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03/31/2023
Evaluating GPT-4 and ChatGPT on Japanese Medical Licensing Examinations
As large language models (LLMs) gain popularity among speakers of divers...
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12/22/2022
When are Lemons Purple? The Concept Association Bias of CLIP
Large-scale vision-language models such as CLIP have shown impressive pe...
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04/08/2022
Does Robustness on ImageNet Transfer to Downstream Tasks?
As clean ImageNet accuracy nears its ceiling, the research community is ...
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01/28/2022
Can Wikipedia Help Offline Reinforcement Learning?
Fine-tuning reinforcement learning (RL) models has been challenging beca...
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10/29/2021
Support Recovery with Stochastic Gates: Theory and Application for Linear Models
We analyze the problem of simultaneous support recovery and estimation o...
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10/09/2018
Deep supervised feature selection using Stochastic Gates
In this study, we propose a novel non-parametric embedded feature select...
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03/28/2018
Defending against Adversarial Images using Basis Functions Transformations
We study the effectiveness of various approaches that defend against adv...
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11/17/2015