Joe Benton

5 papers · 2022–2025 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird 👥 Mega-Team · Squad

🧭 Keyword Pioneer

Venues

ICLR (2) NeurIPS (2) JMLR (1)

Top co-authors

Arnaud Doucet (3) Rylan Schaeffer (2) George Deligiannidis (2) Rajashree Agrawal (2) Ethan Perez (2) Valentin De Bortoli (2) Mrinank Sharma (2) Henry Sleight (1) Dan Valentine (1) Deep Ganguli (1)

Research topics

Machine Learning (4) Deep Learning (3) Models (3) Optimization & Theory (3) Artificial Intelligence (2) Core AI (2) Mathematics & Optimization (1) Natural Language Processing (1) Architectures (1) Bayesian & Probabilistic (1) Learning Types (1) Optimization (1) Resources & Methods (1)

Keywords

diffusion model (2) variational inference (2) kl divergence (1) markov chain (1) gaussian noise (1) continuous time (1) adversarial attack (1) generative model (1) convergence bound (1) vision-language model (1) jailbreaking attack (1) discrete diffusion (1) denoising diffusion model (1) adversarial prompt (1) red teaming (1) context window (1) discrete data (1) alpha divergence (1) continuous-time markov chain (1) sampling algorithm (1)

Papers

Failures to Find Transferable Image Jailbreaks Between Vision-Language Models ICLR 2025 Many-shot Jailbreaking NeurIPS 2024 Nearly d-Linear Convergence Bounds for Diffusion Models via Stochastic Localization ICLR 2024 Alpha-divergence Variational Inference Meets Importance Weighted Auto-Encoders: Methodology and Asymptotics JMLR 2023 A Continuous Time Framework for Discrete Denoising Models NeurIPS 2022