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02/21/2023
Reusable Slotwise Mechanisms
Agents that can understand and reason over the dynamics of objects can h...
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11/28/2022
Revisiting Over-smoothing and Over-squashing using Ollivier's Ricci Curvature
Graph Neural Networks (GNNs) had been demonstrated to be inherently susc...
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09/29/2022
Improving Generative Flow Networks with Path Regularization
Generative Flow Networks (GFlowNets) are recently proposed models for le...
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10/16/2021
Transformer with a Mixture of Gaussian Keys
Multi-head attention is a driving force behind state-of-the-art transfor...
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12/08/2020