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

jiuhai authored a paper 28 days ago

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

seyedhamidreza authored a paper about 2 months ago

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

vasusingla authored a paper 6 months ago

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

View all activity

tomg-group-umd's activity

jiuhai

authored a paper 28 days ago

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

Paper • 2412.04424 • Published 29 days ago • 58

seyedhamidreza

authored a paper about 2 months ago

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

Paper • 2411.01798 • Published Nov 4, 2024 • 8

vasusingla

authored a paper 6 months ago

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

Paper • 2406.10328 • Published Jun 14, 2024 • 17

schwarzschild

authored a paper 6 months ago

Benchmarking ChatGPT on Algorithmic Reasoning

Paper • 2404.03441 • Published Apr 4, 2024

smcleish

authored 2 papers 6 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 6 months ago

LiveBench: A Challenging, Contamination-Free LLM Benchmark

Paper • 2406.19314 • Published Jun 27, 2024 • 20

tomgoldstein

authored a paper 6 months ago

LiveBench: A Challenging, Contamination-Free LLM Benchmark

Paper • 2406.19314 • Published Jun 27, 2024 • 20

nsjain

authored 2 papers 6 months ago

LiveBench: A Challenging, Contamination-Free LLM Benchmark

Paper • 2406.19314 • Published Jun 27, 2024 • 20

GenQA: Generating Millions of Instructions from a Handful of Prompts

Paper • 2406.10323 • Published Jun 14, 2024 • 5

kaiyuyue

authored a paper 7 months ago

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

Paper • 2406.10328 • Published Jun 14, 2024 • 17

ahans1

authored a paper 7 months ago

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

Paper • 2406.10209 • Published Jun 14, 2024 • 8

nsjain

authored a paper 7 months ago

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

Paper • 2406.10209 • Published Jun 14, 2024 • 8

vasusingla

authored a paper 7 months ago

Diffusion Art or Digital Forgery? Investigating Data Replication in Diffusion Models

Paper • 2212.03860 • Published Dec 7, 2022

astein0

authored 2 papers 7 months ago

Transformers Can Do Arithmetic with the Right Embeddings

Paper • 2405.17399 • Published May 27, 2024 • 52

Coercing LLMs to do and reveal (almost) anything

Paper • 2402.14020 • Published Feb 21, 2024 • 12

smcleish

authored a paper 7 months ago

Transformers Can Do Arithmetic with the Right Embeddings

Paper • 2405.17399 • Published May 27, 2024 • 52

tomgoldstein

authored a paper 7 months ago

Transformers Can Do Arithmetic with the Right Embeddings

Paper • 2405.17399 • Published May 27, 2024 • 52

schwarzschild

authored a paper 7 months ago

Transformers Can Do Arithmetic with the Right Embeddings

Paper • 2405.17399 • Published May 27, 2024 • 52

JonasGeiping

authored a paper 7 months ago

Transformers Can Do Arithmetic with the Right Embeddings

Paper • 2405.17399 • Published May 27, 2024 • 52