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

sayakpaul submitted a paper 11 days ago

Flash-BoN: Instant Drafts for Inference-Time Scaling in Diffusion Models

smcleish authored a paper about 1 month ago

End-to-End Context Compression at Scale

leonli66 authored a paper about 1 month ago

End-to-End Context Compression at Scale

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Papers

Flash-BoN: Instant Drafts for Inference-Time Scaling in Diffusion Models

Teaching Pretrained Language Models to Think Deeper with Retrofitted Recurrence

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tomg-group-umd 's datasets 12

tomg-group-umd/pixelprose

Viewer • Updated Dec 13, 2025 • 15.6M • 566 • 169

tomg-group-umd/PHORECAST

Viewer • Updated Oct 6, 2025 • 36.1k • 2 • 1

tomg-group-umd/huginn-dataset

Viewer • Updated Jul 15, 2025 • 274M • 1.32k • 9

tomg-group-umd/gemstones_data_order_sequential

Viewer • Updated Jul 2, 2025 • 170M • 422

tomg-group-umd/gemstones_data_order_parallel

Viewer • Updated Jul 2, 2025 • 170M • 490

tomg-group-umd/argus

Viewer • Updated Jun 10, 2025 • 500 • 86 • 2

tomg-group-umd/morse-500

Updated Jun 9, 2025 • 10

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

Viewer • Updated May 27, 2025 • 49.2k • 12

tomg-group-umd/wiki_10k

Viewer • Updated May 5, 2025 • 10k • 22

tomg-group-umd/alpaca_cleaned_dataset_short

Viewer • Updated Jan 25, 2025 • 32 • 16 • 1

tomg-group-umd/cinepile

Viewer • Updated Oct 23, 2024 • 608k • 177 • 94

tomg-group-umd/ContraStyles

Viewer • Updated Jul 31, 2024 • 498k • 90 • 5