52 citations · 176 across the 14 of their papers we have counts for
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cs.LG2022★ 3 cited
MIXRTs: Toward Interpretable Multi-Agent Reinforcement Learning via Mixing Recurrent Soft Decision Trees
Zichuan Liu, Yuanyang Zhu, Zhi Wang +2
While achieving tremendous success in various fields, existing multi-agent reinforcement learning (MARL) with a black-box neural network makes decisions in an opaque manner that hi…
cs.MM2022★ 52 cited
Adaptive Marginalized Semantic Hashing for Unpaired Cross-Modal Retrieval
Kaiyi Luo, Chao Zhang, Huaxiong Li +2
In recent years, Cross-Modal Hashing (CMH) has aroused much attention due to its fast query speed and efficient storage. Previous literatures have achieved promising results for Cr…
cs.LG2022★ 2 cited
Model-Aware Contrastive Learning: Towards Escaping the Dilemmas
Zizheng Huang, Haoxing Chen, Ziqi Wen +4
Contrastive learning (CL) continuously achieves significant breakthroughs across multiple domains. However, the most common InfoNCE-based methods suffer from some dilemmas, such as…