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

jwkirchenbauer updated a collection 3 days ago

JonasGeiping submitted a paper 3 days ago

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

JonasGeiping new activity 7 days ago

tomg-group-umd/huginn-dataset:📋 Documentation Enhancement Suggestion

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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 14

View 14 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 138

tomg-group-umd/DynaGuard-1.7B

Text Generation • Updated Sep 3, 2025 • 84 • 3

tomg-group-umd/DynaGuard-4B

Text Generation • 4B • Updated Sep 3, 2025 • 14 • 2

tomg-group-umd/DynaGuard-8B

Text Generation • 8B • Updated Sep 3, 2025 • 241 • 15

tomg-group-umd/step-00010720-baseline_2_0

Text Generation • 4B • Updated Aug 22, 2025 • 5

tomg-group-umd/LoRI-D_nlu_llama3_rank_64

Text Generation • Updated Aug 13, 2025

tomg-group-umd/LoRI-D_safety_llama3_rank_64

Text Generation • Updated Aug 13, 2025 • 4

tomg-group-umd/LoRI-D_nlu_llama3_rank_32

Text Generation • Updated Aug 13, 2025

tomg-group-umd/LoRI-S_nlu_llama3_rank_32

Text Generation • Updated Aug 13, 2025 • 2

tomg-group-umd/LoRI-S_nlu_llama3_rank_64

Text Generation • Updated Aug 13, 2025 • 2

tomg-group-umd/LoRI-D_code_llama3_rank_32

Text Generation • Updated Aug 13, 2025 • 1

View 138 models

datasets 23

tomg-group-umd/pixelprose

Viewer • Updated Dec 13, 2025 • 15.6M • 444 • 163

tomg-group-umd/huginn-dataset

Viewer • Updated Jul 15, 2025 • 274M • 502k • 6

tomg-group-umd/gemstones_data_order_sequential

Viewer • Updated Jul 2, 2025 • 170M • 91

tomg-group-umd/gemstones_data_order_parallel

Viewer • Updated Jul 2, 2025 • 170M • 94

tomg-group-umd/argus

Viewer • Updated Jun 10, 2025 • 500 • 222 • 1

tomg-group-umd/morse-500

Updated Jun 9, 2025 • 28

tomg-group-umd/fictionalqa_reformatted_triviaqa

Viewer • Updated Jun 9, 2025 • 16.4k • 12

tomg-group-umd/fictionalqa_training_splits

Viewer • Updated Jun 9, 2025 • 107k • 125

tomg-group-umd/fictionalqa

Viewer • Updated Jun 9, 2025 • 31.7k • 114 • 2

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

Viewer • Updated May 27, 2025 • 49.2k • 6

View 23 datasets