| 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 Robust Stereo Matching in the Wild with Selective Mixture-of-Experts | Jul 7, 2025 | Inductive BiasMixture-of-Experts | CodeCode Available | 2 |
| AGTCNet: A Graph-Temporal Approach for Principled Motor Imagery EEG Classification | Jun 26, 2025 | Brain Computer InterfaceEEG | CodeCode Available | 1 |
| 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 |
| Segment This Thing: Foveated Tokenization for Efficient Point-Prompted Segmentation | Jun 10, 2025 | FoveationImage Segmentation | CodeCode Available | 2 |
| 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 |
| Reconstructing Heterogeneous Biomolecules via Hierarchical Gaussian Mixtures and Part Discovery | Jun 6, 2025 | 3D ReconstructionInductive Bias | —Unverified | 0 |
| Positional Encoding meets Persistent Homology on Graphs | Jun 6, 2025 | Graph ClassificationGraph Representation Learning | CodeCode Available | 0 |
| The Hippocampal Place Field Gradient: An Eigenmode Theory Linking Grid Cell Projections to Multiscale Learning | Jun 5, 2025 | Few-Shot LearningHippocampus | —Unverified | 0 |
| Information Locality as an Inductive Bias for Neural Language Models | Jun 5, 2025 | Inductive Bias | CodeCode Available | 0 |
| Relational reasoning and inductive bias in transformers trained on a transitive inference task | Jun 4, 2025 | In-Context LearningInductive Bias | —Unverified | 0 |
| Learning to cluster neuronal function | Jun 3, 2025 | ClusteringInductive Bias | CodeCode Available | 0 |
| Rodrigues Network for Learning Robot Actions | Jun 3, 2025 | Imitation LearningInductive Bias | —Unverified | 0 |
| Disentangling Granularity: An Implicit Inductive Bias in Factorized VAEs | May 30, 2025 | DisentanglementInductive Bias | —Unverified | 0 |
| Multi-Modal View Enhanced Large Vision Models for Long-Term Time Series Forecasting | May 29, 2025 | Inductive BiasTime Series | —Unverified | 0 |
| Characterising the Inductive Biases of Neural Networks on Boolean Data | May 29, 2025 | Inductive Bias | —Unverified | 0 |
| Differential Information: An Information-Theoretic Perspective on Preference Optimization | May 29, 2025 | Inductive BiasInstruction Following | —Unverified | 0 |
| Equivariant Spherical Transformer for Efficient Molecular Modeling | May 29, 2025 | Inductive Bias | —Unverified | 0 |