| BMapEst: Estimation of Brain Tissue Probability Maps using a Differentiable MRI Simulator | Apr 23, 2024 | Inductive Bias | CodeCode Available | 0 | 5 |
| Inventing art styles with no artistic training data | May 19, 2023 | Inductive Bias | CodeCode Available | 0 | 5 |
| All you need is spin: SU(2) equivariant variational quantum circuits based on spin networks | Sep 13, 2023 | AllInductive Bias | CodeCode Available | 0 | 5 |
| From Images to Connections: Can DQN with GNNs learn the Strategic Game of Hex? | Nov 22, 2023 | Board GamesInductive Bias | CodeCode Available | 0 | 5 |
| Learning Visual Dynamics Models of Rigid Objects using Relational Inductive Biases | Sep 9, 2019 | Inductive Bias | CodeCode Available | 0 | 5 |
| Spectral Convolutional Conditional Neural Processes | Apr 19, 2024 | Inductive BiasMeta-Learning | CodeCode Available | 0 | 5 |
| Forming Trees with Treeformers | Jul 14, 2022 | Abstractive Text SummarizationInductive Bias | —Unverified | 0 | 0 |
| Contrastive Learning Relies More on Spatial Inductive Bias Than Supervised Learning: An Empirical Study | Jan 1, 2023 | Contrastive LearningInductive Bias | —Unverified | 0 | 0 |
| Form follows Function: Text-to-Text Conditional Graph Generation based on Functional Requirements | Nov 1, 2023 | FormGraph Generation | —Unverified | 0 | 0 |
| ConTraNet: A single end-to-end hybrid network for EEG-based and EMG-based human machine interfaces | Jun 21, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| A Theory of Natural Intelligence | Apr 22, 2022 | Inductive Bias | —Unverified | 0 | 0 |
| Forecasting Unobserved Node States with spatio-temporal Graph Neural Networks | Nov 21, 2022 | Graph Neural NetworkInductive Bias | —Unverified | 0 | 0 |
| Forecasting of depth and ego-motion with transformers and self-supervision | Jun 15, 2022 | Inductive Bias | —Unverified | 0 | 0 |
| Forced Variational Integrator Networks for Prediction and Control of Mechanical Systems | Jun 5, 2021 | Inductive Bias | —Unverified | 0 | 0 |
| Continuously Generalized Ordinal Regression for Linear and Deep Models | Feb 14, 2022 | Inductive Biasregression | —Unverified | 0 | 0 |
| A Theory for Emergence of Complex Skills in Language Models | Jul 29, 2023 | Inductive Bias | —Unverified | 0 | 0 |
| On Efficiently Representing Regular Languages as RNNs | Feb 24, 2024 | Inductive Bias | —Unverified | 0 | 0 |
| Finding structure in logographic writing with library learning | May 11, 2024 | Inductive BiasProgram Synthesis | —Unverified | 0 | 0 |
| Few-Shot Learning with Part Discovery and Augmentation from Unlabeled Images | May 25, 2021 | Few-Shot LearningInductive Bias | —Unverified | 0 | 0 |
| A Theoretical Analysis of Fine-tuning with Linear Teachers | Jul 4, 2021 | Inductive Biasregression | —Unverified | 0 | 0 |
| A lightweight Transformer-based model for fish landmark detection | Sep 13, 2022 | Inductive Bias | —Unverified | 0 | 0 |
| Few-shot Learning via Dependency Maximization and Instance Discriminant Analysis | Sep 7, 2021 | Few-Shot LearningInductive Bias | —Unverified | 0 | 0 |
| Constraining Gaussian Processes to Systems of Linear Ordinary Differential Equations | Aug 26, 2022 | Gaussian ProcessesInductive Bias | —Unverified | 0 | 0 |
| SENet: A Spectral Filtering Approach to Represent Exemplars for Few-shot Learning | May 30, 2023 | ClassificationFew-Shot Learning | —Unverified | 0 | 0 |
| FETA: Fairness Enforced Verifying, Training, and Predicting Algorithms for Neural Networks | Jun 1, 2022 | Decision MakingFairness | —Unverified | 0 | 0 |