📉 Embeddings Optimization

Embedding Quantization, Dimensionality Reduction, HNSW Indexing, Latent Space Transformations, Embedding Distillation

Zoom Out: Distributions in Semantic Spaces
lesswrong.com·3h
📊ModernBERT
Graph Embedding in the Graph Fractional Fourier Transform Domain
arxiv.org·23h
📊Embeddings
Open Sourced: ML Interview Questions and Job List (Ranked by Comp and Culture)
github.com·10h·
Discuss: Hacker News
🧠LLM Inference
Graph Neural Networks for Knowledge Graphs
pub.towardsai.net·16h
📱Edge AI Optimization
Principal Component Analysis (PCA) is the gold standard in dimensionality reduction.
threadreaderapp.com·11h
📊Vector Clustering
NeuralMorse – Reinventing Morse Code with Neural Networks
masatohagiwara.net·9h·
Discuss: Hacker News
🎯Vector Quantization
Dataset Condensation with Color Compensation
arxiv.org·23h
📊Embeddings
Accelerating multiparametric quantitative MRI using self-supervised scan-specific implicit neural representation with model reinforcement
arxiv.org·23h
📊Embeddings
Beyond Manually Designed Pruning Policies with Second-Level Performance Prediction: A Pruning Framework for LLMs
arxiv.org·23h
🧠LLM Inference
A Large-Scale Benchmark of Cross-Modal Learning for Histology and Gene Expression in Spatial Transcriptomics
arxiv.org·23h
🎯Qdrant
Topolow: Force-Directed Euclidean Embedding of Dissimilarity Data with Robustness Against Non-Metricity and Sparsity
arxiv.org·23h
🔍Vector Search Algorithms
Context Guided Transformer Entropy Modeling for Video Compression
arxiv.org·23h
📊Embeddings
Path-LLM: A Shortest-Path-based LLM Learning for Unified Graph Representation
arxiv.org·23h
🧠LLM Inference
Trainable Dynamic Mask Sparse Attention
arxiv.org·23h
🧠LLM Inference
Harnessing Textual Semantic Priors for Knowledge Transfer and Refinement in CLIP-Driven Continual Learning
arxiv.org·23h
🧠LLM Inference
Prototype Learning to Create Refined Interpretable Digital Phenotypes from ECGs
arxiv.org·23h
📊Embeddings
SAMPO: Visual Preference Optimization for Intent-Aware Segmentation with Vision Foundation Models
arxiv.org·23h
📊Embeddings
Joint Generative Modeling of Grounded Scene Graphs and Images via Diffusion Models
arxiv.org·23h
📊Embeddings
From Monolingual to Bilingual: Investigating Language Conditioning in Large Language Models for Psycholinguistic Tasks
arxiv.org·23h
🧠LLM Inference
Efficient Chambolle-Pock based algorithms for Convoltional sparse representation
arxiv.org·23h
📊Embeddings