| Symmetry constrained neural networks for detection and localization of damage in metal plates | Sep 9, 2024 | Inductive BiasTime Series | —Unverified | 0 |
| Limited but consistent gains in adversarial robustness by co-training object recognition models with human EEG | Sep 5, 2024 | Adversarial RobustnessEEG | —Unverified | 0 |
| MaDis-Stereo: Enhanced Stereo Matching via Distilled Masked Image Modeling | Sep 4, 2024 | Depth EstimationDepth Prediction | —Unverified | 0 |
| UniTT-Stereo: Unified Training of Transformer for Enhanced Stereo Matching | Sep 4, 2024 | Depth EstimationInductive Bias | —Unverified | 0 |
| On the Design Space Between Transformers and Recursive Neural Nets | Sep 3, 2024 | Inductive Bias | —Unverified | 0 |
| Maelstrom Networks | Aug 29, 2024 | Continual LearningInductive Bias | —Unverified | 0 |
| The Role of Fibration Symmetries in Geometric Deep Learning | Aug 28, 2024 | Computational EfficiencyDeep Learning | —Unverified | 0 |
| Can Transformers Do Enumerative Geometry? | Aug 27, 2024 | Activation Function SynthesisCausal Inference | CodeCode Available | 0 |
| S-MolSearch: 3D Semi-supervised Contrastive Learning for Bioactive Molecule Search | Aug 27, 2024 | Contrastive LearningData Augmentation | —Unverified | 0 |
| Equivariant Reinforcement Learning under Partial Observability | Aug 26, 2024 | Inductive Biasreinforcement-learning | —Unverified | 0 |
| Enhancing Cross-Modal Medical Image Segmentation through Compositionality | Aug 21, 2024 | DisentanglementImage Segmentation | CodeCode Available | 0 |
| MeshFormer: High-Quality Mesh Generation with 3D-Guided Reconstruction Model | Aug 19, 2024 | 3D ReconstructionImage to 3D | —Unverified | 0 |
| Graph Classification with GNNs: Optimisation, Representation and Inductive Bias | Aug 17, 2024 | Graph ClassificationInductive Bias | CodeCode Available | 0 |
| EqNIO: Subequivariant Neural Inertial Odometry | Aug 12, 2024 | Inductive Bias | —Unverified | 0 |
| Body Transformer: Leveraging Robot Embodiment for Policy Learning | Aug 12, 2024 | Computational EfficiencyInductive Bias | —Unverified | 0 |
| MSG-Chart: Multimodal Scene Graph for ChartQA | Aug 9, 2024 | Chart Question AnsweringInductive Bias | CodeCode Available | 0 |
| No-Reference Image Quality Assessment with Global-Local Progressive Integration and Semantic-Aligned Quality Transfer | Aug 7, 2024 | Blind Image Quality AssessmentImage Quality Assessment | CodeCode Available | 0 |
| Block-Operations: Using Modular Routing to Improve Compositional Generalization | Aug 1, 2024 | Inductive Bias | —Unverified | 0 |
| Joint Diffusion Processes as an Inductive Bias in Sheaf Neural Networks | Jul 30, 2024 | Inductive Bias | —Unverified | 0 |
| The Role of Temporal Hierarchy in Spiking Neural Networks | Jul 26, 2024 | Inductive BiasKeyword Spotting | —Unverified | 0 |
| Systematic Reasoning About Relational Domains With Graph Neural Networks | Jul 24, 2024 | Inductive BiasSystematic Generalization | CodeCode Available | 0 |
| DSP-informed bandwidth extension using locally-conditioned excitation and linear time-varying filter subnetworks | Jul 22, 2024 | Bandwidth ExtensionInductive Bias | —Unverified | 0 |
| Subgraph-Aware Training of Language Models for Knowledge Graph Completion Using Structure-Aware Contrastive Learning | Jul 17, 2024 | Contrastive LearningInductive Bias | CodeCode Available | 0 |
| Empowering Graph Invariance Learning with Deep Spurious Infomax | Jul 13, 2024 | Inductive Bias | CodeCode Available | 0 |
| How Deep is your Guess? A Fresh Perspective on Deep Learning for Medical Time-Series Imputation | Jul 11, 2024 | ClassificationDeep Learning | —Unverified | 0 |