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Brian R. Bartoldson

Trajectory Balance with Asynchrony: Decoupling Exploration and Learning for Fast, Scalable LLM Post-Training

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Mar 24, 2025
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Constrained Language Generation with Discrete Diffusion Models

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Mar 12, 2025
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Scaling up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach

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Feb 07, 2025
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ELFS: Enhancing Label-Free Coreset Selection via Clustering-based Pseudo-Labeling

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Jun 06, 2024
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Transformers Can Do Arithmetic with the Right Embeddings

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May 27, 2024
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Adversarial Robustness Limits via Scaling-Law and Human-Alignment Studies

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Apr 14, 2024
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NEFTune: Noisy Embeddings Improve Instruction Finetuning

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Oct 10, 2023
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Scientific Computing Algorithms to Learn Enhanced Scalable Surrogates for Mesh Physics

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Apr 01, 2023
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Compute-Efficient Deep Learning: Algorithmic Trends and Opportunities

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Oct 13, 2022
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Models Out of Line: A Fourier Lens on Distribution Shift Robustness

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Jul 08, 2022
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