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John Kirchenbauer's picture

John Kirchenbauer

jwkirchenbauer
9 1 4
vasusingla's profile picture 21world's profile picture astein0's profile picture
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https://www.cs.umd.edu/people/jkirchen
  • jwkirchenbauer
  • jwkirchenbauer

AI & ML interests

Deep Learning in/and NLP

Organizations

lawinstruct's profile picture Tom Goldstein's Lab at University of Maryland, College Park's profile picture Tianyi Lab's profile picture Common Pile's profile picture PixelProse's profile picture University of Maryland's profile picture Gemstones 💎: A Model Suite for Multi-Faceted Scaling Laws's profile picture Gemstones 💎: A Model Suite for Multi-Faceted Scaling Laws (Cooldowns)'s profile picture Gemstones 💎: A Model Suite for Multi-Faceted Scaling Laws (LR Ablation)'s profile picture GenQA: Generating Millions of Instructions from a Handful of Prompts's profile picture

authored a paper over 1 year ago

Scaling up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach

Paper • 2502.05171 • Published Feb 7, 2025 • 160
authored a paper about 2 years ago

Transformers Can Do Arithmetic with the Right Embeddings

Paper • 2405.17399 • Published May 27, 2024 • 55
authored 4 papers about 3 years ago

Bring Your Own Data! Self-Supervised Evaluation for Large Language Models

Paper • 2306.13651 • Published Jun 23, 2023 • 16

On the Reliability of Watermarks for Large Language Models

Paper • 2306.04634 • Published Jun 7, 2023 • 6

A Watermark for Large Language Models

Paper • 2301.10226 • Published Jan 24, 2023 • 9

Tree-Ring Watermarks: Fingerprints for Diffusion Images that are Invisible and Robust

Paper • 2305.20030 • Published May 31, 2023 • 9
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