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09/13/2023
Towards Reliable Dermatology Evaluation Benchmarks
Benchmark datasets for digital dermatology unwittingly contain inaccurac...
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08/23/2023
Augmenting medical image classifiers with synthetic data from latent diffusion models
While hundreds of artificial intelligence (AI) algorithms are now approv...
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06/07/2023
Art and the science of generative AI: A deeper dive
A new class of tools, colloquially called generative AI, can produce hig...
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05/26/2023
SelfClean: A Self-Supervised Data Cleaning Strategy
Most commonly used benchmark datasets for computer vision contain irrele...
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11/23/2022
Improving dermatology classifiers across populations using images generated by large diffusion models
Dermatological classification algorithms developed without sufficiently ...
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09/23/2022
Deceptive AI Systems That Give Explanations Are Just as Convincing as Honest AI Systems in Human-Machine Decision Making
The ability to discern between true and false information is essential t...
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08/15/2022
Computational Empathy Counteracts the Negative Effects of Anger on Creative Problem Solving
How does empathy influence creative problem solving? We introduce a comp...
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07/06/2022
Towards Transparency in Dermatology Image Datasets with Skin Tone Annotations by Experts, Crowds, and an Algorithm
While artificial intelligence (AI) holds promise for supporting healthca...
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07/03/2022
Identifying the Context Shift between Test Benchmarks and Production Data
Across a wide variety of domains, there exists a performance gap between...
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02/25/2022
Human Detection of Political Deepfakes across Transcripts, Audio, and Video
Recent advances in technology for hyper-realistic visual effects provoke...
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08/17/2021
Social influence leads to the formation of diverse local trends
How does the visual design of digital platforms impact user behavior and...
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05/13/2021
Comparing Human and Machine Deepfake Detection with Affective and Holistic Processing
The recent emergence of deepfake videos leads to an important societal q...
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04/20/2021
Evaluating Deep Neural Networks Trained on Clinical Images in Dermatology with the Fitzpatrick 17k Dataset
How does the accuracy of deep neural network models trained to classify ...
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07/06/2019
Human detection of machine manipulated media
Recent advances in neural networks for content generation enable artific...
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03/20/2018