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Inductive Bias

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Showing 1301–1350 of 1529 papers

TitleStatusHype
The Fast and the Flexible: training neural networks to learn to follow instructions from small dataCode0
Additive function approximation in the brainCode0
The Grammar-Learning Trajectories of Neural Language ModelsCode0
Video Reenactment as Inductive Bias for Content-Motion DisentanglementCode0
Conditional Deep Gaussian Processes: multi-fidelity kernel learningCode0
Better Long-Range Dependency By Bootstrapping A Mutual Information RegularizerCode0
Equivariance Discovery by Learned Parameter-SharingCode0
Multitask Learning: A Knowledge-Based Source of Inductive BiasCode0
Investigating the Interplay between Features and Structures in Graph LearningCode0
EnigmaToM: Improve LLMs' Theory-of-Mind Reasoning Capabilities with Neural Knowledge Base of Entity StatesCode0
SAViR-T: Spatially Attentive Visual Reasoning with TransformersCode0
The Implicit Bias of Gradient Descent on Generalized Gated Linear NetworksCode0
Enhancing Cross-Modal Medical Image Segmentation through CompositionalityCode0
Multi-Viewpoint and Multi-Evaluation with Felicitous Inductive Bias Boost Machine Abstract Reasoning AbilityCode0
Scaling Laws for Task-Optimized Models of the Primate Visual Ventral StreamCode0
Approximating CKY with TransformersCode0
Mutual Exclusivity Training and Primitive Augmentation to Induce CompositionalityCode0
Variational Integrator Graph Networks for Learning Energy Conserving Dynamical SystemsCode0
MVT: Multi-view Vision Transformer for 3D Object RecognitionCode0
End-to-End Supervised Multilabel Contrastive LearningCode0
End-to-End Meta-Bayesian Optimisation with Transformer Neural ProcessesCode0
The Inductive Bias of Quantum KernelsCode0
Balancing Label Quantity and Quality for Scalable ElicitationCode0
Inventing art styles with no artistic training dataCode0
ANTN: Bridging Autoregressive Neural Networks and Tensor Networks for Quantum Many-Body SimulationCode0
Empowering Graph Invariance Learning with Deep Spurious InfomaxCode0
Adapting Pretrained ViTs with Convolution Injector for Visuo-Motor ControlCode0
Transformers as Algorithms: Generalization and Stability in In-context LearningCode0
Neural 3D Morphable Models: Spiral Convolutional Networks for 3D Shape Representation Learning and GenerationCode0
Introducing topography in convolutional neural networksCode0
Intrinsic dimensionality and generalization properties of the R-norm inductive biasCode0
Vision Conformer: Incorporating Convolutions into Vision Transformer LayersCode0
Translational Equivariance in Kernelizable AttentionCode0
Deep Transformers Thirst for Comprehensive-Frequency DataCode0
An investigation of model-free planningCode0
Interpretations Steered Network Pruning via Amortized Inferred Saliency MapsCode0
On Incorporating Inductive Biases into VAEsCode0
Neural Module Networks for Reasoning over TextCode0
GLAD: Learning Sparse Graph RecoveryCode0
SIP: Injecting a Structural Inductive Bias into a Seq2Seq Model by SimulationCode0
Trivial or impossible -- dichotomous data difficulty masks model differences (on ImageNet and beyond)Code0
Information Locality as an Inductive Bias for Neural Language ModelsCode0
Do we really need temporal convolutions in action segmentation?Code0
Efficient and Robust Jet Tagging at the LHC with Knowledge DistillationCode0
An Information Extraction Study: Take In Mind the Tokenization!Code0
E(2) Equivariant Neural Networks for Robust Galaxy Morphology ClassificationCode0
Neural Symplectic Integrator with Hamiltonian Inductive Bias for the Gravitational N-body ProblemCode0
Inductive Bias of Multi-Channel Linear Convolutional Networks with Bounded Weight NormCode0
Dynamical Mechanism of Sampling-based Stochastic Inference under Probabilistic Population CodesCode0
Karyotype AI for Precision OncologyCode0
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