Adversarial Reciprocal Points Learning for Open Set Recognition

Open set recognition (OSR), aiming to simultaneously classify the seen classes and identify the unseen classes as ’unknown’, is essential for reliable machine learning. The key challenge of OSR…

Fast Class-Wise Updating for Online Hashing

Online image hashing has received increasing research attention recently, which processes large-scale data in a streaming fashion to update the hash functions on-the-fly. To this end, most existing…

MIGO-NAS : Towards Fast and Generalizable Neural Architecture Search

Neural architecture search (NAS) has achieved unprecedented performance in various computer vision tasks. However, most existing NAS methods are defected in search efficiency and model generalizabi…

MISO Unlocks Billions in Saving Through the Application of Operations Researc…

Strong Convergence of some Algorithms for alpha small-strich Pseudo-Contracti…

Finding the Secret of Image Saliency in the Frequency Domain