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07/27/2023
Universal and Transferable Adversarial Attacks on Aligned Language Models
Because "out-of-the-box" large language models are capable of generating...
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04/06/2023
Do the Rewards Justify the Means? Measuring Trade-Offs Between Rewards and Ethical Behavior in the MACHIAVELLI Benchmark
Artificial agents have traditionally been trained to maximize reward, wh...
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03/10/2023
Papaya: Federated Learning, but Fully Decentralized
Federated Learning systems use a centralized server to aggregate model u...
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01/29/2023
Scaling in Depth: Unlocking Robustness Certification on ImageNet
Notwithstanding the promise of Lipschitz-based approaches to determinist...
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10/18/2022
How Would The Viewer Feel? Estimating Wellbeing From Video Scenarios
In recent years, deep neural networks have demonstrated increasingly str...
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06/30/2022
Forecasting Future World Events with Neural Networks
Forecasting future world events is a challenging but valuable task. Fore...
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12/09/2021
PixMix: Dreamlike Pictures Comprehensively Improve Safety Measures
In real-world applications of machine learning, reliable and safe system...
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10/25/2021
What Would Jiminy Cricket Do? Towards Agents That Behave Morally
When making everyday decisions, people are guided by their conscience, a...
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09/07/2020