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Inductive Bias

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Showing 901–950 of 1529 papers

TitleStatusHype
Vision Transformer Equipped with Neural Resizer on Facial Expression Recognition Task—0
Zero-shot Blind Image Denoising via Implicit Neural Representations—0
Disentangling Abstraction from Statistical Pattern Matching in Human and Machine LearningCode0
Simplicial Embeddings in Self-Supervised Learning and Downstream ClassificationCode1
Mutual information estimation for graph convolutional neural networks—0
Fine-grained Temporal Contrastive Learning for Weakly-supervised Temporal Action LocalizationCode1
A single Long Short-Term Memory network for enhancing the prediction of path-dependent plasticity with material heterogeneity and anisotropy—0
Efficient Localness Transformer for Smart Sensor-Based Energy Disaggregation—0
Brain-inspired Multilayer Perceptron with Spiking NeuronsCode4
Error Correction Code TransformerCode1
DepthFormer: Exploiting Long-Range Correlation and Local Information for Accurate Monocular Depth EstimationCode0
Rich Feature Construction for the Optimization-Generalization DilemmaCode1
Transformer Compressed Sensing via Global Image TokensCode1
Test-time Adaptation with Slot-Centric ModelsCode1
Transforming Model Prediction for Tracking—0
Coloring the Blank Slate: Pre-training Imparts a Hierarchical Inductive Bias to Sequence-to-sequence ModelsCode0
Can Neural Nets Learn the Same Model Twice? Investigating Reproducibility and Double Descent from the Decision Boundary PerspectiveCode1
Multilingual Mix: Example Interpolation Improves Multilingual Neural Machine Translation—0
Self-Promoted Supervision for Few-Shot TransformerCode1
Deep Transformers Thirst for Comprehensive-Frequency DataCode0
Speeding up deep neural network-based planning of local car maneuvers via efficient B-spline path constructionCode1
Graph Neural Networks for Relational Inductive Bias in Vision-based Deep Reinforcement Learning of Robot Control—0
The Transitive Information Theory and its Application to Deep Generative Models—0
Regularized Deep Signed Distance Fields for Reactive Motion Generation—0
Towards Universal Texture Synthesis by Combining Texton Broadcasting with Noise Injection in StyleGAN-2Code1
Static Prediction of Runtime Errors by Learning to Execute Programs with External Resource DescriptionsCode1
Graph Neural Networks for Image Classification and Reinforcement Learning using Graph representations—0
Fast Rates for Noisy Interpolation Require Rethinking the Effects of Inductive BiasCode0
WaveMix: Resource-efficient Token Mixing for ImagesCode1
Discovering Inductive Bias with Gibbs Priors: A Diagnostic Tool for Approximate Bayesian InferenceCode0
Instance Segmentation for Autonomous Log Grasping in Forestry OperationsCode1
What Makes Transfer Learning Work For Medical Images: Feature Reuse & Other FactorsCode1
A Simple and Universal Rotation Equivariant Point-cloud NetworkCode1
Transformer Grammars: Augmenting Transformer Language Models with Syntactic Inductive Biases at Scale—0
Multi-Task Multi-Scale Learning For Outcome Prediction in 3D PET Images—0
Learning Neural Hamiltonian Dynamics: A Methodological OverviewCode1
A Data-scalable Transformer for Medical Image Segmentation: Architecture, Model Efficiency, and BenchmarkCode2
Learning Multi-Task Gaussian Process Over Heterogeneous Input Domains—0
Learning Dynamics and Structure of Complex Systems Using Graph Neural Networks—0
Robustness and Accuracy Could Be Reconcilable by (Proper) DefinitionCode1
ViTAEv2: Vision Transformer Advanced by Exploring Inductive Bias for Image Recognition and BeyondCode2
EINNs: Epidemiologically-informed Neural NetworksCode1
Geometrically Equivariant Graph Neural Networks: A Survey—0
Delving Deeper into Cross-lingual Visual Question AnsweringCode0
Continuously Generalized Ordinal Regression for Linear and Deep Models—0
The no-free-lunch theorems of supervised learning—0
The Implicit Bias of Gradient Descent on Generalized Gated Linear NetworksCode0
Image-to-Image MLP-mixer for Image ReconstructionCode0
Regression Transformer: Concurrent sequence regression and generation for molecular language modelingCode1
GNNRank: Learning Global Rankings from Pairwise Comparisons via Directed Graph Neural NetworksCode1
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