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Inductive Bias

Papers

Showing 1–25 of 1529 papers

TitleStatusHype
π^3: Scalable Permutation-Equivariant Visual Geometry Learning—0
What Has a Foundation Model Found? Using Inductive Bias to Probe for World Models—0
Learning Robust Stereo Matching in the Wild with Selective Mixture-of-ExpertsCode2
AGTCNet: A Graph-Temporal Approach for Principled Motor Imagery EEG ClassificationCode1
Learning from Anatomy: Supervised Anatomical Pretraining (SAP) for Improved Metastatic Bone Disease Segmentation in Whole-Body MRI—0
Enhancing Image Restoration Transformer via Adaptive Translation Equivariance—0
ResNets Are Deeper Than You Think—0
Directed Acyclic Graph Convolutional Networks—0
The Less You Depend, The More You Learn: Synthesizing Novel Views from Sparse, Unposed Images without Any 3D Knowledge—0
Segment This Thing: Foveated Tokenization for Efficient Point-Prompted SegmentationCode2
BioLangFusion: Multimodal Fusion of DNA, mRNA, and Protein Language Models—0
4DGT: Learning a 4D Gaussian Transformer Using Real-World Monocular Videos—0
Parameter-free approximate equivariance for tasks with finite group symmetryCode0
Reconstructing Heterogeneous Biomolecules via Hierarchical Gaussian Mixtures and Part Discovery—0
Positional Encoding meets Persistent Homology on GraphsCode0
The Hippocampal Place Field Gradient: An Eigenmode Theory Linking Grid Cell Projections to Multiscale Learning—0
Information Locality as an Inductive Bias for Neural Language ModelsCode0
Relational reasoning and inductive bias in transformers trained on a transitive inference task—0
Learning to cluster neuronal functionCode0
Rodrigues Network for Learning Robot Actions—0
Disentangling Granularity: An Implicit Inductive Bias in Factorized VAEs—0
Multi-Modal View Enhanced Large Vision Models for Long-Term Time Series Forecasting—0
Characterising the Inductive Biases of Neural Networks on Boolean Data—0
Differential Information: An Information-Theoretic Perspective on Preference Optimization—0
Equivariant Spherical Transformer for Efficient Molecular Modeling—0
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