Integral Signatures of Activation Functions: A 9-Dimensional Taxonomy and Stability Theory for Deep Learning
arxiv.org·15h
🧠Machine Learning
When mathematics meets aesthetics: Tessellations as a precise tool for solving complex problems
phys.org·3h
📐Mathematical Art
RND1: Simple, Scalable AR-to-Diffusion Conversion
radicalnumerics.ai·23h·
Discuss: Hacker News
💻Local LLMs
Scalable Hyperbolic Embedding Optimization for Geometric Deep Learning on Modular Surfaces
dev.to·4d·
Discuss: DEV
🌀Hyperbolic Geometry
On knot detection via picture recognition
arxiv.org·1d
🕸️Algebraic Topology
ECLipsE-Gen-Local: Efficient Compositional Local Lipschitz Estimates for Deep Neural Networks
arxiv.org·2d
🧠Machine Learning
Detecting Invariant Manifolds in ReLU-Based RNNs
arxiv.org·3d
🕸️Algebraic Topology
DEGS: Deformable Event-based 3D Gaussian Splatting from RGB and Event Stream
arxiv.org·15h
🌀Differential Geometry
CIR-CoT: Towards Interpretable Composed Image Retrieval via End-to-End Chain-of-Thought Reasoning
arxiv.org·15h
🧮Vector Embeddings
[P] Lossless compression for 1D CNNs
reddit.com·8h·
Discuss: r/MachineLearning
📊Quantization
Parallel-in-Time Solution of Allen-Cahn Equations by Integrating Operator Learning into the Parareal Method
arxiv.org·15h
🕸️Tensor Networks
Beyond Grid-Locked Voxels: Neural Response Functions for Continuous Brain Encoding
arxiv.org·15h
🧠Neural Codecs
ResAD: Normalized Residual Trajectory Modeling for End-to-End Autonomous Driving
arxiv.org·15h
🌀Differential Geometry
Data-driven fine-grained region discovery in the mouse brain with transformers
nature.com·3d·
Discuss: Hacker News
🌀Hyperbolic Geometry
Learning Mixtures of Linear Dynamical Systems (MoLDS) via Hybrid Tensor-EM Method
arxiv.org·2d
🌀Differential Geometry
Probabilistically-Safe Bipedal Navigation over Uncertain Terrain via Conformal Prediction and Contraction Analysis
arxiv.org·15h
🌀Differential Geometry
NExF: Learning Neural Exposure Fields for View Synthesis
m-niemeyer.github.io·12h·
Discuss: Hacker News
📊Learned Metrics
6D Phase Space Reconstruction: MENT-Flow Validation on Complex High-Dimensional Distributions
hackernoon.com·2d
💎Information Crystallography
SliceFine: The Universal Winning-Slice Hypothesis for Pretrained Networks
arxiv.org·15h
🧠Neural Codecs
Physics-informed AI excels at large-scale discovery of new materials
phys.org·4h
🧠Machine Learning