inductive bia

Why Are Convolutional Nets More Sample-Efficient than Fully-Connected Nets? ICLR 2021 “A Little Birdie Told Me ... ” - Inductive Biases for Rumour Stance Detection on Social Media EMNLP 2020 An Investigation of Why Overparameterization Exacerbates Spurious Correlations ICML 2020 A Sober Look at the Unsupervised Learning of Disentangled Representations and their Evaluation JMLR 2020 BERTs of a feather do not generalize together: Large variability in generalization across models with similar test set performance EMNLP 2020 Counterexample-Guided Learning of Monotonic Neural Networks NeurIPS 2020 Discovering Symbolic Models from Deep Learning with Inductive Biases NeurIPS 2020 Disentangling Factors of Variations Using Few Labels ICLR 2020 ExpBERT: Representation Engineering with Natural Language Explanations ACL 2020 Generalizing Convolutional Neural Networks for Equivariance to Lie Groups on Arbitrary Continuous Data ICML 2020 Good-Enough Compositional Data Augmentation ACL 2020 Identity Crisis: Memorization and Generalization Under Extreme Overparameterization ICLR 2020 Implementing Inductive bias for different navigation tasks through diverse RNN attrractors ICLR 2020 Inductive Relation Prediction by Subgraph Reasoning ICML 2020 Just Add Functions: A Neural-Symbolic Language Model AAAI 2020 Learning Which Features Matter: RoBERTa Acquires a Preference for Linguistic Generalizations (Eventually) EMNLP 2020 Literature Mining for Incorporating Inductive Bias in Biomedical Prediction Tasks (Student Abstract) AAAI 2020 Modeling and Optimization Trade-off in Meta-learning NeurIPS 2020 Mutual exclusivity as a challenge for deep neural networks NeurIPS 2020 Neural Anisotropy Directions NeurIPS 2020 Neural Arithmetic Units ICLR 2020 Neural Networks Fail to Learn Periodic Functions and How to Fix It NeurIPS 2020 On Mutual Information Maximization for Representation Learning ICLR 2020 Open-Set Short Utterance Forensic Speaker Verification Using Teacher-Student Network with Explicit Inductive Bias Interspeech 2020 Program Synthesis with Pragmatic Communication NeurIPS 2020