Integral Signatures of Activation Functions: A 9-Dimensional Taxonomy and Stability Theory for Deep Learning
arxiv.org·23h
🧠Machine Learning
A gentle introduction to Generative AI: Historical perspective
medium.com·2h·
Discuss: Hacker News
🧠Learned Codecs
When mathematics meets aesthetics: Tessellations as a precise tool for solving complex problems
phys.org·11h
📐Mathematical Art
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
GNN Predictions: Hidden Bugs and the Verification Nightmare by Arvind Sundararajan
dev.to·5h·
Discuss: DEV
⚙️Proof Engineering
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·23h
🌀Differential Geometry
CIR-CoT: Towards Interpretable Composed Image Retrieval via End-to-End Chain-of-Thought Reasoning
arxiv.org·23h
🧮Vector Embeddings
Can AI Co-Design Distributed Systems? Scaling from 1 GPU to 1k
harvard-edge.github.io·5h·
Discuss: Hacker News
🎯Performance Proofs
[P] Lossless compression for 1D CNNs
reddit.com·16h·
Discuss: r/MachineLearning
📊Quantization
Parallel-in-Time Solution of Allen-Cahn Equations by Integrating Operator Learning into the Parareal Method
arxiv.org·23h
🕸️Tensor Networks
Beyond Grid-Locked Voxels: Neural Response Functions for Continuous Brain Encoding
arxiv.org·23h
🧠Neural Codecs
RND1: Simple, Scalable AR-to-Diffusion Conversion
radicalnumerics.ai·1d·
Discuss: Hacker News
💻Local LLMs
ResAD: Normalized Residual Trajectory Modeling for End-to-End Autonomous Driving
arxiv.org·23h
🌀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·23h
🌀Differential Geometry
Neural Networks from Scratch in Python: Simpler Than You Think
hamza.se·6h·
Discuss: Hacker News
📊Quantization