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06/13/2023
Practice with Graph-based ANN Algorithms on Sparse Data: Chi-square Two-tower model, HNSW, Sign Cauchy Projections
Sparse data are common. The traditional “handcrafted” features are often...
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05/05/2022
LAWS: Look Around and Warm-Start Natural Gradient Descent for Quantum Neural Networks
Variational quantum algorithms (VQAs) have recently received significant...
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06/16/2021
QuantumFed: A Federated Learning Framework for Collaborative Quantum Training
With the fast development of quantum computing and deep learning, quantu...
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03/18/2020
Object-Based Image Coding: A Learning-Driven Revisit
The Object-Based Image Coding (OBIC) that was extensively studied about ...
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06/11/2018