| Preventing Spurious Interactions: A New Inductive Bias for Accurate Treatment Effect Estimation | May 28, 2025 | Causal InferenceInductive Bias | CodeCode Available | 0 |
| Variational Deep Learning via Implicit Regularization | May 26, 2025 | Deep LearningInductive Bias | —Unverified | 0 |
| Rep3D: Re-parameterize Large 3D Kernels with Low-Rank Receptive Modeling for Medical Imaging | May 26, 2025 | Inductive BiasMedical Image Analysis | CodeCode Available | 0 |
| Structured Initialization for Vision Transformers | May 26, 2025 | Inductive Bias | —Unverified | 0 |
| Synthetic Time Series Forecasting with Transformer Architectures: Extensive Simulation Benchmarks | May 26, 2025 | BenchmarkingDecision Making Under Uncertainty | CodeCode Available | 0 |
| Deep Spectral Prior | May 26, 2025 | DenoisingImage Reconstruction | —Unverified | 0 |
| Automatic and Structure-Aware Sparsification of Hybrid Neural ODEs | May 25, 2025 | Inductive Bias | —Unverified | 0 |
| PolyPose: Localizing Deformable Anatomy in 3D from Sparse 2D X-ray Images using Polyrigid Transforms | May 25, 2025 | AnatomyHyperparameter Optimization | CodeCode Available | 1 |
| Echo Planning for Autonomous Driving: From Current Observations to Future Trajectories and Back | May 25, 2025 | Autonomous DrivingInductive Bias | —Unverified | 0 |
| Towards more transferable adversarial attack in black-box manner | May 23, 2025 | Adversarial AttackAdversarial Purification | —Unverified | 0 |
| Maximum Total Correlation Reinforcement Learning | May 22, 2025 | Data AugmentationInductive Bias | CodeCode Available | 0 |
| PCMamba: Physics-Informed Cross-Modal State Space Model for Dual-Camera Compressive Hyperspectral Imaging | May 22, 2025 | Inductive BiasMamba | —Unverified | 0 |
| Meta-Learning an In-Context Transformer Model of Human Higher Visual Cortex | May 21, 2025 | In-Context LearningInductive Bias | —Unverified | 0 |
| Non-rigid Motion Correction for MRI Reconstruction via Coarse-To-Fine Diffusion Models | May 21, 2025 | DenoisingDiagnostic | —Unverified | 0 |
| Stronger ViTs With Octic Equivariance | May 21, 2025 | Inductive BiasSelf-Supervised Learning | CodeCode Available | 1 |
| Mamba-Adaptor: State Space Model Adaptor for Visual Recognition | May 19, 2025 | Inductive BiasMamba | —Unverified | 0 |
| A Minimum Description Length Approach to Regularization in Neural Networks | May 19, 2025 | Inductive Bias | CodeCode Available | 0 |
| Towards Effective Federated Graph Foundation Model via Mitigating Knowledge Entanglement | May 19, 2025 | Domain GeneralizationGraph Learning | —Unverified | 0 |
| Theoretical Investigation on Inductive Bias of Isolation Forest | May 19, 2025 | Inductive Bias | —Unverified | 0 |
| Hyperbolic Residual Quantization: Discrete Representations for Data with Latent Hierarchies | May 18, 2025 | Inductive BiasKnowledge Graphs | —Unverified | 0 |
| Attention on the Sphere | May 16, 2025 | Depth EstimationImage Segmentation | CodeCode Available | 4 |
| A Fourier Space Perspective on Diffusion Models | May 16, 2025 | DenoisingInductive Bias | —Unverified | 0 |
| Evolution imposes an inductive bias that alters and accelerates learning dynamics | May 15, 2025 | Few-Shot LearningInductive Bias | —Unverified | 0 |
| Model-free Online Learning for the Kalman Filter: Forgetting Factor and Logarithmic Regret | May 13, 2025 | Inductive Biasregression | —Unverified | 0 |
| Block-Biased Mamba for Long-Range Sequence Processing | May 13, 2025 | Inductive BiasLanguage Modeling | —Unverified | 0 |
