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Inductive Bias

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Showing 951–1000 of 1529 papers

TitleStatusHype
Rigidity Preserving Image Transformations and Equivariance in Perspective—0
TransBTSV2: Towards Better and More Efficient Volumetric Segmentation of Medical ImagesCode2
Compositionality as Lexical SymmetryCode0
AutoDistil: Few-shot Task-agnostic Neural Architecture Search for Distilling Large Language Models—0
Learning Intuitive Policies Using Action Features—0
Fast Interpretable Greedy-Tree SumsCode1
Approximately Equivariant Networks for Imperfectly Symmetric DynamicsCode1
FIGARO: Generating Symbolic Music with Fine-Grained Artistic ControlCode1
Training Vision Transformers with Only 2040 ImagesCode1
Invariant Representation Driven Neural Classifier for Anti-QCD Jet Tagging—0
Towards Sample-efficient Overparameterized Meta-learningCode0
Spectral Compressive Imaging Reconstruction Using Convolution and Contextual TransformerCode1
Implicit Autoencoder for Point-Cloud Self-Supervised Representation LearningCode1
KNN Local Attention for Image Restoration—0
DESTR: Object Detection With Split Transformer—0
M3T: Three-Dimensional Medical Image Classifier Using Multi-Plane and Multi-Slice TransformerCode1
CSformer: Bridging Convolution and Transformer for Compressive SensingCode1
MSHT: Multi-stage Hybrid Transformer for the ROSE Image Analysis of Pancreatic CancerCode1
Vision Transformer for Small-Size DatasetsCode1
Miti-DETR: Object Detection based on Transformers with Mitigatory Self-Attention ConvergenceCode0
GREED: A Neural Framework for Learning Graph Distance FunctionsCode1
Deep Proximal Learning for High-Resolution Plane Wave Compounding—0
Revisiting Transformation Invariant Geometric Deep Learning: Are Initial Representations All You Need?—0
NeRD++: Improved 3D-mirror symmetry learning from a single image—0
Cost Aggregation Is All You Need for Few-Shot SegmentationCode1
Recur, Attend or Convolve? On Whether Temporal Modeling Matters for Cross-Domain Robustness in Action RecognitionCode0
LocFormer: Enabling Transformers to Perform Temporal Moment Localization on Long Untrimmed Videos With a Feature Sampling Approach—0
GOPHER: Categorical probabilistic forecasting with graph structure via local continuous-time dynamics—0
Towards End-to-End Image Compression and Analysis with TransformersCode1
ACE-BERT: Adversarial Cross-modal Enhanced BERT for E-commerce Retrieval—0
LCTR: On Awakening the Local Continuity of Transformer for Weakly Supervised Object Localization—0
Equivariant Quantum Graph Circuits—0
Skeletal Graph Self-Attention: Embedding a Skeleton Inductive Bias into Sign Language Production—0
Dynamic Graph Learning-Neural Network for Multivariate Time Series ModelingCode1
Dynamic Token Normalization Improves Vision TransformersCode1
A Structured Dictionary Perspective on Implicit Neural RepresentationsCode1
Self-Supervised Material and Texture Representation Learning for Remote Sensing TasksCode1
PTCT: Patches with 3D-Temporal Convolutional Transformer Network for Precipitation NowcastingCode1
OW-DETR: Open-world Detection TransformerCode1
Deep Learning-Based Carotid Artery Vessel Wall Segmentation in Black-Blood MRI Using Anatomical Priors—0
Improving GAN Equilibrium by Raising Spatial AwarenessCode1
A Gaussian Process-Bayesian Bernoulli Mixture Model for Multi-Label Active Learning—0
Container: Context Aggregation NetworksCode1
Learning to Learn Dense Gaussian Processes for Few-Shot Learning—0
Self-Instantiated Recurrent Units with Dynamic Soft Recursion—0
Beyond Flatland: Pre-training with a Strong 3D Inductive Bias—0
Neuron with Steady Response Leads to Better Generalization—0
On the Generalization of Agricultural Drought Classification from Climate DataCode0
End-to-End Referring Video Object Segmentation with Multimodal TransformersCode1
Neural Symplectic Integrator with Hamiltonian Inductive Bias for the Gravitational N-body ProblemCode0
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