inductive bia

Simpler neural networks prefer subregular languages EMNLP 2023 Simplicity Bias in Transformers and their Ability to Learn Sparse Boolean Functions ACL 2023 StrAE: Autoencoding for Pre-Trained Embeddings using Explicit Structure EMNLP 2023 Strong inductive biases provably prevent harmless interpolation ICLR 2023 Teaching to Learn: Sequential Teaching of Learners with Internal States AAAI 2023 Theoretical Analysis of the Inductive Biases in Deep Convolutional Networks NeurIPS 2023 The SSL Interplay: Augmentations, Inductive Bias, and Generalization ICML 2023 The Surprising Effectiveness of Equivariant Models in Domains with Latent Symmetry ICLR 2023 Vision Transformer Adapter for Dense Predictions ICLR 2023 What Do NLP Researchers Believe? Results of the NLP Community Metasurvey ACL 2023 What is the Inductive Bias of Flatness Regularization? A Study of Deep Matrix Factorization Models NeurIPS 2023 A Closer Look at Learned Optimization: Stability, Robustness, and Inductive Biases NeurIPS 2022 Amortized Inference for Causal Structure Learning NeurIPS 2022 Approximately Equivariant Networks for Imperfectly Symmetric Dynamics ICML 2022 Approximation and Learning with Deep Convolutional Models: a Kernel Perspective ICLR 2022 A Random CNN Sees Objects: One Inductive Bias of CNN and Its Applications AAAI 2022 A Rationale-Centric Framework for Human-in-the-loop Machine Learning ACL 2022 Attention-based Neural Cellular Automata NeurIPS 2022 A Unified View on PAC-Bayes Bounds for Meta-Learning ICML 2022 Bootstrapping ViTs: Towards Liberating Vision Transformers From Pre-Training CVPR 2022 Bridging the Gap Between Vision Transformers and Convolutional Neural Networks on Small Datasets NeurIPS 2022 Can Functional Transfer Methods Capture Simple Inductive Biases? AISTATS 2022 Co-Advise: Cross Inductive Bias Distillation CVPR 2022 Cognitive Simplification Operations Improve Text Simplification CoNLL 2022 Coloring the Blank Slate: Pre-training Imparts a Hierarchical Inductive Bias to Sequence-to-sequence Models ACL 2022