67 citations · 309 across the 11 of their papers we have counts for
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cs.LG2021★ 1 cited
FedProto: Federated Prototype Learning across Heterogeneous Clients
Yue Tan, Guodong Long, Lu Liu +4
Heterogeneity across clients in federated learning (FL) usually hinders the optimization convergence and generalization performance when the aggregation of clients' knowledge occur…
q-bio.NC2021★ 21 cited
Episodic memory governs choices: An RNN-based reinforcement learning model for decision-making task
Xiaohan Zhang, Lu Liu, Guodong Long +2
Typical methods to study cognitive function are to record the electrical activities of animal neurons during the training of animals performing behavioral tasks. A key problem is t…
cs.CV2021★ 11 cited
Isometric Propagation Network for Generalized Zero-shot Learning
Lu Liu, Tianyi Zhou, Guodong Long +3
Zero-shot learning (ZSL) aims to classify images of an unseen class only based on a few attributes describing that class but no access to any training sample. A popular strategy is…