| Sample-efficient Model-based Reinforcement Learning for Quantum Control | Apr 19, 2023 | Inductive BiasModel-based Reinforcement Learning | CodeCode Available | 1 |
| Do deep neural networks have an inbuilt Occam's razor? | Apr 13, 2023 | Inductive Bias | —Unverified | 0 |
| DUFormer: Solving Power Line Detection Task in Aerial Images using Semantic Segmentation | Apr 12, 2023 | Inductive BiasLine Detection | —Unverified | 0 |
| RIFormer: Keep Your Vision Backbone Effective While Removing Token Mixer | Apr 12, 2023 | Inductive Bias | —Unverified | 0 |
| Slide-Transformer: Hierarchical Vision Transformer with Local Self-Attention | Apr 9, 2023 | feature selectionInductive Bias | CodeCode Available | 1 |
| Interpretable statistical representations of neural population dynamics and geometry | Apr 6, 2023 | BenchmarkingDecision Making | CodeCode Available | 1 |
| What Affects Learned Equivariance in Deep Image Recognition Models? | Apr 5, 2023 | Data AugmentationInductive Bias | —Unverified | 0 |
| The power of motifs as inductive bias for learning molecular distributions | Apr 4, 2023 | Drug DiscoveryInductive Bias | —Unverified | 0 |
| ANTN: Bridging Autoregressive Neural Networks and Tensor Networks for Quantum Many-Body Simulation | Apr 4, 2023 | Inductive BiasTensor Networks | CodeCode Available | 0 |
| Abstractors and relational cross-attention: An inductive bias for explicit relational reasoning in Transformers | Apr 1, 2023 | Inductive BiasMathematical Problem-Solving | CodeCode Available | 1 |
| Multifactor Sequential Disentanglement via Structured Koopman Autoencoders | Mar 30, 2023 | DisentanglementInductive Bias | CodeCode Available | 1 |
| SDAT: Sub-Dataset Alternation Training for Improved Image Demosaicing | Mar 28, 2023 | DemosaickingImage Restoration | —Unverified | 0 |
| Filter-informed Spectral Graph Wavelet Networks for Multiscale Feature Extraction and Intelligent Fault Diagnosis | Mar 27, 2023 | DiagnosticFault Diagnosis | CodeCode Available | 1 |
| Multiphysics discovery with moving boundaries using Ensemble SINDy and Peridynamic Differential Operator | Mar 27, 2023 | Inductive Bias | CodeCode Available | 0 |
| An Information Extraction Study: Take In Mind the Tokenization! | Mar 27, 2023 | Inductive BiasNamed Entity Recognition (NER) | CodeCode Available | 0 |
| MoViT: Memorizing Vision Transformers for Medical Image Analysis | Mar 27, 2023 | Decision MakingInductive Bias | —Unverified | 0 |
| Object-Centric Relational Representations for Image Generation | Mar 26, 2023 | Image GenerationInductive Bias | CodeCode Available | 0 |
| VisCo Grids: Surface Reconstruction with Viscosity and Coarea Grids | Mar 25, 2023 | Inductive BiasSurface Reconstruction | —Unverified | 0 |
| Supervised Masked Knowledge Distillation for Few-Shot Transformers | Mar 25, 2023 | Few-Shot LearningInductive Bias | CodeCode Available | 1 |
| NeRF-GAN Distillation for Efficient 3D-Aware Generation with Convolutions | Mar 22, 2023 | Image GenerationInductive Bias | CodeCode Available | 1 |
| Multiscale Attention via Wavelet Neural Operators for Vision Transformers | Mar 22, 2023 | Inductive BiasOperator learning | —Unverified | 0 |
| CC3D: Layout-Conditioned Generation of Compositional 3D Scenes | Mar 21, 2023 | Inductive Bias | —Unverified | 0 |
| Projections of Model Spaces for Latent Graph Inference | Mar 21, 2023 | Inductive Biasmodel | —Unverified | 0 |
| Modeling Relational Patterns for Logical Query Answering over Knowledge Graphs | Mar 21, 2023 | Inductive BiasKnowledge Graphs | —Unverified | 0 |
| Deep Image Fingerprint: Towards Low Budget Synthetic Image Detection and Model Lineage Analysis | Mar 19, 2023 | Inductive BiasSynthetic Image Detection | CodeCode Available | 1 |
