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Inductive Bias

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Showing 651–700 of 1529 papers

TitleStatusHype
Hidden Synergy: L_1 Weight Normalization and 1-Path-Norm Regularization—0
Changing the Training Data Distribution to Reduce Simplicity Bias Improves In-distribution Generalization—0
Learning Syntax Without Planting Trees: Understanding When and Why Transformers Generalize HierarchicallyCode0
SPARO: Selective Attention for Robust and Compositional Transformer Encodings for VisionCode0
BMapEst: Estimation of Brain Tissue Probability Maps using a Differentiable MRI SimulatorCode0
Uncertainty in latent representations of variational autoencoders optimized for visual tasksCode0
Are Biological Systems More Intelligent Than Artificial Intelligence?—0
Masked Latent Transformer with the Random Masking Ratio to Advance the Diagnosis of Dental FluorosisCode0
Spectral Convolutional Conditional Neural ProcessesCode0
Do LLMs Think Fast and Slow? A Causal Study on Sentiment AnalysisCode0
A provable control of sensitivity of neural networks through a direct parameterization of the overall bi-LipschitznessCode0
In-Context Translation: Towards Unifying Image Recognition, Processing, and Generation—0
Technical Report: The Graph Spectral Token -- Enhancing Graph Transformers with Spectral InformationCode0
On Computational Modeling of Sleep-Wake Cycle—0
Efficient Learnable Collaborative Attention for Single Image Super-Resolution—0
GvT: A Graph-based Vision Transformer with Talking-Heads Utilizing Sparsity, Trained from Scratch on Small Datasets—0
Graph Neural Networks for Electric and Hydraulic Data Fusion to Enhance Short-term Forecasting of Pumped-storage Hydroelectricity—0
Harnessing The Power of Attention For Patch-Based Biomedical Image Classification—0
Unveiling Divergent Inductive Biases of LLMs on Temporal DataCode0
Structured Initialization for Attention in Vision TransformersCode0
Learning to Rank Patches for Unbiased Image Redundancy ReductionCode0
Track Everything Everywhere Fast and Robustly—0
Incorporating Exponential Smoothing into MLP: A Simple but Effective Sequence ModelCode0
Laplacian-guided Entropy Model in Neural Codec with Blur-dissipated Synthesis—0
Role of Locality and Weight Sharing in Image-Based Tasks: A Sample Complexity Separation between CNNs, LCNs, and FCNs—0
Image Classification with Rotation-Invariant Variational Quantum Circuits—0
Improved EATFormer: A Vision Transformer for Medical Image Classification—0
Offline Imitation of Badminton Player Behavior via Experiential Contexts and Brownian Motion—0
Towards Understanding the Relationship between In-context Learning and Compositional Generalization—0
Unsupervised Learning of Hybrid Latent Dynamics: A Learn-to-Identify Framework—0
Neural reproducing kernel Banach spaces and representer theorems for deep networks—0
Pre-Trained Model Recommendation for Downstream Fine-tuning—0
XB-MAML: Learning Expandable Basis Parameters for Effective Meta-Learning with Wide Task CoverageCode0
Defining Expertise: Applications to Treatment Effect EstimationCode0
Extended Flow Matching: a Method of Conditional Generation with Generalized Continuity Equation—0
A Relational Inductive Bias for Dimensional Abstraction in Neural Networks—0
Hybrid^2 Neural ODE Causal Modeling and an Application to Glycemic ResponseCode0
Vision Transformers with Natural Language Semantics—0
Discovering Abstract Symbolic Relations by Learning Unitary Group Representations—0
ViSTec: Video Modeling for Sports Technique Recognition and Tactical Analysis—0
On Efficiently Representing Regular Languages as RNNs—0
G-RepsNet: A Fast and General Construction of Equivariant Networks for Arbitrary Matrix Groups—0
Tokenization counts: the impact of tokenization on arithmetic in frontier LLMsCode0
Interpretable Brain-Inspired Representations Improve RL Performance on Visual Navigation Tasks—0
PARCv2: Physics-aware Recurrent Convolutional Neural Networks for Spatiotemporal Dynamics ModelingCode0
ContiFormer: Continuous-Time Transformer for Irregular Time Series ModelingCode0
Multi-Excitation Projective Simulation with a Many-Body Physics Inspired Inductive BiasCode0
Diffusion Model with Cross Attention as an Inductive Bias for Disentanglement—0
Learning-based Bone Quality Classification Method for Spinal Metastasis—0
Better-than-KL PAC-Bayes Bounds—0
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