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

kaiyuyue updated a collection 3 days ago

kaiyuyue submitted a paper 3 days ago

Image Generation with a Sphere Encoder

kaiyuyue updated a collection 4 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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tomg-group-umd 's models 138

tomg-group-umd/Gemstone-1024x28_cooldown

Text Generation • 0.5B • Updated Feb 15, 2025 • 2

tomg-group-umd/Gemstone-384x36_cooldown

Text Generation • 0.1B • Updated Feb 15, 2025 • 1

tomg-group-umd/Gemstone-1792x7_cooldown

Text Generation • 0.5B • Updated Feb 15, 2025 • 2

tomg-group-umd/Gemstone-512x16_cooldown

Text Generation • 0.1B • Updated Feb 15, 2025 • 3

tomg-group-umd/Gemstone-384x13_cooldown

Text Generation • 66.8M • Updated Feb 15, 2025

tomg-group-umd/Gemstone-3072x12_lr_ablation

Text Generation • 2B • Updated Feb 11, 2025 • 1

tomg-group-umd/Gemstone-256x23_lr_ablation

Text Generation • 48.4M • Updated Feb 10, 2025 • 8

tomg-group-umd/Gemstone-1024x28_lr_ablation

Text Generation • 0.5B • Updated Feb 10, 2025 • 6

tomg-group-umd/Gemstone-384x13_lr_ablation

Text Generation • 66.8M • Updated Feb 10, 2025 • 3

tomg-group-umd/Gemstone-2048x27_lr_ablation

Text Generation • 2B • Updated Feb 10, 2025 • 1

tomg-group-umd/Gemstone-512x16_lr_ablation

Text Generation • 0.1B • Updated Feb 10, 2025 • 2

tomg-group-umd/Gemstone-384x36_lr_ablation

Text Generation • 0.1B • Updated Feb 10, 2025 • 2

tomg-group-umd/Gemstone-1792x18_lr_ablation

Text Generation • 1B • Updated Feb 10, 2025 • 2

tomg-group-umd/Gemstone-2560x8_lr_ablation

Text Generation • 1B • Updated Feb 10, 2025 • 3

tomg-group-umd/Gemstone-1536x50_lr_ablation

Text Generation • 2B • Updated Feb 10, 2025 • 2

tomg-group-umd/Gemstone-1280x36_lr_ablation

Text Generation • 1B • Updated Feb 10, 2025 • 1

tomg-group-umd/Gemstone-1792x7_lr_ablation

Text Generation • 0.5B • Updated Feb 10, 2025 • 1

tomg-group-umd/Gemstone-768x45_lr_ablation

Text Generation • 0.5B • Updated Feb 10, 2025

tomg-group-umd/Gemstone-1280x15_lr_ablation

Text Generation • 0.5B • Updated Feb 10, 2025 • 3

tomg-group-umd/Gemstone-768x3_lr_ablation

Text Generation • 0.1B • Updated Feb 10, 2025 • 3

tomg-group-umd/Gemstone-256x80_lr_ablation

Text Generation • 0.1B • Updated Feb 10, 2025 • 1

tomg-group-umd/Gemstone-512x13_lr_ablation

Text Generation • 0.1B • Updated Feb 10, 2025 • 1

tomg-group-umd/Gemstone-512x12_lr_ablation

Text Generation • 98.7M • Updated Feb 10, 2025 • 1

tomg-group-umd/Gemstone-256x71_lr_ablation

Text Generation • 95.6M • Updated Feb 10, 2025 • 2

tomg-group-umd/Gemstone-256x27_lr_ablation

Text Generation • 52.3M • Updated Feb 10, 2025 • 2

tomg-group-umd/Gemstone-512x16

Text Generation • 0.1B • Updated Feb 9, 2025 • 10

tomg-group-umd/Gemstone-3072x12

Text Generation • 2B • Updated Feb 9, 2025 • 2

tomg-group-umd/Gemstone-768x45

Text Generation • 0.5B • Updated Feb 9, 2025 • 1

tomg-group-umd/Gemstone-256x27

Text Generation • 52.3M • Updated Feb 9, 2025 • 6

tomg-group-umd/Gemstone-2560x8

Text Generation • 1B • Updated Feb 7, 2025 • 5 • 1