Tom Goldstein

University of Maryland, Department of Computer Science, College Park, MD, USA

33 papers at tracked venues · 28 at CORE A* · active 2024–2025

DBLP profile ↗ORCID 0000-0003-1660-9307 ↗Google Scholar ↗Homepage ↗

Venues

NeurIPS ×13 CVPR ×4 ICLR ×4 ICML ×4 ICCV ×2 NAACL ×2 AAAI ×1 AAMAS ×1 ECCV ×1 ICRA ×1

Frequent coauthors

Jonas Geiping

×12

Micah Goldblum

×9

John Kirchenbauer

×8

Yuxin Wen

×7

Furong Huang

×7

Gowthami Somepalli

×7

Abhinav Bhatele

×5

Neel Jain

×5

Avi Schwarzschild

×5

Heng Huang

×4

Tianyi Zhou

×4

Aniruddha Saha

×4

Papers

A Technical Report on "Erasing the Invisible": The 2024 NeurIPS Competition on Stress Testing Image Watermarks
NeurIPS 2025 ·
Mucong Ding
,
Bang An
,
Tahseen Rabbani
,
Chenghao Deng
,
Anirudh Satheesh
,
Souradip Chakraborty
,
Mehrdad Saberi
,
Yuxin Wen
,
Kyle Sang
,
Aakriti Agrawal
,
Xuandong Zhao
,
Mo Zhou
,
Mary-Anne Hartley
,
Lei Li
,
Yu-Xiang Wang
,
Vishal M. Patel
,
Soheil Feizi
, Tom Goldstein,
Furong Huang
ARGUS: Hallucination and Omission Evaluation in Video-LLMs
ICCV 2025 ·
Ruchit Rawal
,
Reza Shirkavand
,
Heng Huang
,
Gowthami Somepalli
, Tom Goldstein
Can Watermarking Large Language Models Prevent Copyrighted Text Generation and Hide Training Data?
AAAI 2025 ·
Michael-Andrei Panaitescu-Liess
,
Zora Che
,
Bang An
,
Yuancheng Xu
,
Pankayaraj Pathmanathan
,
Souradip Chakraborty
,
Sicheng Zhu
, Tom Goldstein,
Furong Huang
Dense Backpropagation Improves Training for Sparse Mixture-of-Experts
NeurIPS 2025 ·
Ashwinee Panda
,
Vatsal Baherwani
,
Zain Sarwar
,
Benjamin Thérien
,
Sambit Sahu
, Tom Goldstein,
Supriyo Chakraborty
Efficient Fine-Tuning and Concept Suppression for Pruned Diffusion Models
CVPR 2025 ·
Reza Shirkavand
,
Peiran Yu
,
Shangqian Gao
,
Gowthami Somepalli
, Tom Goldstein,
Heng Huang
Enhancing Visual-Language Modality Alignment in Large Vision Language Models via Self-Improvement
NAACL 2025 ·
Xiyao Wang
,
Jiuhai Chen
,
Zhaoyang Wang
,
Yuhang Zhou
,
Yiyang Zhou
,
Huaxiu Yao
,
Tianyi Zhou
, Tom Goldstein,
Parminder Bhatia
,
Taha A. Kass-Hout
,
Furong Huang
,
Cao Xiao
FineGRAIN: Evaluating Failure Modes of Text-to-Image Models with Vision Language Model Judges
NeurIPS 2025 ·
Kevin David Hayes
,
Micah Goldblum
,
Vikash Sehwag
,
Gowthami Somepalli
,
Ashwinee Panda
, Tom Goldstein
Gemstones: A Model Suite for Multi-Faceted Scaling Laws
NeurIPS 2025 ·
Sean McLeish
,
John Kirchenbauer
,
David Yu Miller
,
Siddharth Singh
,
Abhinav Bhatele
,
Micah Goldblum
,
Ashwinee Panda
, Tom Goldstein
LLM-Generated Passphrases That Are Secure and Easy to Remember
NAACL 2025 ·
Jie S. Li
,
Jonas Geiping
,
Micah Goldblum
,
Aniruddha Saha
, Tom Goldstein
LiveBench: A Challenging, Contamination-Limited LLM Benchmark
ICLR 2025 ·
Colin White
,
Samuel Dooley
,
Manley Roberts
,
Arka Pal
,
Benjamin Feuer
,
Siddhartha Jain
,
Ravid Shwartz-Ziv
,
Neel Jain
,
Khalid Saifullah
,
Sreemanti Dey
,
Shubh-Agrawal
,
Sandeep Singh Sandha
,
Siddartha V. Naidu
,
Chinmay Hegde
,
Yann LeCun
, Tom Goldstein,
Willie Neiswanger
,
Micah Goldblum
Multimodal Agentic Model Predictive Control
AAMAS 2025 ·
Saptarashmi Bandyopadhyay
,
John (Jack) Cole
, Tom Goldstein,
David Jacobs
PUP 3D-GS: Principled Uncertainty Pruning for 3D Gaussian Splatting
CVPR 2025 ·
Alex Hanson
,
Allen Tu
,
Vasu Singla
,
Mayuka Jayawardhana
,
Matthias Zwicker
, Tom Goldstein
Quantifying Cross-Modality Memorization in Vision-Language Models
NeurIPS 2025 ·
Yuxin Wen
,
Yangsibo Huang
, Tom Goldstein,
Ravi Kumar
,
Badih Ghazi
,
Chiyuan Zhang
Scaling up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach
NeurIPS 2025 ·
Jonas Geiping
,
Sean McLeish
,
Neel Jain
,
John Kirchenbauer
,
Siddharth Singh
,
Brian R. Bartoldson
,
Bhavya Kailkhura
,
Abhinav Bhatele
, Tom Goldstein
Speedy-Splat: Fast 3D Gaussian Splatting with Sparse Pixels and Sparse Primitives
CVPR 2025 ·
Alex Hanson
,
Allen Tu
,
Geng Lin
,
Vasu Singla
,
Matthias Zwicker
, Tom Goldstein
The Common Pile v0.1: An 8TB Dataset of Public Domain and Openly Licensed Text
NeurIPS 2025 ·
Nikhil Kandpal
,
Brian Lester
,
Colin A. Raffel
,
Sebastian Majstorovic
,
Stella Biderman
,
Baber Abbasi
,
Luca Soldaini
,
Enrico Shippole
,
A. Feder Cooper
,
Aviya Skowron
,
Shayne Longpre
,
Lintang Sutawika
,
Alon Albalak
,
Zhenlin Xu
,
Guilherme Penedo
,
Loubna Ben Allal
,
Elie Bakouch
,
John David Pressman
,
Honglu Fan
,
Dashiell Stander
,
Guangyu Song
,
Aaron Gokaslan
,
John Kirchenbauer
, Tom Goldstein,
Brian R. Bartoldson
,
Bhavya Kailkhura
,
Tyler Murray
Zero-Shot Vision Encoder Grafting via LLM Surrogates
ICCV 2025 ·
Kaiyu Yue
,
Vasu Singla
,
Menglin Jia
,
John Kirchenbauer
,
Rifaa Qadri
,
Zikui Cai
,
Abhinav Bhatele
,
Furong Huang
, Tom Goldstein
Be like a Goldfish, Don't Memorize! Mitigating Memorization in Generative LLMs
NeurIPS 2024 ·
Abhimanyu Hans
,
John Kirchenbauer
,
Yuxin Wen
,
Neel Jain
,
Hamid Kazemi
,
Prajwal Singhania
,
Siddharth Singh
,
Gowthami Somepalli
,
Jonas Geiping
,
Abhinav Bhatele
, Tom Goldstein
CALVIN: Improved Contextual Video Captioning via Instruction Tuning
NeurIPS 2024 ·
Gowthami Somepalli
,
Arkabandhu Chowdhury
,
Jonas Geiping
,
Ronen Basri
, Tom Goldstein,
David Jacobs
Easy2Hard-Bench: Standardized Difficulty Labels for Profiling LLM Performance and Generalization
NeurIPS 2024 ·
Mucong Ding
,
Chenghao Deng
,
Jocelyn Choo
,
Zichu Wu
,
Aakriti Agrawal
,
Avi Schwarzschild
,
Tianyi Zhou
, Tom Goldstein,
John Langford
,
Animashree Anandkumar
,
Furong Huang
Hierarchical Point Attention for Indoor 3D Object Detection
ICRA 2024 ·
Manli Shu
,
Le Xue
,
Ning Yu
,
Roberto Martín-Martín
,
Caiming Xiong
, Tom Goldstein,
Juan Carlos Niebles
,
Ran Xu
InstructZero: Efficient Instruction Optimization for Black-Box Large Language Models
ICML 2024 ·
Lichang Chen
,
Jiuhai Chen
, Tom Goldstein,
Heng Huang
,
Tianyi Zhou
Investigating Style Similarity in Diffusion Models
ECCV 2024 ·
Gowthami Somepalli
,
Anubhav Gupta
,
Kamal Gupta
,
Shramay Palta
,
Micah Goldblum
,
Jonas Geiping
,
Abhinav Shrivastava
, Tom Goldstein
NEFTune: Noisy Embeddings Improve Instruction Finetuning
ICLR 2024 ·
Neel Jain
,
Ping-yeh Chiang
,
Yuxin Wen
,
John Kirchenbauer
,
Hong-Min Chu
,
Gowthami Somepalli
,
Brian R. Bartoldson
,
Bhavya Kailkhura
,
Avi Schwarzschild
,
Aniruddha Saha
,
Micah Goldblum
,
Jonas Geiping
, Tom Goldstein
ODIN: Disentangled Reward Mitigates Hacking in RLHF
ICML 2024 ·
Lichang Chen
,
Chen Zhu
,
Jiuhai Chen
,
Davit Soselia
,
Tianyi Zhou
, Tom Goldstein,
Heng Huang
,
Mohammad Shoeybi
,
Bryan Catanzaro
Object Recognition as Next Token Prediction
CVPR 2024 ·
Kaiyu Yue
,
Bor-Chun Chen
,
Jonas Geiping
,
Hengduo Li
, Tom Goldstein,
Ser-Nam Lim
On the Reliability of Watermarks for Large Language Models
ICLR 2024 ·
John Kirchenbauer
,
Jonas Geiping
,
Yuxin Wen
,
Manli Shu
,
Khalid Saifullah
,
Kezhi Kong
,
Kasun Fernando
,
Aniruddha Saha
,
Micah Goldblum
, Tom Goldstein
Privacy Backdoors: Enhancing Membership Inference through Poisoning Pre-trained Models
NeurIPS 2024 ·
Yuxin Wen
,
Leo Marchyok
,
Sanghyun Hong
,
Jonas Geiping
, Tom Goldstein,
Nicholas Carlini
Shadowcast: Stealthy Data Poisoning Attacks Against Vision-Language Models
NeurIPS 2024 ·
Yuancheng Xu
,
Jiarui Yao
,
Manli Shu
,
Yanchao Sun
,
Zichu Wu
,
Ning Yu
, Tom Goldstein,
Furong Huang
Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text
ICML 2024 ·
Abhimanyu Hans
,
Avi Schwarzschild
,
Valeriia Cherepanova
,
Hamid Kazemi
,
Aniruddha Saha
,
Micah Goldblum
,
Jonas Geiping
, Tom Goldstein
Transformers Can Do Arithmetic with the Right Embeddings
NeurIPS 2024 ·
Sean McLeish
,
Arpit Bansal
,
Alex Stein
,
Neel Jain
,
John Kirchenbauer
,
Brian R. Bartoldson
,
Bhavya Kailkhura
,
Abhinav Bhatele
,
Jonas Geiping
,
Avi Schwarzschild
, Tom Goldstein
Universal Guidance for Diffusion Models
ICLR 2024 ·
Arpit Bansal
,
Hong-Min Chu
,
Avi Schwarzschild
,
Soumyadip Sengupta
,
Micah Goldblum
,
Jonas Geiping
, Tom Goldstein
WAVES: Benchmarking the Robustness of Image Watermarks
ICML 2024 ·
Bang An
,
Mucong Ding
,
Tahseen Rabbani
,
Aakriti Agrawal
,
Yuancheng Xu
,
Chenghao Deng
,
Sicheng Zhu
,
Abdirisak Mohamed
,
Yuxin Wen
, Tom Goldstein,
Furong Huang