| Multiple Invertible and Partial-Equivariant Function for Latent Vector Transformation to Enhance Disentanglement in VAEs | Feb 6, 2025 | DisentanglementInductive Bias | —Unverified | 0 |
| Beyond Interpolation: Extrapolative Reasoning with Reinforcement Learning and Graph Neural Networks | Feb 6, 2025 | Inductive Bias | —Unverified | 0 |
| Kronecker Mask and Interpretive Prompts are Language-Action Video Learners | Feb 5, 2025 | Action RecognitionInductive Bias | CodeCode Available | 0 |
| Is In-Context Universality Enough? MLPs are Also Universal In-Context | Feb 5, 2025 | In-Context LearningInductive Bias | —Unverified | 0 |
| LoR-VP: Low-Rank Visual Prompting for Efficient Vision Model Adaptation | Feb 2, 2025 | Inductive BiasVisual Prompting | CodeCode Available | 1 |
| On the inductive bias of infinite-depth ResNets and the bottleneck rank | Jan 31, 2025 | Inductive Bias | —Unverified | 0 |
| Estimating the Probability of Sampling a Trained Neural Network at Random | Jan 31, 2025 | Inductive BiasLanguage Modeling | —Unverified | 0 |
| Programming by Examples Meets Historical Linguistics: A Large Language Model Based Approach to Sound Law Induction | Jan 27, 2025 | Code GenerationInductive Bias | —Unverified | 0 |
| Application of Structured State Space Models to High energy physics with locality-sensitive hashing | Jan 27, 2025 | Inductive BiasMamba | —Unverified | 0 |
| Beyond In-Distribution Performance: A Cross-Dataset Study of Trajectory Prediction Robustness | Jan 27, 2025 | Data AugmentationInductive Bias | —Unverified | 0 |
| The Road to Learning Explainable Inverse Kinematic Models: Graph Neural Networks as Inductive Bias for Symbolic Regression | Jan 23, 2025 | Graph Neural NetworkInductive Bias | —Unverified | 0 |
| Causal vs. Anticausal merging of predictors | Jan 14, 2025 | Inductive Bias | —Unverified | 0 |
| Nonisotropic Gaussian Diffusion for Realistic 3D Human Motion Prediction | Jan 10, 2025 | DiversityHuman motion prediction | —Unverified | 0 |
| Symmetry and Generalisation in Machine Learning | Jan 7, 2025 | Inductive Biasregression | —Unverified | 0 |
| Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning | Jan 1, 2025 | ClusteringDecoder | —Unverified | 0 |
| Perceptual Inductive Bias Is What You Need Before Contrastive Learning | Jan 1, 2025 | Contrastive LearningDepth Estimation | —Unverified | 0 |
| Weakly Supervised Semantic Segmentation via Progressive Confidence Region Expansion | Jan 1, 2025 | Inductive BiasSemantic Segmentation | CodeCode Available | 0 |
| Data Distributional Properties As Inductive Bias for Systematic Generalization | Jan 1, 2025 | DiversityInductive Bias | —Unverified | 0 |
| Can Large Language Models Adapt to Other Agents In-Context? | Dec 27, 2024 | Inductive Bias | —Unverified | 0 |
| From Pixels to Gigapixels: Bridging Local Inductive Bias and Long-Range Dependencies with Pixel-Mamba | Dec 21, 2024 | Computational EfficiencyDecision Making | —Unverified | 0 |
| Temporally Consistent Object-Centric Learning by Contrasting Slots | Dec 18, 2024 | Inductive BiasObject | —Unverified | 0 |
| Optical aberrations in autonomous driving: Physics-informed parameterized temperature scaling for neural network uncertainty calibration | Dec 18, 2024 | Autonomous DrivingInductive Bias | —Unverified | 0 |
| Deep Random Features for Scalable Interpolation of Spatiotemporal Data | Dec 16, 2024 | Earth ObservationGaussian Processes | CodeCode Available | 1 |
| Are the Latent Representations of Foundation Models for Pathology Invariant to Rotation? | Dec 16, 2024 | Inductive Biaswhole slide images | CodeCode Available | 0 |
| DSplats: 3D Generation by Denoising Splats-Based Multiview Diffusion Models | Dec 11, 2024 | 3D Generation3D Reconstruction | —Unverified | 0 |