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

JonasGeiping updated a dataset 2 days ago

tomg-group-umd/huginn-dataset

ahans1 authored a paper 17 days ago

Has My System Prompt Been Used? Large Language Model Prompt Membership Inference

tomgoldstein authored a paper 28 days ago

Scaling up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach

View all activity

tomg-group-umd's activity

JonasGeiping

updated a dataset 2 days ago

tomg-group-umd/huginn-dataset

Viewer • Updated 2 days ago • 7.83M • 39

ahans1

authored a paper 17 days ago

Has My System Prompt Been Used? Large Language Model Prompt Membership Inference

Paper • 2502.09974 • Published 24 days ago • 2

tomgoldstein

authored a paper 28 days ago

Scaling up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach

Paper • 2502.05171 • Published about 1 month ago • 122

jwkirchenbauer

authored a paper 28 days ago

Scaling up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach

Paper • 2502.05171 • Published about 1 month ago • 122

nsjain

authored a paper 28 days ago

Scaling up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach

Paper • 2502.05171 • Published about 1 month ago • 122

JonasGeiping

authored a paper 28 days ago

Scaling up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach

Paper • 2502.05171 • Published about 1 month ago • 122

smcleish

authored a paper 28 days ago

Scaling up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach

Paper • 2502.05171 • Published about 1 month ago • 122

JonasGeiping

authored a paper about 1 month ago

Great Models Think Alike and this Undermines AI Oversight

Paper • 2502.04313 • Published Feb 6 • 31

jiuhai

authored a paper 3 months ago

Florence-VL: Enhancing Vision-Language Models with Generative Vision Encoder and Depth-Breadth Fusion

Paper • 2412.04424 • Published Dec 5, 2024 • 61

seyedhamidreza

authored a paper 4 months ago

SALSA: Soup-based Alignment Learning for Stronger Adaptation in RLHF

Paper • 2411.01798 • Published Nov 4, 2024 • 8

vasusingla

authored a paper 8 months ago

From Pixels to Prose: A Large Dataset of Dense Image Captions

Paper • 2406.10328 • Published Jun 14, 2024 • 18

schwarzschild

authored a paper 8 months ago

Benchmarking ChatGPT on Algorithmic Reasoning

Paper • 2404.03441 • Published Apr 4, 2024

smcleish

authored 2 papers 8 months ago

Benchmarking ChatGPT on Algorithmic Reasoning

Paper • 2404.03441 • Published Apr 4, 2024

The CLRS-Text Algorithmic Reasoning Language Benchmark

Paper • 2406.04229 • Published Jun 6, 2024 • 3

khalidsaifullaah

authored a paper 8 months ago

LiveBench: A Challenging, Contamination-Free LLM Benchmark

Paper • 2406.19314 • Published Jun 27, 2024 • 23

tomgoldstein

authored a paper 8 months ago

LiveBench: A Challenging, Contamination-Free LLM Benchmark

Paper • 2406.19314 • Published Jun 27, 2024 • 23

nsjain

authored a paper 8 months ago

LiveBench: A Challenging, Contamination-Free LLM Benchmark

Paper • 2406.19314 • Published Jun 27, 2024 • 23

nsjain

authored a paper 9 months ago

GenQA: Generating Millions of Instructions from a Handful of Prompts

Paper • 2406.10323 • Published Jun 14, 2024 • 5

kaiyuyue

authored a paper 9 months ago

From Pixels to Prose: A Large Dataset of Dense Image Captions

Paper • 2406.10328 • Published Jun 14, 2024 • 18

ahans1

authored a paper 9 months ago

Be like a Goldfish, Don't Memorize! Mitigating Memorization in Generative LLMs

Paper • 2406.10209 • Published Jun 14, 2024 • 8