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Jesse C. Cresswell

Inconsistencies In Consistency Models: Better ODE Solving Does Not Imply Better Samples

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Nov 13, 2024
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A Geometric Framework for Understanding Memorization in Generative Models

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Oct 31, 2024
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CaloChallenge 2022: A Community Challenge for Fast Calorimeter Simulation

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Oct 28, 2024
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TabDPT: Scaling Tabular Foundation Models

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Oct 23, 2024
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MSc-SQL: Multi-Sample Critiquing Small Language Models For Text-To-SQL Translation

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Oct 16, 2024
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Conformal Prediction Sets Can Cause Disparate Impact

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Oct 02, 2024
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Scaling Up Diffusion and Flow-based XGBoost Models

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Aug 28, 2024
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Benchmarking Robust Self-Supervised Learning Across Diverse Downstream Tasks

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Jul 18, 2024
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A Geometric View of Data Complexity: Efficient Local Intrinsic Dimension Estimation with Diffusion Models

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Jun 05, 2024
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Deep Generative Models through the Lens of the Manifold Hypothesis: A Survey and New Connections

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Apr 03, 2024
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