| 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 |
