Tom Goldstein's Lab at University of Maryland, College Park

university

http://www.cs.umd.edu/~tomg/

AI & ML interests

AI security & privacy, algorithmic bias, foundations of ML

Recent Activity

ahans1 updated a collection 24 days ago

Goldfish Loss: Mitigating Memorization in LLMs

smcleish updated a collection 25 days ago

smcleish updated a collection 25 days ago

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Papers

Teaching Pretrained Language Models to Think Deeper with Retrofitted Recurrence

Gemstones: A Model Suite for Multi-Faceted Scaling Laws

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updated a collection 24 days ago

Goldfish Loss: Mitigating Memorization in LLMs

This collection contains artifacts from our paper titled: "Be like a Goldfish, Don't Memorize! Mitigating Memorization in Generative LLMs." • 9 items • Updated 24 days ago • 3

updated a collection 25 days ago

CLRS-Text

Hugging Face collection for all things CLRS-Text • 5 items • Updated 25 days ago

authored a paper about 1 month ago

Image Generation with a Sphere Encoder

Paper • 2602.15030 • Published Feb 16 • 16

updated a collection about 2 months ago

Sphere Encoder

Image Generation with a Sphere Encoder • 3 items • Updated Mar 12

submitted a paper to Daily Papers about 2 months ago

Image Generation with a Sphere Encoder

Paper • 2602.15030 • Published Feb 16 • 16

updated a collection about 2 months ago

Sphere Encoder

Image Generation with a Sphere Encoder • 3 items • Updated Mar 12

updated a collection about 2 months ago

MTP-LM

Models to accompany "Multi-Token Prediction via Self-Distillation" (arxiv:2602.06019) • 4 items • Updated Mar 15 • 3

submitted a paper to Daily Papers about 2 months ago

NESSiE: The Necessary Safety Benchmark -- Identifying Errors that should not Exist

Paper • 2602.16756 • Published Feb 18 • 4

in tomg-group-umd/huginn-dataset 2 months ago

📋 Documentation Enhancement Suggestion

#4 opened 2 months ago by

updated a collection 2 months ago

MTP-LM

Models to accompany "Multi-Token Prediction via Self-Distillation" (arxiv:2602.06019) • 4 items • Updated Mar 15 • 3

updated a collection 2 months ago

MTP-LM

Models to accompany "Multi-Token Prediction via Self-Distillation" (arxiv:2602.06019) • 4 items • Updated Mar 15 • 3

in Gemstone-Models/Gemstone-512x13 3 months ago

Update README.md

#1 opened 3 months ago by

updated a collection 4 months ago

PixelProse

4 items • Updated Feb 25

updated a dataset 4 months ago

tomg-group-umd/pixelprose

Viewer • Updated Dec 13, 2025 • 15.6M • 501 • 164