Applications
Numerical Data Imputation: Choose KNN over Deep Learning
COSINER: COntext SImilarity data augmentation for Named Entity Recognition
An Application of Learned Multi-Modal Product Similarity to e-Commerce
Deep Vision-Language Model for Efficient Multi-modal Similarity Search in Fashion Retrieval
Stable Anchors for Matching Unlabelled Point Clouds
Visual Exploration of Human Motion Data
Foundations
On Projections to Linear Subspaces
Concept of Relational Similarity Search
On the Expected Exclusion Power of Binary Partitions for Metric Search
Similarity Search with the Distance Density Model
Generalized Relative Neighborhood Graph (GRNG) for Similarity Search
A Ptolemaic Partitioning Mechanism
HubHSP graph: effective data sampling for pivot-based representation strategies
Indexing and Clustering
Compacted search tree for graph edit distance computation
Clustering by Direct Optimization of the Medoid Silhouette
Automatic Indexing for Similarity Search in ELKI
Approximate Nearest Neighbor Search on Standard Search Engines
Evaluation of LID-Aware Graph Embedding Methods for Node Clustering
Similarity-based Unsupervised Evaluation of Outlier Detection
Learning
FastHebb: Scaling Hebbian Training of Deep Neural Networks to ImageNet Level
Causal Disentanglement with Network Information for Debiased Recommendations
Causal Disentanglement with Network Information for Debiased Recommendations
Self-supervised Information Retrieval Trained from Self-generated Sets of Queries and Relevant Documents
Doctoral Symposium
Discovering Knowledge Graphs Via Attention-Driven Graph Generation
Visual Recommendation and Visual Search for Fashion e-commerce.