8 citations · 17 across the 6 of their papers we have counts for
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cs.LG2021★ 1 cited
The DEformer: An Order-Agnostic Distribution Estimating Transformer
Michael A. Alcorn, Anh Nguyen
Order-agnostic autoregressive distribution (density) estimation (OADE), i.e., autoregressive distribution estimation where the features can occur in an arbitrary order, is a challe…
cs.LG2021★ 3 cited
baller2vec++: A Look-Ahead Multi-Entity Transformer For Modeling Coordinated Agents
Michael A. Alcorn, Anh Nguyen
In many multi-agent spatiotemporal systems, agents operate under the influence of shared, unobserved variables (e.g., the play a team is executing in a game of basketball). As a re…
cs.LG2021★ 8 cited
baller2vec: A Multi-Entity Transformer For Multi-Agent Spatiotemporal Modeling
Michael A. Alcorn, Anh Nguyen
Multi-agent spatiotemporal modeling is a challenging task from both an algorithmic design and computational complexity perspective. Recent work has explored the efficacy of traditi…