| Hierarchical Phrase-based Sequence-to-Sequence Learning | Nov 15, 2022 | Inductive BiasMachine Translation | CodeCode Available | 1 | 5 |
| Hierarchical Kickstarting for Skill Transfer in Reinforcement Learning | Jul 23, 2022 | Inductive BiasNetHack | CodeCode Available | 1 | 5 |
| Distinguish Confusion in Legal Judgment Prediction via Revised Relation Knowledge | Aug 18, 2024 | ArticlesInductive Bias | CodeCode Available | 1 | 5 |
| Hierarchical Separable Video Transformer for Snapshot Compressive Imaging | Jul 16, 2024 | Inductive BiasLong-range modeling | CodeCode Available | 1 | 5 |
| Distribution inference risks: Identifying and mitigating sources of leakage | Sep 18, 2022 | Inductive Bias | CodeCode Available | 1 | 5 |
| EINNs: Epidemiologically-informed Neural Networks | Feb 21, 2022 | Inductive Bias | CodeCode Available | 1 | 5 |
| How Graph Neural Networks Learn: Lessons from Training Dynamics | Oct 8, 2023 | Inductive Bias | CodeCode Available | 1 | 5 |
| Scale Equivariant Graph Metanetworks | Jun 15, 2024 | Inductive Bias | CodeCode Available | 1 | 5 |
| DMAP: a Distributed Morphological Attention Policy for Learning to Locomote with a Changing Body | Sep 28, 2022 | continuous-controlContinuous Control | CodeCode Available | 1 | 5 |
| Boosting Image Quality Assessment through Efficient Transformer Adaptation with Local Feature Enhancement | Jan 1, 2024 | Image Quality AssessmentInductive Bias | CodeCode Available | 1 | 5 |
| Attention is Not All You Need: Pure Attention Loses Rank Doubly Exponentially with Depth | Mar 5, 2021 | AllInductive Bias | CodeCode Available | 1 | 5 |
| H-Transformer-1D: Fast One-Dimensional Hierarchical Attention for Sequences | Jul 25, 2021 | Inductive BiasLanguage Modelling | CodeCode Available | 1 | 5 |
| Human Trajectory Prediction via Neural Social Physics | Jul 21, 2022 | Deep LearningInductive Bias | CodeCode Available | 1 | 5 |
| HyperBERT: Mixing Hypergraph-Aware Layers with Language Models for Node Classification on Text-Attributed Hypergraphs | Feb 11, 2024 | Inductive BiasLanguage Modeling | CodeCode Available | 1 | 5 |
| Images as Weight Matrices: Sequential Image Generation Through Synaptic Learning Rules | Oct 7, 2022 | DenoisingImage Generation | CodeCode Available | 1 | 5 |
| Self-Supervised Material and Texture Representation Learning for Remote Sensing Tasks | Dec 3, 2021 | Change DetectionInductive Bias | CodeCode Available | 1 | 5 |
| Equivariant Mesh Attention Networks | May 21, 2022 | Inductive Bias | CodeCode Available | 1 | 5 |
| Contrastive Syn-to-Real Generalization | Apr 6, 2021 | DiversityDomain Generalization | CodeCode Available | 1 | 5 |
| DRew: Dynamically Rewired Message Passing with Delay | May 13, 2023 | Graph ClassificationGraph Regression | CodeCode Available | 1 | 5 |
| Boundary-aware Transformers for Skin Lesion Segmentation | Oct 8, 2021 | Inductive BiasLesion Segmentation | CodeCode Available | 1 | 5 |
| Contrastive Prototypical Network with Wasserstein Confidence Penalty | Oct 21, 2022 | Contrastive LearningFew-Shot Learning | CodeCode Available | 1 | 5 |
| Improving Image Captioning with Better Use of Captions | Jun 21, 2020 | Caption GenerationImage Captioning | CodeCode Available | 1 | 5 |
| Abstractors and relational cross-attention: An inductive bias for explicit relational reasoning in Transformers | Apr 1, 2023 | Inductive BiasMathematical Problem-Solving | CodeCode Available | 1 | 5 |
| ExpBERT: Representation Engineering with Natural Language Explanations | May 5, 2020 | Inductive BiasRelation Extraction | CodeCode Available | 1 | 5 |
| Dual Progressive Transformations for Weakly Supervised Semantic Segmentation | Sep 30, 2022 | Inductive BiasObject | CodeCode Available | 1 | 5 |
| ModeRNN: Harnessing Spatiotemporal Mode Collapse in Unsupervised Predictive Learning | Oct 8, 2021 | Inductive Bias | CodeCode Available | 1 | 5 |
| Sparsely Changing Latent States for Prediction and Planning in Partially Observable Domains | Oct 29, 2021 | Inductive Bias | CodeCode Available | 1 | 5 |
| Neural Networks with Physics-Informed Architectures and Constraints for Dynamical Systems Modeling | Sep 14, 2021 | Inductive Bias | CodeCode Available | 1 | 5 |
| Bridging the Gap Between Vision Transformers and Convolutional Neural Networks on Small Datasets | Oct 12, 2022 | Inductive Bias | CodeCode Available | 1 | 5 |
| Spatiotemporal Implicit Neural Representation as a Generalized Traffic Data Learner | May 6, 2024 | Inductive Bias | CodeCode Available | 1 | 5 |
| Dynamic Graph Learning-Neural Network for Multivariate Time Series Modeling | Dec 6, 2021 | Graph LearningInductive Bias | CodeCode Available | 1 | 5 |
| Dynamic Hybrid Relation Network for Cross-Domain Context-Dependent Semantic Parsing | Jan 5, 2021 | Dialogue State TrackingInductive Bias | CodeCode Available | 1 | 5 |
| Position-aware Structure Learning for Graph Topology-imbalance by Relieving Under-reaching and Over-squashing | Aug 17, 2022 | Graph LearningGraph structure learning | CodeCode Available | 1 | 5 |
| Stronger ViTs With Octic Equivariance | May 21, 2025 | Inductive BiasSelf-Supervised Learning | CodeCode Available | 1 | 5 |
| Dynamic Token Normalization Improves Vision Transformers | Dec 5, 2021 | Inductive BiasListOps | CodeCode Available | 1 | 5 |
| Building powerful and equivariant graph neural networks with structural message-passing | Jun 26, 2020 | Graph RegressionInductive Bias | CodeCode Available | 1 | 5 |
| CANINE: Pre-training an Efficient Tokenization-Free Encoder for Language Representation | Mar 11, 2021 | Inductive Bias | CodeCode Available | 1 | 5 |
| Making sense of sensory input | Oct 5, 2019 | Inductive BiasProgram Synthesis | CodeCode Available | 0 | 5 |
| MAP: Towards Balanced Generalization of IID and OOD through Model-Agnostic Adapters | Jan 1, 2023 | Bilevel OptimizationInductive Bias | CodeCode Available | 0 | 5 |
| Adapting Pretrained ViTs with Convolution Injector for Visuo-Motor Control | Jun 10, 2024 | Inductive Bias | CodeCode Available | 0 | 5 |
| ContiFormer: Continuous-Time Transformer for Irregular Time Series Modeling | Feb 16, 2024 | Inductive BiasIrregular Time Series | CodeCode Available | 0 | 5 |
| Contextualized Diachronic Word Representations | Aug 1, 2019 | Diachronic Word EmbeddingsInductive Bias | CodeCode Available | 0 | 5 |
| Context-Aware Testing: A New Paradigm for Model Testing with Large Language Models | Oct 31, 2024 | Inductive Bias | CodeCode Available | 0 | 5 |
| LPGD: A General Framework for Backpropagation through Embedded Optimization Layers | Jul 8, 2024 | Inductive Bias | CodeCode Available | 0 | 5 |
| Local Perception-Aware Transformer for Aerial Tracking | Aug 1, 2022 | Inductive BiasObject Tracking | CodeCode Available | 0 | 5 |
| Logical Tasks for Measuring Extrapolation and Rule Comprehension | Nov 14, 2022 | Inductive BiasLogical Reasoning | CodeCode Available | 0 | 5 |
| A Study on Overfitting in Deep Reinforcement Learning | Apr 18, 2018 | Deep Reinforcement LearningInductive Bias | CodeCode Available | 0 | 5 |
| Compress image to patches for Vision Transformer | Feb 14, 2025 | Image ClassificationInductive Bias | CodeCode Available | 0 | 5 |
| Local Nonparametric Meta-Learning | Feb 9, 2020 | Inductive BiasMeta-Learning | CodeCode Available | 0 | 5 |
| Masked Latent Transformer with the Random Masking Ratio to Advance the Diagnosis of Dental Fluorosis | Apr 21, 2024 | DecoderInductive Bias | CodeCode Available | 0 | 5 |
