| Crossformer: Transformer with Alternated Cross-Layer Guidance | Sep 29, 2021 | Inductive BiasMachine Translation | —Unverified | 0 |
| Brain insights improve RNNs' accuracy and robustness for hierarchical control of continually learned autonomous motor motifs | Sep 29, 2021 | Continual LearningInductive Bias | —Unverified | 0 |
| A Principled Permutation Invariant Approach to Mean-Field Multi-Agent Reinforcement Learning | Sep 29, 2021 | Inductive BiasMulti-agent Reinforcement Learning | —Unverified | 0 |
| Trivial or Impossible --- dichotomous data difficulty masks model differences (on ImageNet and beyond) | Sep 29, 2021 | Inductive Bias | —Unverified | 0 |
| Weakly-Supervised Learning of Disentangled and Interpretable Skills for Hierarchical Reinforcement Learning | Sep 29, 2021 | DecoderHierarchical Reinforcement Learning | —Unverified | 0 |
| Zero-Shot Coordination via Semantic Relationships Between Actions and Observations | Sep 29, 2021 | DiagnosticInductive Bias | —Unverified | 0 |
| ImageNet suffers from dichotomous data difficulty | Sep 28, 2021 | Inductive Bias | —Unverified | 0 |
| DAReN: A Collaborative Approach Towards Reasoning And Disentangling | Sep 27, 2021 | DisentanglementInductive Bias | —Unverified | 0 |
| Uncovering motif interactions from convolutional-attention networks for genomics | Sep 24, 2021 | Inductive Bias | —Unverified | 0 |
| GOPHER: Categorical probabilistic forecasting withgraph structure via local continuous-time dynamics | Sep 22, 2021 | Inductive Bias | —Unverified | 0 |