227 citations · 451 across the 25 of their papers we have counts for
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cs.CV2022★ 2 cited
Delving into Transformer for Incremental Semantic Segmentation
Zekai Xu, Mingyi Zhang, Jiayue Hou +4
Incremental semantic segmentation(ISS) is an emerging task where old model is updated by incrementally adding new classes. At present, methods based on convolutional neural network…
cs.CV2022★ 11 cited
Softmax-free Linear Transformers
Jiachen Lu, Junge Zhang, Xiatian Zhu +3
Vision transformers (ViTs) have pushed the state-of-the-art for visual perception tasks. The self-attention mechanism underpinning the strength of ViTs has a quadratic complexity i…
cs.LG2022
RACA: Relation-Aware Credit Assignment for Ad-Hoc Cooperation in Multi-Agent Deep Reinforcement Learning
Hao Chen, Guangkai Yang, Junge Zhang +2
In recent years, reinforcement learning has faced several challenges in the multi-agent domain, such as the credit assignment issue. Value function factorization emerges as a promi…