15 citations · 31 across the 9 of their papers we have counts for
10 papers
Goal Force: Teaching Video Models To Accomplish Physics-Conditioned Goals
Nate Gillman, Yinghua Zhou, Zitian Tang +6
Recent advancements in video generation have enabled the development of ``world models'' capable of simulating potential futures for robotics and planning. However, specifying prec…
Force Prompting: Video Generation Models Can Learn and Generalize Physics-based Control Signals
Nate Gillman, Charles Herrmann, Michael Freeman +4
Recent advances in video generation models have sparked interest in world models capable of simulating realistic environments. While navigation has been well-explored, physically m…
Fourier Head: Helping Large Language Models Learn Complex Probability Distributions
Nate Gillman, Daksh Aggarwal, Michael Freeman +2
As the quality of large language models has improved, there has been increased interest in using them to model non-linguistic tokens. For example, the Decision Transformer recasts…
Self-Correcting Self-Consuming Loops for Generative Model Training
Nate Gillman, Michael Freeman, Daksh Aggarwal +4
As synthetic data becomes higher quality and proliferates on the internet, machine learning models are increasingly trained on a mix of human- and machine-generated data. Despite t…
IsoScore: Measuring the Uniformity of Embedding Space Utilization
William Rudman, Nate Gillman, Taylor Rayne +1
The recent success of distributed word representations has led to an increased interest in analyzing the properties of their spatial distribution. Several studies have suggested th…
Patterns of primes in the Sato-Tate conjecture
Nate Gillman, Michael Kural, Alexandru Pascadi +2
Fix a non-CM elliptic curve , and let denote the trace of Frobenius at . The Sato-Tate conjecture gives the limiting distribut…
Large Sets with Small Injective Projections
Frank Coen, Nate Gillman, Tamás Keleti +2
Let be a countable collection of lines in . For any we construct a compact set with Hausdorff dimension $…
Explicit subconvexity savings for sup-norms of cusp forms on
Nate Gillman
Blomer and Maga recently proved that, if is an -normalized Hecke Maass cusp form for , and is a compact subset of $\mathrm{PGL}_n(\mathbb R)/…
From partitions to Hodge numbers of Hilbert Schemes of Surfaces
Nate Gillman, Xavier Gonzalez, Ken Ono +2
We celebrate the 100th anniversary of Srinivasa Ramanujan's election as a Fellow of the Royal Society, which was largely based on his work with G. H. Hardy on the asymptotic proper…
Exact Formulas for Invariants of Hilbert Schemes
Nate Gillman, Xavier Gonzalez, Matthew Schoenbauer
A theorem of Göttsche establishes a connection between cohomological invariants of a complex projective surface and corresponding invariants of the Hilbert scheme of points…