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Inductive Bias

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TitleStatusHype
MeshFormer: High-Quality Mesh Generation with 3D-Guided Reconstruction Model—0
Distinguish Confusion in Legal Judgment Prediction via Revised Relation KnowledgeCode1
Graph Classification with GNNs: Optimisation, Representation and Inductive BiasCode0
VF-NeRF: Learning Neural Vector Fields for Indoor Scene ReconstructionCode1
EqNIO: Subequivariant Neural Inertial Odometry—0
Body Transformer: Leveraging Robot Embodiment for Policy Learning—0
MTSCI: A Conditional Diffusion Model for Multivariate Time Series Consistent ImputationCode1
MSG-Chart: Multimodal Scene Graph for ChartQACode0
No-Reference Image Quality Assessment with Global-Local Progressive Integration and Semantic-Aligned Quality TransferCode0
Block-Operations: Using Modular Routing to Improve Compositional Generalization—0
Joint Diffusion Processes as an Inductive Bias in Sheaf Neural Networks—0
Depth-Wise Convolutions in Vision Transformers for Efficient Training on Small DatasetsCode1
The Role of Temporal Hierarchy in Spiking Neural Networks—0
Systematic Reasoning About Relational Domains With Graph Neural NetworksCode0
Dependency Transformer Grammars: Integrating Dependency Structures into Transformer Language ModelsCode1
DSP-informed bandwidth extension using locally-conditioned excitation and linear time-varying filter subnetworks—0
The Art of Imitation: Learning Long-Horizon Manipulation Tasks from Few DemonstrationsCode1
Subgraph-Aware Training of Language Models for Knowledge Graph Completion Using Structure-Aware Contrastive LearningCode0
Hierarchical Separable Video Transformer for Snapshot Compressive ImagingCode1
PartImageNet++ Dataset: Scaling up Part-based Models for Robust RecognitionCode1
PARE-Net: Position-Aware Rotation-Equivariant Networks for Robust Point Cloud RegistrationCode2
Empowering Graph Invariance Learning with Deep Spurious InfomaxCode0
How Deep is your Guess? A Fresh Perspective on Deep Learning for Medical Time-Series Imputation—0
HDT: Hierarchical Document Transformer—0
Teaching Transformers Causal Reasoning through Axiomatic Training—0
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