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Inductive Bias

Papers

Showing 601650 of 1529 papers

TitleStatusHype
Sample-efficient Model-based Reinforcement Learning for Quantum ControlCode1
Do deep neural networks have an inbuilt Occam's razor?0
RIFormer: Keep Your Vision Backbone Effective While Removing Token Mixer0
DUFormer: Solving Power Line Detection Task in Aerial Images using Semantic Segmentation0
Slide-Transformer: Hierarchical Vision Transformer with Local Self-AttentionCode1
Interpretable statistical representations of neural population dynamics and geometryCode1
What Affects Learned Equivariance in Deep Image Recognition Models?0
The power of motifs as inductive bias for learning molecular distributions0
ANTN: Bridging Autoregressive Neural Networks and Tensor Networks for Quantum Many-Body SimulationCode0
Abstractors and relational cross-attention: An inductive bias for explicit relational reasoning in TransformersCode1
Multifactor Sequential Disentanglement via Structured Koopman AutoencodersCode1
SDAT: Sub-Dataset Alternation Training for Improved Image Demosaicing0
Filter-informed Spectral Graph Wavelet Networks for Multiscale Feature Extraction and Intelligent Fault DiagnosisCode1
An Information Extraction Study: Take In Mind the Tokenization!Code0
MoViT: Memorizing Vision Transformers for Medical Image Analysis0
Multiphysics discovery with moving boundaries using Ensemble SINDy and Peridynamic Differential OperatorCode0
Object-Centric Relational Representations for Image GenerationCode0
Supervised Masked Knowledge Distillation for Few-Shot TransformersCode1
VisCo Grids: Surface Reconstruction with Viscosity and Coarea Grids0
NeRF-GAN Distillation for Efficient 3D-Aware Generation with ConvolutionsCode1
Multiscale Attention via Wavelet Neural Operators for Vision Transformers0
CC3D: Layout-Conditioned Generation of Compositional 3D Scenes0
Projections of Model Spaces for Latent Graph Inference0
Modeling Relational Patterns for Logical Query Answering over Knowledge Graphs0
Deep Image Fingerprint: Towards Low Budget Synthetic Image Detection and Model Lineage AnalysisCode1
Goal-conditioned Offline Reinforcement Learning through State Space Partitioning0
Cascading and Direct Approaches to Unsupervised Constituency Parsing on Spoken SentencesCode0
MGA: Medical generalist agent through text-guided knowledge transformationCode0
Is forgetting less a good inductive bias for forward transfer?0
Good Neighbors Are All You Need for Chinese Grapheme-to-Phoneme Conversion0
Physics-driven machine learning models coupling PyTorch and FiredrakeCode1
Ignorance is Bliss: Robust Control via Information Gating0
Euler Characteristic Transform Based Topological Loss for Reconstructing 3D Images from Single 2D Slices0
Ewald-based Long-Range Message Passing for Molecular GraphsCode1
Ultra-High-Resolution Detector Simulation with Intra-Event Aware GAN and Self-Supervised Relational ReasoningCode0
Learning to reason over visual objectsCode0
Applying Plain Transformers to Real-World Point Clouds0
Sampled Transformer for Point Sets0
Enhanced Controllability of Diffusion Models via Feature Disentanglement and Realism-Enhanced Sampling Methods0
Permutation Equivariant Neural FunctionalsCode1
SynGen: A Syntactic Plug-and-play Module for Generative Aspect-based Sentiment Analysis0
On discrete symmetries of robotics systems: A group-theoretic and data-driven analysisCode1
Learning Language Representations with Logical Inductive Bias0
Mutual Exclusive Modulator for Long-Tailed Recognition0
Short-term and long-term memory self-attention network for segmentation of tumours in 3D medical images0
Graph Neural Network-Inspired Kernels for Gaussian Processes in Semi-Supervised LearningCode1
Scaling Vision-based End-to-End Driving with Multi-View Attention Learning0
Graph Generation with Diffusion MixtureCode1
The SSL Interplay: Augmentations, Inductive Bias, and Generalization0
On Over-Squashing in Message Passing Neural Networks: The Impact of Width, Depth, and TopologyCode1
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