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