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

smcleish authored a paper 2 days ago

End-to-End Context Compression at Scale

leonli66 authored a paper 4 days ago

End-to-End Context Compression at Scale

smcleish updated a collection 17 days ago

Retrofitting Recurrence

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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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Collections 15

View 15 collections

spaces 5

A Watermark for LLMs

Generate text with a watermark

DynaGuard

Dynaguard v1

CinePileLeaderboard

Video-LLM evaluations on CinePile's evaluation split.

Binoculars

Launch an interactive web demo with Gradio

Pez Dispenser

models 18

tomg-group-umd/DynaGuard-1.7B

Text Generation • Updated Sep 3, 2025 • 413 • • 3

tomg-group-umd/DynaGuard-4B

Text Generation • 4B • Updated Sep 3, 2025 • 26 • 2

tomg-group-umd/DynaGuard-8B

Text Generation • 8B • Updated Sep 3, 2025 • 1.47k • • 15

tomg-group-umd/step-00010720-baseline_2_0

Text Generation • 4B • Updated Aug 22, 2025 • 4

tomg-group-umd/zero-model-checkpoints

Image-Text-to-Text • Updated Aug 5, 2025 • 2

tomg-group-umd/huginn-0125

Text Generation • 4B • Updated Jul 29, 2025 • 19.6k • 300

tomg-group-umd/huginn_swa_75_7_ema_0.9_merge

Text Generation • 4B • Updated Jul 17, 2025 • 18 • 1

tomg-group-umd/step-00006144-recurrence_full_512_0

Text Generation • 4B • Updated Jul 17, 2025 • 11

tomg-group-umd/step-00011904-recurrence_full_512_0

Text Generation • 4B • Updated Jul 17, 2025 • 9

tomg-group-umd/step-00017920-recurrence_full_512_0

Text Generation • 4B • Updated Jul 17, 2025 • 5

datasets 12

tomg-group-umd/pixelprose

Viewer • Updated Dec 13, 2025 • 15.6M • 715 • 166

tomg-group-umd/PHORECAST

Viewer • Updated Oct 6, 2025 • 36.1k • 3 • 1

tomg-group-umd/huginn-dataset

Viewer • Updated Jul 15, 2025 • 274M • 3.09k • 8

tomg-group-umd/gemstones_data_order_sequential

Viewer • Updated Jul 2, 2025 • 170M • 325

tomg-group-umd/gemstones_data_order_parallel

Viewer • Updated Jul 2, 2025 • 170M • 846

tomg-group-umd/argus

Viewer • Updated Jun 10, 2025 • 500 • 163 • 2

tomg-group-umd/morse-500

Updated Jun 9, 2025 • 42

tomg-group-umd/Gemstone-100M-dolma-val-data

Viewer • Updated May 27, 2025 • 49.2k • 20

tomg-group-umd/wiki_10k

Viewer • Updated May 5, 2025 • 10k • 16

tomg-group-umd/alpaca_cleaned_dataset_short

Viewer • Updated Jan 25, 2025 • 32 • 6 • 1

View 12 datasets