Differential geometry of ML: a geometric interpretation of gradient descent
research.fal.ai·12h·
Discuss: Hacker News
🌀Differential Geometry
Joint angle model based learning to refine kinematic human pose estimation
arxiv.org·5h
🌀Differential Geometry
Compressed data structures for Heegaard splittings
arxiv.org·5h
🕳️Persistent Homology
GALDS: A Graph-Autoencoder-based Latent Dynamics Surrogate model to predict neurite material transport
arxiv.org·5h
🧠Neural Codecs
A Deep Dive into Clustering for Customer Segmentation
dev.to·2h·
Discuss: DEV
🌊Spectral Clustering
On Information Geometry and Iterative Optimization in Model Compression: Operator Factorization
arxiv.org·1d
🧠Machine Learning
A Minimal DDPM
github.com·7h·
Discuss: Hacker News
🧠Machine Learning
Robust-Multi-Task Gradient Boosting
arxiv.org·5h
📊Learned Metrics
Spatial Lifting for Dense Prediction
arxiv.org·1d
🧠Machine Learning
GATE: Graph Attention Neural Networks with Real-Time Edge Construction for Robust Indoor Localization using Mobile Embedded Devices
arxiv.org·5h
🌀Hyperbolic Geometry
Improving Remote Sensing Classification using Topological Data Analysis and Convolutional Neural Networks
arxiv.org·1d
🕸️Algebraic Topology
Graph Convolutional Branch and Bound
arxiv.org·2d
🧮Vector Embeddings
Bridging the Gap in Vision Language Models in Identifying Unsafe Concepts Across Modalities
arxiv.org·5h
💾Binary Linguistics
HNOSeg-XS: Extremely Small Hartley Neural Operator for Efficient and Resolution-Robust 3D Image Segmentation
arxiv.org·2d
🧠Machine Learning
Women Sport Actions Dataset for Visual Classification Using Small Scale Training Data
arxiv.org·5h
📊Learned Metrics
Langevin Flows for Modeling Neural Latent Dynamics
arxiv.org·5h
🧠Machine Learning
Information geometric regularization of the barotropic Euler equation
arxiv.org·1d
🌀Differential Geometry
Incomplete Multiview Learning via Wyner Common Information
arxiv.org·1d
⧗Information Bottleneck
Secure and Efficient UAV-Based Face Detection via Homomorphic Encryption and Edge Computing
arxiv.org·1d
🔐Homomorphic Encryption
Fourier Basis Mapping: A Time-Frequency Learning Framework for Time Series Forecasting
arxiv.org·1d
🧠Machine Learning