| Abstractors and relational cross-attention: An inductive bias for explicit relational reasoning in Transformers | Apr 1, 2023 | Inductive BiasMathematical Problem-Solving | CodeCode Available | 1 |
| On discrete symmetries of robotics systems: A group-theoretic and data-driven analysis | Feb 21, 2023 | Contact DetectionData Augmentation | CodeCode Available | 1 |
| Distinguish Confusion in Legal Judgment Prediction via Revised Relation Knowledge | Aug 18, 2024 | ArticlesInductive Bias | CodeCode Available | 1 |
| On Over-Squashing in Message Passing Neural Networks: The Impact of Width, Depth, and Topology | Feb 6, 2023 | Inductive Bias | CodeCode Available | 1 |
| Distribution inference risks: Identifying and mitigating sources of leakage | Sep 18, 2022 | Inductive Bias | CodeCode Available | 1 |
| On the Inductive Bias of Masked Language Modeling: From Statistical to Syntactic Dependencies | Apr 12, 2021 | Inductive BiasLanguage Modeling | CodeCode Available | 1 |
| Optimizing PatchCore for Few/many-shot Anomaly Detection | Jul 20, 2023 | Anomaly DetectionAnomaly Segmentation | CodeCode Available | 1 |
| Orthogonal Over-Parameterized Training | Apr 9, 2020 | DiversityInductive Bias | CodeCode Available | 1 |
| DMAP: a Distributed Morphological Attention Policy for Learning to Locomote with a Changing Body | Sep 28, 2022 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Boosting Image Quality Assessment through Efficient Transformer Adaptation with Local Feature Enhancement | Jan 1, 2024 | Image Quality AssessmentInductive Bias | CodeCode Available | 1 |
| Permutation Equivariant Neural Functionals | Feb 27, 2023 | Inductive Bias | CodeCode Available | 1 |
| Physics-driven machine learning models coupling PyTorch and Firedrake | Mar 13, 2023 | Inductive Bias | CodeCode Available | 1 |
| Pix4Point: Image Pretrained Standard Transformers for 3D Point Cloud Understanding | Aug 25, 2022 | 3D Point Cloud ClassificationInductive Bias | CodeCode Available | 1 |
| PointClustering: Unsupervised Point Cloud Pre-Training Using Transformation Invariance in Clustering | Jan 1, 2023 | ClusteringDeep Clustering | CodeCode Available | 1 |
| Polar Parametrization for Vision-based Surround-View 3D Detection | Jun 22, 2022 | Inductive BiasPosition | 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 |
| Fast Interpretable Greedy-Tree Sums | Jan 28, 2022 | Additive modelsDecision Making | CodeCode Available | 1 |
| Fine-grained style control in Transformer-based Text-to-speech Synthesis | Oct 12, 2021 | Inductive BiasSpeech Synthesis | CodeCode Available | 1 |
| DRew: Dynamically Rewired Message Passing with Delay | May 13, 2023 | Graph ClassificationGraph Regression | CodeCode Available | 1 |
| Boundary-aware Transformers for Skin Lesion Segmentation | Oct 8, 2021 | Inductive BiasLesion Segmentation | CodeCode Available | 1 |
| Pruning Self-attentions into Convolutional Layers in Single Path | Nov 23, 2021 | Efficient ViTsInductive Bias | CodeCode Available | 1 |
| Pure Transformers are Powerful Graph Learners | Jul 6, 2022 | Graph ClassificationGraph Learning | CodeCode Available | 1 |
| Test-time Adaptation with Slot-Centric Models | Mar 21, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
| RaftMLP: How Much Can Be Done Without Attention and with Less Spatial Locality? | Aug 9, 2021 | Inductive Biasobject-detection | CodeCode Available | 1 |
| GraPPa: Grammar-Augmented Pre-Training for Table Semantic Parsing | Sep 29, 2020 | Inductive BiasLanguage Modeling | CodeCode Available | 1 |
