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09/14/2023
When is a Foundation Model a Foundation Model
Recently, several studies have reported on the fine-tuning of foundation...
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08/22/2023
Understanding Hessian Alignment for Domain Generalization
Out-of-distribution (OOD) generalization is a critical ability for deep ...
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03/24/2023
Mathematical Challenges in Deep Learning
Deep models are dominating the artificial intelligence (AI) industry sin...
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10/01/2021
Beyond Neighbourhood-Preserving Transformations for Quantization-Based Unsupervised Hashing
An effective unsupervised hashing algorithm leads to compact binary code...
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12/24/2020
A non-alternating graph hashing algorithm for large scale image search
In the era of big data, methods for improving memory and computational e...
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07/19/2019