| Trivial or impossible -- dichotomous data difficulty masks model differences (on ImageNet and beyond) | Oct 12, 2021 | Inductive Bias | CodeCode Available | 0 |
| Deep Bayesian inference for seismic imaging with tasks | Oct 10, 2021 | Bayesian InferenceInductive Bias | CodeCode Available | 0 |
| The Inductive Bias of In-Context Learning: Rethinking Pretraining Example Design | Oct 9, 2021 | ChunkingIn-Context Learning | —Unverified | 0 |
| Lagrangian Neural Network with Differentiable Symmetries and Relational Inductive Bias | Oct 7, 2021 | Inductive Bias | —Unverified | 0 |
| Co-training an Unsupervised Constituency Parser with Weak Supervision | Oct 5, 2021 | Constituency Grammar InductionInductive Bias | CodeCode Available | 0 |
| Leveraging the Inductive Bias of Large Language Models for Abstract Textual Reasoning | Oct 5, 2021 | Inductive Bias | —Unverified | 0 |
| Reconstruction for Powerful Graph Representations | Oct 1, 2021 | Graph ReconstructionGraph Representation Learning | —Unverified | 0 |
| How to deal with missing data in supervised deep learning? | Sep 29, 2021 | Deep LearningInductive Bias | —Unverified | 0 |
| Learning Symmetric Representations for Equivariant World Models | Sep 29, 2021 | Inductive Bias | —Unverified | 0 |
| Is Heterophily A Real Nightmare For Graph Neural Networks on Performing Node Classification? | Sep 29, 2021 | Inductive BiasNode Classification | —Unverified | 0 |
| Inductive Relation Prediction Using Analogy Subgraph Embeddings | Sep 29, 2021 | Inductive BiasInductive Relation Prediction | —Unverified | 0 |
| Modeling label correlations implicitly through latent label encodings for multi-label text classification | Sep 29, 2021 | Inductive BiasMulti Label Text Classification | —Unverified | 0 |
| Momentum Conserving Lagrangian Neural Networks | Sep 29, 2021 | Inductive Bias | —Unverified | 0 |
| Icy: A benchmark for measuring compositional inductive bias of emergent communication models | Sep 29, 2021 | Inductive Bias | —Unverified | 0 |
| Neural tangent kernel eigenvalues accurately predict generalization | Sep 29, 2021 | Inductive Bias | —Unverified | 0 |
| NeuroSED: Learning Subgraph Similarity via Graph Neural Networks | Sep 29, 2021 | Graph Neural NetworkInductive Bias | —Unverified | 0 |
| Recursive Disentanglement Network | Sep 29, 2021 | DisentanglementInductive Bias | —Unverified | 0 |
| Equivariant Neural Network for Factor Graphs | Sep 29, 2021 | Inductive Bias | —Unverified | 0 |
| EqR: Equivariant Representations for Data-Efficient Reinforcement Learning | Sep 29, 2021 | Atari GamesInductive Bias | —Unverified | 0 |
| Shaped Rewards Bias Emergent Language | Sep 29, 2021 | Inductive Bias | —Unverified | 0 |
| 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 |