From Digital Humanities to Quantum Humanities: Potentials and Applications Mar 17, 2021 Clustering Feature Engineering
— Unverified 0On the Whitney near extension problem, BMO, alignment of data, best approximation in algebraic geometry, manifold learning and their beautiful connections: A modern treatment Mar 17, 2021 Clustering Dimensionality Reduction
Code Code Available 0SPICE: Semantic Pseudo-labeling for Image Clustering Mar 17, 2021 Clustering Contrastive Learning
Code Code Available 1K-expectiles clustering Mar 16, 2021 Clustering Computational Efficiency
— Unverified 0Data-driven Thermal Anomaly Detection for Batteries using Unsupervised Shape Clustering Mar 16, 2021 Anomaly Detection Clustering
— Unverified 0Online Learning with Radial Basis Function Networks Mar 15, 2021 Clustering Continual Learning
— Unverified 0Stack of discriminative autoencoders for multiclass anomaly detection in endoscopy images Mar 15, 2021 Anomaly Detection Clustering
— Unverified 0Assortative clustering in a one-dimensional population with replication strategies Mar 14, 2021 Clustering
— Unverified 0Distributed Clustering for User Devices Under Unmanned Aerial Vehicle Coverage Area during Disaster Recovery Mar 14, 2021 Clustering
— Unverified 0Three Steps to Multimodal Trajectory Prediction: Modality Clustering, Classification and Synthesis Mar 14, 2021 Clustering General Classification
Code Code Available 1Learning a Proposal Classifier for Multiple Object Tracking Mar 14, 2021 Clustering Graph Clustering
Code Code Available 1Heterogeneity in Neuronal Calcium Spike Trains based on Empirical Distance Mar 13, 2021 Clustering
— Unverified 0Recommending Short-lived Dynamic Packages for Golf Booking Services Mar 13, 2021 Clustering Collaborative Filtering
— Unverified 0Reconsidering Representation Alignment for Multi-view Clustering Mar 13, 2021 Clustering Contrastive Learning
Code Code Available 1Predicting the Behavior of Dealers in Over-The-Counter Corporate Bond Markets Mar 12, 2021 Clustering
— Unverified 0Smooth nonnegative tensor factorization for multi-sites electrical load monitoring Mar 12, 2021 Clustering energy management
— Unverified 0Information Maximization Clustering via Multi-View Self-Labelling Mar 12, 2021 Clustering Image Classification
Code Code Available 1Decorrelating Adversarial Nets for Clustering Mobile Network Data Mar 11, 2021 Clustering Deep Clustering
— Unverified 0Intraclass clustering: an implicit learning ability that regularizes DNNs Mar 11, 2021 Clustering Data Augmentation
Code Code Available 0MagFace: A Universal Representation for Face Recognition and Quality Assessment Mar 11, 2021 Clustering Face Quality Assessement
Code Code Available 1Learning with partially separable data Mar 11, 2021 Classification Clustering
— Unverified 0A Local Similarity-Preserving Framework for Nonlinear Dimensionality Reduction with Neural Networks Mar 10, 2021 Clustering Dimensionality Reduction
— Unverified 0Deep Superpixel Cut for Unsupervised Image Segmentation Mar 10, 2021 Clustering Image Segmentation
— Unverified 0Multi-Pretext Attention Network for Few-shot Learning with Self-supervision Mar 10, 2021 Clustering Few-Shot Learning
Code Code Available 0Machine Learning Empowered Resource Allocation in IRS Aided MISO-NOMA Networks Mar 9, 2021 BIG-bench Machine Learning Clustering
— Unverified 0Doubly Contrastive Deep Clustering Mar 9, 2021 Clustering Contrastive Learning
Code Code Available 1Explaining dimensionality reduction results using Shapley values Mar 9, 2021 Clustering Dimensionality Reduction
Code Code Available 1Functorial Manifold Learning Mar 8, 2021 Clustering
— Unverified 0A Topological Approach to Compare Document Semantics Based on a New Variant of Syntactic N-grams Mar 8, 2021 Clustering
Code Code Available 0Tripartite and Sign Consensus for Clustering Balanced Social Networks Mar 8, 2021 Clustering
— Unverified 0Joint Noise-Tolerant Learning and Meta Camera Shift Adaptation for Unsupervised Person Re-Identification Mar 8, 2021 Clustering Meta-Learning
Code Code Available 1Data-driven Cloud Clustering via a Rotationally Invariant Autoencoder Mar 8, 2021 Clustering
— Unverified 0Automatic Cause Detection of Performance Problems in Web Applications Mar 8, 2021 Clustering
— Unverified 0Unsupervised Person Re-Identification with Multi-Label Learning Guided Self-Paced Clustering Mar 8, 2021 Clustering Multi-Label Learning
— Unverified 0Cluster Analysis of Malware Family Relationships Mar 7, 2021 Clustering
— Unverified 0Convolutional Neural Network Denoising in Fluorescence Lifetime Imaging Microscopy (FLIM) Mar 7, 2021 Clustering Deep Learning
Code Code Available 0RevDet: Robust and Memory Efficient Event Detection and Tracking in Large News Feeds Mar 7, 2021 Articles Clustering
Code Code Available 1Tensor Laplacian Regularized Low-Rank Representation for Non-uniformly Distributed Data Subspace Clustering Mar 6, 2021 Clustering
— Unverified 0Low-Rank Isomap Algorithm Mar 6, 2021 Clustering Dimensionality Reduction
— Unverified 0Novelty Detection in Sequential Data by Informed Clustering and Modeling Mar 5, 2021 Clustering Novelty Detection
Code Code Available 0Revisiting Priority k-Center: Fairness and Outliers Mar 4, 2021 Clustering Fairness
— Unverified 0Clustering multilayer graphs with missing nodes Mar 4, 2021 Clustering Stochastic Block Model
— Unverified 0To Deconvolve, or Not to Deconvolve: Inferences of Neuronal Activities using Calcium Imaging Data Mar 3, 2021 Clustering
— Unverified 0Dynamic Gaussian Mixture based Deep Generative Model For Robust Forecasting on Sparse Multivariate Time Series Mar 3, 2021 Clustering Time Series
Code Code Available 1Deep Clustering by Semantic Contrastive Learning Mar 3, 2021 Clustering Contrastive Learning
— Unverified 0Towards Open World Object Detection Mar 3, 2021 Clustering Object
Code Code Available 1Approximation Algorithms for Socially Fair Clustering Mar 3, 2021 Clustering
— Unverified 0Network Cluster-Robust Inference Mar 2, 2021 Clustering
— Unverified 0Fairness, Semi-Supervised Learning, and More: A General Framework for Clustering with Stochastic Pairwise Constraints Mar 2, 2021 Clustering Combinatorial Optimization
Code Code Available 0Self-supervised Symmetric Nonnegative Matrix Factorization Mar 2, 2021 Clustering
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