ML in the Home
blog.raymond.burkholder.net·1d
📈Time Series
Hypercubical manifolds in homotopy type theory
arxiv.org·15h
🔶Cubical Type Theory
AMF-MedIT: An Efficient Align-Modulation-Fusion Framework for Medical Image-Tabular Data
arxiv.org·15h
🤖Advanced OCR
Manifold Learning for Personalized and Label-Free Detection of Cardiac Arrhythmias
arxiv.org·2d
🧠Machine Learning
Latent Space Analysis for Melanoma Prevention
arxiv.org·1d
📐Vector Dimensionality
Edge Association Strategies for Synthetic Data Empowered Hierarchical Federated Learning with Non-IID Data
arxiv.org·1d
🧠Machine Learning
DefFusionNet: Learning Multimodal Goal Shapes for Deformable Object Manipulation via a Diffusion-based Probabilistic Model
arxiv.org·1d
🌀Hyperbolic Geometry
Robust PDE discovery under sparse and highly noisy conditions via attention neural networks
arxiv.org·1d
🌀Differential Geometry
Transforming H&E images into IHC: A Variance-Penalized GAN for Precision Oncology
arxiv.org·1d
🌀Hyperbolic Geometry
Variational Learning of Disentangled Representations
arxiv.org·2d
🧠Machine Learning
Learning Physical Systems: Symplectification via Gauge Fixing in Dirac Structures
arxiv.org·1d
🕸️Tensor Networks
TDACloud: Point Cloud Recognition Using Topological Data Analysis
arxiv.org·1d
🌀Differential Geometry
A Qubit-Efficient Hybrid Quantum Encoding Mechanism for Quantum Machine Learning
arxiv.org·15h
⚛️Quantum Codes
A geometric framework for momentum-based optimizers for low-rank training
arxiv.org·1d
📊Quantization
Visual hallucination detection in large vision-language models via evidential conflict
arxiv.org·15h
📊Learned Metrics
Beyond Static Models: Hypernetworks for Adaptive and Generalizable Forecasting in Complex Parametric Dynamical Systems
arxiv.org·15h
📈Time Series
Online high-precision prediction method for injection molding product weight by integrating time series/non-time series mixed features and feature attention mec...
arxiv.org·15h
🧠Machine Learning
MCN-SLAM: Multi-Agent Collaborative Neural SLAM with Hybrid Implicit Neural Scene Representation
arxiv.org·1d
🌀Hyperbolic Geometry
Kernel Limit of Recurrent Neural Networks Trained on Ergodic Data Sequences
arxiv.org·1d
🧠Neural Codecs
Learning from Anatomy: Supervised Anatomical Pretraining (SAP) for Improved Metastatic Bone Disease Segmentation in Whole-Body MRI
arxiv.org·15h
🧠Machine Learning