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Monotonic Kolmogorov-Arnold Networks: A Theoretical and Empirical Study of Monotonicity as an Inductive Bias
Arxiv
0+阅读 · 6月16日
You Don't Need Strong Assumptions: Visual Representation Learning via Temporal Differences
Arxiv
0+阅读 · 6月14日
The Loss Is Not Enough: Sampling Conditions and Inductive Bias in Contrastive Representation Learning
Arxiv
0+阅读 · 6月2日
Rethinking Embodied Navigation via Relational Inductive Bias
Arxiv
0+阅读 · 6月9日
Locating acts of mechanistic reasoning in student team conversations with mechanistic machine learning
Arxiv
0+阅读 · 4月23日
On the "Induction Bias" in Sequence Models
Arxiv
0+阅读 · 2月20日
Mathematical Foundations of Polyphonic Music Generation via Structural Inductive Bias
Arxiv
0+阅读 · 2月21日
Explaining Grokking in Transformers through the Lens of Inductive Bias
Arxiv
0+阅读 · 2月6日
From Kepler to Newton: Inductive Biases Guide Learned World Models in Transformers
Arxiv
0+阅读 · 2月6日
A Unified Assessment of the Poverty of the Stimulus Argument for Neural Language Models
Arxiv
0+阅读 · 2月10日
Diffusion Model's Generalization Can Be Characterized by Inductive Biases toward a Data-Dependent Ridge Manifold
Arxiv
0+阅读 · 2月5日
Mining Generalizable Activation Functions
Arxiv
0+阅读 · 2月5日
Physics as the Inductive Bias for Causal Discovery
Arxiv
0+阅读 · 2月3日
Structural Disentanglement in Bilinear MLPs via Architectural Inductive Bias
Arxiv
0+阅读 · 2月5日
Multi-Excitation Projective Simulation with a Many-Body Physics Inspired Inductive Bias
Arxiv
0+阅读 · 2月4日
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