image retrieval
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If you are looking for an answer to the question What is Artificial Intelligence? and you only have a minute, then here's the definition the Association for the Advancement of Artificial Intelligence offers on its home page: "the scientific understanding of the mechanisms underlying thought and intelligent behavior and their embodiment in machines."
However, if you are fortunate enough to have more than a minute, then please get ready to embark upon an exciting journey exploring AI (but beware, it could last a lifetime) …
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BinGAN: Learning Compact Binary Descriptors with a Regularized GAN
Maciej Zieba, Piotr Semberecki, Tarek El-Gaaly, Tomasz Trzcinski
Neural Information Processing Systems
Neural Information Processing Systems http://nips.cc/
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Topological RANSAC for instance verification and retrieval without fine-tuning
Neural Information Processing Systems
To address these shortcomings, we introduce a pioneering technique that replaces the spatial model with a topological one within the RANSAC process.
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IDEA: An Invariant Perspective for Efficient Domain Adaptive Image Retrieval
Neural Information Processing Systems
More importantly, we employ a generative model for synthetic samples to simulate the intervention of various non-causal effects, thereby minimizing their impact on hash codes for domain invariance. Comprehensive experiments conducted on benchmark datasets confirm the superior performance of our proposed IDEA compared to a variety of competitive baselines.
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