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 6 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

View all activity

Papers

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

Teaching Pretrained Language Models to Think Deeper with Retrofitted Recurrence

View all Papers

tomg-group-umd 's models 18

tomg-group-umd/DynaGuard-1.7B

Text Generation • Updated Sep 3, 2025 • 563 • • 3

tomg-group-umd/DynaGuard-4B

Text Generation • 4B • Updated Sep 3, 2025 • 75 • 2

tomg-group-umd/DynaGuard-8B

Text Generation • 8B • Updated Sep 3, 2025 • 1.78k • • 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 • 7.5k • 303

tomg-group-umd/huginn_swa_75_7_ema_0.9_merge

Text Generation • 4B • Updated Jul 17, 2025 • 70 • 1

tomg-group-umd/step-00006144-recurrence_full_512_0

Text Generation • 4B • Updated Jul 17, 2025 • 22

tomg-group-umd/step-00011904-recurrence_full_512_0

Text Generation • 4B • Updated Jul 17, 2025 • 8

tomg-group-umd/step-00017920-recurrence_full_512_0

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

tomg-group-umd/step-00023808-recurrence_full_512_0

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

tomg-group-umd/step-00029824-recurrence_full_512_0

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

tomg-group-umd/step-00035840-recurrence_full_512_0

Text Generation • 4B • Updated Jul 17, 2025 • 7

tomg-group-umd/step-00006144-baseline_2_0

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

tomg-group-umd/step-00041728-recurrence_full_512_0

Text Generation • 4B • Updated Jul 17, 2025 • 20

tomg-group-umd/step-00010752-recurrence_full_512_0

Text Generation • 4B • Updated Jul 17, 2025 • 3

tomg-group-umd/huginn_swa_100_10_avg_0.9_merge

Text Generation • 4B • Updated Jul 17, 2025 • 3

tomg-group-umd/CSD-ViT-L

Image Feature Extraction • Updated Sep 4, 2024 • 145 • 6