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05/11/2023
The ConceptARC Benchmark: Evaluating Understanding and Generalization in the ARC Domain
The abilities to form and abstract concepts is key to human intelligence...
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10/27/2022
Gathering Strength, Gathering Storms: The One Hundred Year Study on Artificial Intelligence (AI100) 2021 Study Panel Report
In September 2021, the "One Hundred Year Study on Artificial Intelligenc...
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10/24/2022
Embodied, Situated, and Grounded Intelligence: Implications for AI
In April of 2022, the Santa Fe Institute hosted a workshop on embodied, ...
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06/28/2022
Evaluating Understanding on Conceptual Abstraction Benchmarks
A long-held objective in AI is to build systems that understand concepts...
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02/10/2022
Abstraction for Deep Reinforcement Learning
We characterise the problem of abstraction in the context of deep reinfo...
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12/13/2021
Frontiers in Collective Intelligence: A Workshop Report
In August of 2021, the Santa Fe Institute hosted a workshop on collectiv...
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10/20/2021
Frontiers in Evolutionary Computation: A Workshop Report
In July of 2021, the Santa Fe Institute hosted a workshop on evolutionar...
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06/03/2021
A Little Robustness Goes a Long Way: Leveraging Universal Features for Targeted Transfer Attacks
Adversarial examples for neural network image classifiers are known to b...
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05/05/2021
Foundations of Intelligence in Natural and Artificial Systems: A Workshop Report
In March of 2021, the Santa Fe Institute hosted a workshop as part of it...
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04/26/2021
Why AI is Harder Than We Think
Since its beginning in the 1950s, the field of artificial intelligence h...
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02/22/2021
Abstraction and Analogy-Making in Artificial Intelligence
Conceptual abstraction and analogy-making are key abilities underlying h...
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02/09/2021
Adversarial Perturbations Are Not So Weird: Entanglement of Robust and Non-Robust Features in Neural Network Classifiers
Neural networks trained on visual data are well-known to be vulnerable t...
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12/11/2020
Next Wave Artificial Intelligence: Robust, Explainable, Adaptable, Ethical, and Accountable
The history of AI has included several "waves" of ideas. The first wave,...
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04/03/2019
Revisiting Visual Grounding
We revisit a particular visual grounding method: the "Image Retrieval Us...
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10/31/2017
Semantic Image Retrieval via Active Grounding of Visual Situations
We describe a novel architecture for semantic image retrieval---in parti...
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05/19/2017
Sparse Coding on Stereo Video for Object Detection
Deep Convolutional Neural Networks (DCNN) require millions of labeled tr...
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03/25/2017
Gaussian Processes with Context-Supported Priors for Active Object Localization
We devise an algorithm using a Bayesian optimization framework in conjun...
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11/16/2016
Fast On-Line Kernel Density Estimation for Active Object Localization
A major goal of computer vision is to enable computers to interpret visu...
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07/02/2016