repository listed
• Object category learning and retrieval with weak supervision
  26 Jan 2018 1 repository listed
• Deep Clustering via Joint Convolutional Autoencoder Embedding and Relative Entropy Minimization
  20 Apr 2017 1 repository listed
• Permutation Invariant Training of Deep Models for Speaker-Independent Multi-talker Speech Separation
  1 Jul 2016 1 repository listed
• Unsupervised Deep Clustering of MNIST with Triplet-Enhanced Convolutional Autoencoders
  11 Jun 2025 0 repositories listed
• Using Satellite Images And Self-supervised Machine Learning Networks To Detect Water Hidden Under Vegetation
  9 Jun 2025 0 repositories listed
• A Tutorial on Discriminative Clustering and Mutual Information
  7 May 2025 0 repositories listed
• A Self-supervised Learning Method for Raman Spectroscopy based on Masked Autoencoders
  21 Apr 2025 0 repositories listed
• An Introductory Survey to Autoencoder-based Deep Clustering -- Sandboxes for Combining Clustering with Deep Learning
  2 Apr 2025 0 repositories listed
• Enhancing Martian Terrain Recognition with Deep Constrained Clustering
  22 Mar 2025 0 repositories listed
• Rethinking Deep Clustering Paradigms: Self-Supervision Is All You Need
  5 Mar 2025 0 repositories listed
• Keep It Light! Simplifying Image Clustering Via Text-Free Adapters
  6 Feb 2025 0 repositories listed
• Deep Generative Clustering with VAEs and Expectation-Maximization
  13 Jan 2025 0 repositories listed
• Deep Clustering via Community Detection
  3 Jan 2025 0 repositories listed
• Deep clustering using adversarial net based clustering loss
  12 Dec 2024 0 repositories listed
• Deep Clustering using Dirichlet Process Gaussian Mixture and Alpha Jensen-Shannon Divergence Clustering Loss
  12 Dec 2024 0 repositories listed
• Stochastic Learning of Non-Conjugate Variational Posterior for Image Classification
  12 Dec 2024 0 repositories listed
• Unsupervised semantic segmentation of urban high-density multispectral point clouds
  24 Oct 2024 0 repositories listed
• Controllable Discovery of Intents: Incremental Deep Clustering Using Semi-Supervised Contrastive Learning
  18 Oct 2024 0 repositories listed
• SplitSEE: A Splittable Self-supervised Framework for Single-Channel EEG Representation Learning
  15 Oct 2024 0 repositories listed
• SHADE: Deep Density-based Clustering
  8 Oct 2024 0 repositories listed
• Organizing Unstructured Image Collections using Natural Language
  7 Oct 2024 0 repositories listed
• Establish seedling quality classification standard for Chrysanthemum efficiently with help of deep clustering algorithm
  12 Sep 2024 0 repositories listed
• Deep Clustering of Remote Sensing Scenes through Heterogeneous Transfer Learning
  5 Sep 2024 0 repositories listed
• Clustering-friendly Representation Learning for Enhancing Salient Features
  9 Aug 2024 0 repositories listed
• Deep Clustering via Distribution Learning
  6 Aug 2024 0 repositories listed
• Adaptive Self-supervised Robust Clustering for Unstructured Data with Unknown Cluster Number
  29 Jul 2024 0 repositories listed
• CDFL: Efficient Federated Human Activity Recognition using Contrastive Learning and Deep Clustering
  17 Jul 2024 0 repositories listed
• A Survey on Deep Clustering: From the Prior Perspective
  28 Jun 2024 0 repositories listed
• Scaling Up Deep Clustering Methods Beyond ImageNet-1K
  3 Jun 2024 0 repositories listed
• Concrete Dense Network for Long-Sequence Time Series Clustering
  8 May 2024 0 repositories listed
• Generalized Cauchy-Schwarz Divergence and Its Deep Learning Applications
  7 May 2024 0 repositories listed
• Evaluating Deep Clustering Algorithms on Non-Categorical 3D CAD Models
  29 Apr 2024 0 repositories listed
• GCC: Generative Calibration Clustering
  14 Apr 2024 0 repositories listed
• Deep Clustering Evaluation: How to Validate Internal Clustering Validation Measures
  21 Mar 2024 0 repositories listed
• Incorporating Higher-order Structural Information for Graph Clustering
  17 Mar 2024 0 repositories listed
• Self-Supervised Facial Representation Learning with Facial Region Awareness
  4 Mar 2024 0 repositories listed
• Imbalanced Data Clustering using Equilibrium K-Means
  22 Feb 2024 0 repositories listed
• Deep Clustering Using the Soft Silhouette Score: Towards Compact and Well-Separated Clusters
  1 Feb 2024 0 repositories listed
• Deep Embedding Clustering Driven by Sample Stability
  29 Jan 2024 0 repositories listed Syntology 3 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 2 where Syntology's instrument failed) · 4 unverified (of 7 harvested samples) · 7 pointer-only (licence)
• Consistency Enhancement-Based Deep Multiview Clustering via Contrastive Learning
  23 Jan 2024 0 repositories listed
• Multiscale Vision Transformer With Deep Clustering-Guided Refinement for Weakly Supervised Object Localization
  15 Dec 2023 0 repositories listed
• Single-Cell Deep Clustering Method Assisted by Exogenous Gene Information: A Novel Approach to Identifying Cell Types
  28 Nov 2023 0 repositories listed
• A Novel Deep Clustering Framework for Fine-Scale Parcellation of Amygdala Using dMRI Tractography
  25 Nov 2023 0 repositories listed
• Learning Uniform Clusters on Hypersphere for Deep Graph-level Clustering
  23 Nov 2023 0 repositories listed
• Enhancing Clustering Representations with Positive Proximity and Cluster Dispersion Learning
  1 Nov 2023 0 repositories listed
• Patch-Based Deep Unsupervised Image Segmentation using Graph Cuts
  1 Nov 2023 0 repositories listed
• Transferable Deep Clustering Model
  7 Oct 2023 0 repositories listed
• Generalised Mutual Information: a Framework for Discriminative Clustering
  6 Sep 2023 0 repositories listed
• Snapshot Spectral Clustering -- a costless approach to deep clustering ensembles generation
  17 Jul 2023 0 repositories listed
• DeepVAT: A Self-Supervised Technique for Cluster Assessment in Image Datasets
  29 May 2023 0 repositories listed
• XAI for Self-supervised Clustering of Wireless Spectrum Activity
  17 May 2023 0 repositories listed
• High-dimensional Clustering onto Hamiltonian Cycle
  27 Apr 2023 0 repositories listed
• CEIL: A General Classification-Enhanced Iterative Learning Framework for Text Clustering
  20 Apr 2023 0 repositories listed
• Fairness in Visual Clustering: A Novel Transformer Clustering Approach
  14 Apr 2023 0 repositories listed
• Collision Cross-entropy for Soft Class Labels and Deep Clustering
  13 Mar 2023 0 repositories listed
• Deep Clustering with a Constraint for Topological Invariance based on Symmetric InfoNCE
  6 Mar 2023 0 repositories listed
• Towards Personalized Preprocessing Pipeline Search
  28 Feb 2023 0 repositories listed
• A method for incremental discovery of financial event types based on anomaly detection
  16 Feb 2023 0 repositories listed
• Discriminative Entropy Clustering and its Relation to K-means and SVM
  26 Jan 2023 0 repositories listed
• Clustering Human Mobility with Multiple Spaces
  20 Jan 2023 0 repositories listed
• Unsupervised Manifold Linearizing and Clustering
  4 Jan 2023 0 repositories listed Syntology 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples)
• Cross-view Topology Based Consistent and Complementary Information for Deep Multi-view Clustering
  1 Jan 2023 0 repositories listed
• Hybrid Active Learning via Deep Clustering for Video Action Detection
  1 Jan 2023 0 repositories listed
• Privacy-Preserving Federated Deep Clustering based on GAN
  30 Nov 2022 0 repositories listed
• Clustering-Based Approaches for Symbolic Knowledge Extraction
  1 Nov 2022 0 repositories listed
• Oracle-guided Contrastive Clustering
  1 Nov 2022 0 repositories listed
• GLCC: A General Framework for Graph-Level Clustering
  21 Oct 2022 0 repositories listed
• Improving Contrastive Learning on Visually Homogeneous Mars Rover Images
  17 Oct 2022 0 repositories listed

Syntology lines on 7 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.