| Prototypical Networks for Few-shot Learning | Mar 15, 2017 | Category-Agnostic Pose EstimationFew-Shot Image Classification | CodeCode Available | 2 |
| AGTCNet: A Graph-Temporal Approach for Principled Motor Imagery EEG Classification | Jun 26, 2025 | Brain Computer InterfaceEEG | CodeCode Available | 1 |
| PolyPose: Localizing Deformable Anatomy in 3D from Sparse 2D X-ray Images using Polyrigid Transforms | May 25, 2025 | AnatomyHyperparameter Optimization | CodeCode Available | 1 |
| Stronger ViTs With Octic Equivariance | May 21, 2025 | Inductive BiasSelf-Supervised Learning | CodeCode Available | 1 |
| VoteFlow: Enforcing Local Rigidity in Self-Supervised Scene Flow | Mar 28, 2025 | Autonomous DrivingComputational Efficiency | CodeCode Available | 1 |
| Wyckoff Transformer: Generation of Symmetric Crystals | Mar 4, 2025 | Inductive BiasProperty Prediction | CodeCode Available | 1 |
| Are Sparse Autoencoders Useful? A Case Study in Sparse Probing | Feb 23, 2025 | Inductive BiasLarge Language Model | CodeCode Available | 1 |
| LoR-VP: Low-Rank Visual Prompting for Efficient Vision Model Adaptation | Feb 2, 2025 | Inductive BiasVisual Prompting | CodeCode Available | 1 |
| Deep Random Features for Scalable Interpolation of Spatiotemporal Data | Dec 16, 2024 | Earth ObservationGaussian Processes | CodeCode Available | 1 |
| Training MLPs on Graphs without Supervision | Dec 5, 2024 | Fraud DetectionGraph Classification | CodeCode Available | 1 |
| DiMSUM: Diffusion Mamba -- A Scalable and Unified Spatial-Frequency Method for Image Generation | Nov 6, 2024 | Image GenerationInductive Bias | CodeCode Available | 1 |
| Regress, Don't Guess -- A Regression-like Loss on Number Tokens for Language Models | Nov 4, 2024 | Inductive BiasLanguage Modeling | CodeCode Available | 1 |
| Understanding Generalizability of Diffusion Models Requires Rethinking the Hidden Gaussian Structure | Oct 31, 2024 | Inductive BiasMemorization | CodeCode Available | 1 |
| Physics-Informed Regularization for Domain-Agnostic Dynamical System Modeling | Oct 8, 2024 | Inductive Bias | CodeCode Available | 1 |
| A Simple but Strong Baseline for Sounding Video Generation: Effective Adaptation of Audio and Video Diffusion Models for Joint Generation | Sep 26, 2024 | Inductive BiasVideo Generation | CodeCode Available | 1 |
| Spatially-Aware Diffusion Models with Cross-Attention for Global Field Reconstruction with Sparse Observations | Aug 30, 2024 | Inductive Bias | CodeCode Available | 1 |
| Unsupervised Composable Representations for Audio | Aug 19, 2024 | Audio Source Separationblind source separation | CodeCode Available | 1 |
| Distinguish Confusion in Legal Judgment Prediction via Revised Relation Knowledge | Aug 18, 2024 | ArticlesInductive Bias | CodeCode Available | 1 |
| VF-NeRF: Learning Neural Vector Fields for Indoor Scene Reconstruction | Aug 16, 2024 | Indoor Scene ReconstructionInductive Bias | CodeCode Available | 1 |
| MTSCI: A Conditional Diffusion Model for Multivariate Time Series Consistent Imputation | Aug 11, 2024 | DenoisingImputation | CodeCode Available | 1 |
| Depth-Wise Convolutions in Vision Transformers for Efficient Training on Small Datasets | Jul 28, 2024 | image-classificationImage Classification | CodeCode Available | 1 |
| Dependency Transformer Grammars: Integrating Dependency Structures into Transformer Language Models | Jul 24, 2024 | ARCInductive Bias | CodeCode Available | 1 |
| The Art of Imitation: Learning Long-Horizon Manipulation Tasks from Few Demonstrations | Jul 18, 2024 | Imitation LearningInductive Bias | CodeCode Available | 1 |
| Hierarchical Separable Video Transformer for Snapshot Compressive Imaging | Jul 16, 2024 | Inductive BiasLong-range modeling | CodeCode Available | 1 |
| PartImageNet++ Dataset: Scaling up Part-based Models for Robust Recognition | Jul 15, 2024 | Adversarial RobustnessInductive Bias | CodeCode Available | 1 |
