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inductive bia

272 papers

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Co-occurring keywords

representation learning (6206) neural network (6616) transfer learning (5449) convolutional neural network (4226) language model (4599) graph neural network (3962) large language model (13587) transformer architecture (1560) attention mechanism (4001) vision transformer (1106)

Papers

Combinatorial Optimization and Reasoning with Graph Neural Networks JMLR 2023
What Do NLP Researchers Believe? Results of the NLP Community Metasurvey ACL 2023
Learning Intuitive Policies Using Action Features ICML 2023
Exploring Automatically Perturbed Natural Language Explanations in Relation Extraction ACL 2023
Teaching to Learn: Sequential Teaching of Learners with Internal States AAAI 2023
Harmonic Neural Networks ICML 2023
An Inductive Bias for Tabular Deep Learning NIPS 2023
Meta-Learning the Inductive Bias of Simple Neural Circuits ICML 2023
Approximation-Generalization Trade-offs under (Approximate) Group Equivariance NIPS 2023
Returning The Favour: When Regression Benefits From Probabilistic Causal Knowledge ICML 2023
Learning Deep Time-index Models for Time Series Forecasting ICML 2023
Lottery Tickets in Evolutionary Optimization: On Sparse Backpropagation-Free Trainability ICML 2023
Architecture Matters: Uncovering Implicit Mechanisms in Graph Contrastive Learning NIPS 2023
Grassmann Manifold Flows for Stable Shape Generation NIPS 2023
Rich Feature Construction for the Optimization-Generalization Dilemma ICML 2022
Amortized Inference for Causal Structure Learning NIPS 2022
A Unified View on PAC-Bayes Bounds for Meta-Learning ICML 2022
What Makes Transfer Learning Work for Medical Images: Feature Reuse & Other Factors CVPR 2022
Bridging the Gap Between Vision Transformers and Convolutional Neural Networks on Small Datasets NIPS 2022
Fast rates for noisy interpolation require rethinking the effect of inductive bias ICML 2022
Equivariance Discovery by Learned Parameter-Sharing AISTATS 2022
Can Functional Transfer Methods Capture Simple Inductive Biases? AISTATS 2022
Input-Level Inductive Biases for 3D Reconstruction CVPR 2022
Task Discovery: Finding the Tasks that Neural Networks Generalize on NIPS 2022
EqR: Equivariant Representations for Data-Efficient Reinforcement Learning ICML 2022