10 citations · 42 across the 16 of their papers we have counts for
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cs.CV2020
ExchNet: A Unified Hashing Network for Large-Scale Fine-Grained Image Retrieval
Quan Cui, Qing-Yuan Jiang, Xiu-Shen Wei +2
Retrieving content relevant images from a large-scale fine-grained dataset could suffer from intolerably slow query speed and highly redundant storage cost, due to high-dimensional…
cs.LG2020★ 1 cited
TOMA: Topological Map Abstraction for Reinforcement Learning
Zhao-Heng Yin, Wu-Jun Li
Animals are able to discover the topological map (graph) of surrounding environment, which will be used for navigation. Inspired by this biological phenomenon, researchers have rec…
stat.ML2020★ 4 cited
Stagewise Enlargement of Batch Size for SGD-based Learning
Shen-Yi Zhao, Yin-Peng Xie, Wu-Jun Li
Existing research shows that the batch size can seriously affect the performance of stochastic gradient descent~(SGD) based learning, including training speed and generalization ab…