Polynomial Implicit Neural Representations For Large Diverse Datasets
Paper
•
2303.11424
•
Published
polylora
-
-
The Spectral Bias of Polynomial Neural Networks
Paper • 2202.13473 • Published -
Categories of Differentiable Polynomial Circuits for Machine Learning
Paper • 2203.06430 • Published -
Learning Hierarchical Polynomials with Three-Layer Neural Networks
Paper • 2311.13774 • Published -
Capturing Polysemanticity with PRISM: A Multi-Concept Feature Description Framework
Paper • 2506.15538 • Published • 1 -
Equivariant Polynomials for Graph Neural Networks
Paper • 2302.11556 • Published • 1 -
Forgotten Polygons: Multimodal Large Language Models are Shape-Blind
Paper • 2502.15969 • Published • 2 -
Polynomial Regression As an Alternative to Neural Nets
Paper • 1806.06850 • Published -
Polynormer: Polynomial-Expressive Graph Transformer in Linear Time
Paper • 2403.01232 • Published -
Graph Neural Networks with Learnable and Optimal Polynomial Bases
Paper • 2302.12432 • Published • 1 -
Polynomial, trigonometric, and tropical activations
Paper • 2502.01247 • Published • 1 -
PolyG: Effective and Efficient GraphRAG with Adaptive Graph Traversal
Paper • 2504.02112 • Published • 1 -
PolyLoss: A Polynomial Expansion Perspective of Classification Loss Functions
Paper • 2204.12511 • Published -
Polynomial Composition Activations: Unleashing the Dynamics of Large Language Models
Paper • 2411.03884 • Published • 28 -
Poly-encoders: Transformer Architectures and Pre-training Strategies for Fast and Accurate Multi-sentence Scoring
Paper • 1905.01969 • Published