| Empowering Graph Invariance Learning with Deep Spurious Infomax | Jul 13, 2024 | Inductive Bias | CodeCode Available | 0 |
| Adapting Pretrained ViTs with Convolution Injector for Visuo-Motor Control | Jun 10, 2024 | Inductive Bias | CodeCode Available | 0 |
| Transformers as Algorithms: Generalization and Stability in In-context Learning | Jan 17, 2023 | Generalization BoundsIn-Context Learning | CodeCode Available | 0 |
| Neural 3D Morphable Models: Spiral Convolutional Networks for 3D Shape Representation Learning and Generation | May 8, 2019 | 3D Shape RepresentationInductive Bias | CodeCode Available | 0 |
| Introducing topography in convolutional neural networks | Oct 28, 2022 | Inductive Bias | CodeCode Available | 0 |
| Intrinsic dimensionality and generalization properties of the R-norm inductive bias | Jun 10, 2022 | Inductive Bias | CodeCode Available | 0 |
| Vision Conformer: Incorporating Convolutions into Vision Transformer Layers | Apr 27, 2023 | Inductive BiasLanguage Modeling | CodeCode Available | 0 |
| Translational Equivariance in Kernelizable Attention | Feb 15, 2021 | Inductive Bias | CodeCode Available | 0 |
| Deep Transformers Thirst for Comprehensive-Frequency Data | Mar 14, 2022 | Inductive Bias | CodeCode Available | 0 |
| An investigation of model-free planning | Jan 11, 2019 | Inductive Biasmodel | CodeCode Available | 0 |
| Interpretations Steered Network Pruning via Amortized Inferred Saliency Maps | Sep 7, 2022 | Inductive BiasNetwork Pruning | CodeCode Available | 0 |
| On Incorporating Inductive Biases into VAEs | Jun 25, 2021 | Inductive Bias | CodeCode Available | 0 |
| Neural Module Networks for Reasoning over Text | Dec 10, 2019 | DiversityInductive Bias | CodeCode Available | 0 |
| GLAD: Learning Sparse Graph Recovery | Jun 1, 2019 | Inductive Bias | CodeCode Available | 0 |
| SIP: Injecting a Structural Inductive Bias into a Seq2Seq Model by Simulation | Oct 1, 2023 | Few-Shot LearningInductive Bias | CodeCode Available | 0 |
| Trivial or impossible -- dichotomous data difficulty masks model differences (on ImageNet and beyond) | Oct 12, 2021 | Inductive Bias | CodeCode Available | 0 |
| Information Locality as an Inductive Bias for Neural Language Models | Jun 5, 2025 | Inductive Bias | CodeCode Available | 0 |
| Do we really need temporal convolutions in action segmentation? | May 26, 2022 | Action ClassificationAction Segmentation | CodeCode Available | 0 |
| Efficient and Robust Jet Tagging at the LHC with Knowledge Distillation | Nov 23, 2023 | Inductive BiasJet Tagging | CodeCode Available | 0 |
| An Information Extraction Study: Take In Mind the Tokenization! | Mar 27, 2023 | Inductive BiasNamed Entity Recognition (NER) | CodeCode Available | 0 |
| E(2) Equivariant Neural Networks for Robust Galaxy Morphology Classification | Nov 2, 2023 | Inductive BiasMorphology classification | CodeCode Available | 0 |
| Neural Symplectic Integrator with Hamiltonian Inductive Bias for the Gravitational N-body Problem | Nov 28, 2021 | Inductive Bias | CodeCode Available | 0 |
| Inductive Bias of Multi-Channel Linear Convolutional Networks with Bounded Weight Norm | Feb 24, 2021 | Inductive Bias | CodeCode Available | 0 |
| Dynamical Mechanism of Sampling-based Stochastic Inference under Probabilistic Population Codes | Jun 10, 2021 | Inductive Bias | CodeCode Available | 0 |
| Karyotype AI for Precision Oncology | Nov 20, 2022 | Few-Shot LearningInductive Bias | CodeCode Available | 0 |