| Learning to Encode Position for Transformer with Continuous Dynamical Model | Mar 13, 2020 | Inductive BiasLinguistic Acceptability | CodeCode Available | 1 |
| Generalizing Convolutional Neural Networks for Equivariance to Lie Groups on Arbitrary Continuous Data | Feb 25, 2020 | Inductive BiasTranslation | CodeCode Available | 1 |
| An Inductive Bias for Distances: Neural Nets that Respect the Triangle Inequality | Feb 14, 2020 | Inductive BiasMetric Learning | CodeCode Available | 1 |
| Neural Arithmetic Units | Jan 14, 2020 | Inductive Bias | CodeCode Available | 1 |
| From Learning to Meta-Learning: Reduced Training Overhead and Complexity for Communication Systems | Jan 5, 2020 | BIG-bench Machine LearningInductive Bias | CodeCode Available | 1 |
| Inductive Relation Prediction by Subgraph Reasoning | Nov 16, 2019 | Graph EmbeddingGraph Neural Network | CodeCode Available | 1 |
| A Hierarchical Probabilistic U-Net for Modeling Multi-Scale Ambiguities | May 30, 2019 | DiversityInductive Bias | CodeCode Available | 1 |
| Exact Hard Monotonic Attention for Character-Level Transduction | May 15, 2019 | Hard AttentionInductive Bias | CodeCode Available | 1 |
| 3D Packing for Self-Supervised Monocular Depth Estimation | May 6, 2019 | Depth EstimationInductive Bias | CodeCode Available | 1 |
| Speech and Speaker Recognition from Raw Waveform with SincNet | Dec 13, 2018 | Inductive BiasSpeaker Recognition | CodeCode Available | 1 |
| Relational inductive biases, deep learning, and graph networks | Jun 4, 2018 | Decision MakingDeep Learning | CodeCode Available | 1 |
| Deep Image Prior | Nov 29, 2017 | DenoisingFeature Upsampling | CodeCode Available | 1 |
| π^3: Scalable Permutation-Equivariant Visual Geometry Learning | Jul 17, 2025 | Camera Pose EstimationDepth Estimation | —Unverified | 0 |
| What Has a Foundation Model Found? Using Inductive Bias to Probe for World Models | Jul 9, 2025 | Inductive Bias | —Unverified | 0 |
| Learning from Anatomy: Supervised Anatomical Pretraining (SAP) for Improved Metastatic Bone Disease Segmentation in Whole-Body MRI | Jun 24, 2025 | AnatomyInductive Bias | —Unverified | 0 |
| Enhancing Image Restoration Transformer via Adaptive Translation Equivariance | Jun 23, 2025 | Image RestorationInductive Bias | —Unverified | 0 |
| ResNets Are Deeper Than You Think | Jun 17, 2025 | Inductive Bias | —Unverified | 0 |
| Directed Acyclic Graph Convolutional Networks | Jun 13, 2025 | Causal InferenceComputational Efficiency | —Unverified | 0 |
| The Less You Depend, The More You Learn: Synthesizing Novel Views from Sparse, Unposed Images without Any 3D Knowledge | Jun 11, 2025 | 3DGSGeneralizable Novel View Synthesis | —Unverified | 0 |
| BioLangFusion: Multimodal Fusion of DNA, mRNA, and Protein Language Models | Jun 10, 2025 | Inductive BiasMolecular Property Prediction | —Unverified | 0 |
| 4DGT: Learning a 4D Gaussian Transformer Using Real-World Monocular Videos | Jun 9, 2025 | Inductive Bias | —Unverified | 0 |
| Parameter-free approximate equivariance for tasks with finite group symmetry | Jun 9, 2025 | Inductive Bias | CodeCode Available | 0 |
| Positional Encoding meets Persistent Homology on Graphs | Jun 6, 2025 | Graph ClassificationGraph Representation Learning | CodeCode Available | 0 |
| Reconstructing Heterogeneous Biomolecules via Hierarchical Gaussian Mixtures and Part Discovery | Jun 6, 2025 | 3D ReconstructionInductive Bias | —Unverified | 0 |
| Information Locality as an Inductive Bias for Neural Language Models | Jun 5, 2025 | Inductive Bias | CodeCode Available | 0 |
