Abhimanyu Hans

2 papers · 2024–2024 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (10)

Venues

ICML (1) NeurIPS (1)

Top co-authors

Hamid Kazemi (2) Tom Goldstein (2) Jonas Geiping (2) Avi Schwarzschild (1) Yuxin Wen (1) Aniruddha Saha (1) Gowthami Somepalli (1) Micah Goldblum (1) Valeriia Cherepanova (1) Prajwal Singhania (1)

Research topics

Artificial Intelligence (2) Machine Learning (2) Natural Language Processing (2) Core AI (2) Deep Learning (1) Security & Privacy (1) Application Areas (1) Core Methods (1) Generation (1) Learning Types (1) Models (1) Privacy (1) Resources & Methods (1)

Keywords

large language model (2) generative model (1) next-token prediction (1) copyright protection (1) privacy protection (1) memorization mitigation (1) privacy risk (1) training objective (1) token dropping (1) llm detection (1) verbatim reproduction (1) zero-shot (1) pre-trained llms (1) text generation (1) contrastive score (1)

Papers

Be like a Goldfish, Don't Memorize! Mitigating Memorization in Generative LLMs NeurIPS 2024 Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text ICML 2024