Polynomial Implicit Neural Representations For Large Diverse Datasets
Paper
• 2303.11424 • Published
polylora
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The Spectral Bias of Polynomial Neural Networks
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Categories of Differentiable Polynomial Circuits for Machine Learning
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Learning Hierarchical Polynomials with Three-Layer Neural Networks
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Capturing Polysemanticity with PRISM: A Multi-Concept Feature Description Framework
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Equivariant Polynomials for Graph Neural Networks
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Forgotten Polygons: Multimodal Large Language Models are Shape-Blind
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Polynomial Regression As an Alternative to Neural Nets
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Polynormer: Polynomial-Expressive Graph Transformer in Linear Time
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Graph Neural Networks with Learnable and Optimal Polynomial Bases
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Polynomial, trigonometric, and tropical activations
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PolyG: Effective and Efficient GraphRAG with Adaptive Graph Traversal
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PolyLoss: A Polynomial Expansion Perspective of Classification Loss Functions
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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