| Energy-Based Learning for Scene Graph Generation | Mar 3, 2021 | Graph GenerationInductive Bias | CodeCode Available | 1 | 5 |
| E(n) Equivariant Topological Neural Networks | May 24, 2024 | Inductive BiasMolecular Property Prediction | CodeCode Available | 1 | 5 |
| AMR Parsing with Action-Pointer Transformer | Apr 29, 2021 | Abstract Meaning RepresentationAMR Parsing | CodeCode Available | 1 | 5 |
| Categorical Normalizing Flows via Continuous Transformations | Jun 17, 2020 | DecoderInductive Bias | CodeCode Available | 1 | 5 |
| Cost Aggregation with 4D Convolutional Swin Transformer for Few-Shot Segmentation | Jul 22, 2022 | DecoderFew-Shot Semantic Segmentation | CodeCode Available | 1 | 5 |
| Equivariance and Invariance Inductive Bias for Learning from Insufficient Data | Jul 25, 2022 | Inductive Bias | CodeCode Available | 1 | 5 |
| Correlation Loss: Enforcing Correlation between Classification and Localization | Jan 3, 2023 | ClassificationInductive Bias | CodeCode Available | 1 | 5 |
| Evolving Modular Soft Robots without Explicit Inter-Module Communication using Local Self-Attention | Apr 13, 2022 | Inductive Bias | CodeCode Available | 1 | 5 |
| Are Sparse Autoencoders Useful? A Case Study in Sparse Probing | Feb 23, 2025 | Inductive BiasLarge Language Model | CodeCode Available | 1 | 5 |
| Error Correction Code Transformer | Mar 27, 2022 | Inductive Bias | CodeCode Available | 1 | 5 |
| Amortized Inference for Causal Structure Learning | May 25, 2022 | Causal DiscoveryInductive Bias | CodeCode Available | 1 | 5 |
| A Generalization of Transformer Networks to Graphs | Dec 17, 2020 | Graph RegressionInductive Bias | CodeCode Available | 1 | 5 |
| Graph Generation with Diffusion Mixture | Feb 7, 2023 | 3D Molecule GenerationGraph Generation | CodeCode Available | 1 | 5 |
| Chunked Autoregressive GAN for Conditional Waveform Synthesis | Oct 19, 2021 | Inductive Bias | CodeCode Available | 1 | 5 |
| Arithmetic Feature Interaction Is Necessary for Deep Tabular Learning | Feb 4, 2024 | Inductive Bias | CodeCode Available | 1 | 5 |
| Ewald-based Long-Range Message Passing for Molecular Graphs | Mar 8, 2023 | Inductive Bias | CodeCode Available | 1 | 5 |
| Examining the Inductive Bias of Neural Language Models with Artificial Languages | Jun 2, 2021 | Inductive Bias | CodeCode Available | 1 | 5 |
| CMUNeXt: An Efficient Medical Image Segmentation Network based on Large Kernel and Skip Fusion | Aug 2, 2023 | Image SegmentationInductive Bias | CodeCode Available | 1 | 5 |
| Maximum Entropy Weighted Independent Set Pooling for Graph Neural Networks | Jul 3, 2021 | Combinatorial OptimizationGraph Classification | CodeCode Available | 1 | 5 |
| CoAtNet: Marrying Convolution and Attention for All Data Sizes | Jun 9, 2021 | AllImage Classification | CodeCode Available | 1 | 5 |
| Code Generation from Natural Language with Less Prior Knowledge and More Monolingual Data | Aug 1, 2021 | Code GenerationInductive Bias | CodeCode Available | 1 | 5 |
| Explain and Predict, and then Predict Again | Jan 11, 2021 | Explanation GenerationFact Verification | CodeCode Available | 1 | 5 |
| Generative Modelling With Inverse Heat Dissipation | Jun 21, 2022 | DisentanglementImage Generation | CodeCode Available | 1 | 5 |
| Global Relational Models of Source Code | May 1, 2020 | Inductive BiasProgram Repair | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Few-shot Learner Parameterization by Diffusion Time-steps | Mar 5, 2024 | Few-Shot LearningInductive Bias | CodeCode Available | 1 | 5 |
| AGTCNet: A Graph-Temporal Approach for Principled Motor Imagery EEG Classification | Jun 26, 2025 | Brain Computer InterfaceEEG | CodeCode Available | 1 | 5 |
| Exploring End-to-End Differentiable Natural Logic Modeling | Nov 8, 2020 | Inductive Bias | CodeCode Available | 1 | 5 |
| Combining Latent Space and Structured Kernels for Bayesian Optimization over Combinatorial Spaces | Nov 1, 2021 | Bayesian OptimizationDrug Design | CodeCode Available | 1 | 5 |
| Mitigating Gradient Bias in Multi-objective Learning: A Provably Convergent Stochastic Approach | Oct 23, 2022 | FairnessInductive Bias | CodeCode Available | 1 | 5 |
| AdaMCT: Adaptive Mixture of CNN-Transformer for Sequential Recommendation | May 18, 2022 | Inductive BiasSequential Recommendation | CodeCode Available | 1 | 5 |
| Communicative Message Passing for Inductive Relation Reasoning | Dec 16, 2020 | Inductive BiasInductive Relation Prediction | CodeCode Available | 1 | 5 |
| Modeling Label Space Interactions in Multi-label Classification using Box Embeddings | Sep 29, 2021 | ClassificationHierarchical Multi-label Classification | CodeCode Available | 1 | 5 |
| Composing Object Relations and Attributes for Image-Text Matching | Jun 17, 2024 | AttributeGraph Attention | CodeCode Available | 1 | 5 |
| A Structured Dictionary Perspective on Implicit Neural Representations | Dec 3, 2021 | Dictionary LearningInductive Bias | CodeCode Available | 1 | 5 |
| Feature Programming for Multivariate Time Series Prediction | Jun 9, 2023 | Automated Feature EngineeringFeature Engineering | CodeCode Available | 1 | 5 |
| 2-D SSM: A General Spatial Layer for Visual Transformers | Jun 11, 2023 | Inductive BiasPosition | CodeCode Available | 1 | 5 |
| Multifactor Sequential Disentanglement via Structured Koopman Autoencoders | Mar 30, 2023 | DisentanglementInductive Bias | CodeCode Available | 1 | 5 |
| CoTr: Efficiently Bridging CNN and Transformer for 3D Medical Image Segmentation | Mar 4, 2021 | Image SegmentationInductive Bias | CodeCode Available | 1 | 5 |
| GNNRank: Learning Global Rankings from Pairwise Comparisons via Directed Graph Neural Networks | Feb 1, 2022 | Inductive Bias | CodeCode Available | 1 | 5 |
| Compressing Features for Learning with Noisy Labels | Jun 27, 2022 | Feature CompressionFeature Importance | CodeCode Available | 1 | 5 |
| FIGARO: Generating Symbolic Music with Fine-Grained Artistic Control | Jan 26, 2022 | Inductive BiasMusic Generation | CodeCode Available | 1 | 5 |
| Graph Image Prior for Unsupervised Dynamic Cardiac Cine MRI Reconstruction | Mar 23, 2024 | compressed sensingImage Generation | CodeCode Available | 1 | 5 |
| Fine-grained style control in Transformer-based Text-to-speech Synthesis | Oct 12, 2021 | Inductive BiasSpeech Synthesis | CodeCode Available | 1 | 5 |
| Convolutional Bypasses Are Better Vision Transformer Adapters | Jul 14, 2022 | Few-Shot LearningInductive Bias | CodeCode Available | 1 | 5 |
| Fitting Auditory Filterbanks with Multiresolution Neural Networks | Jul 25, 2023 | Inductive BiasKnowledge Distillation | CodeCode Available | 1 | 5 |
| Container: Context Aggregation Network | Jun 2, 2021 | Image ClassificationInductive Bias | CodeCode Available | 1 | 5 |
| Container: Context Aggregation Networks | Dec 1, 2021 | Inductive BiasInstance Segmentation | CodeCode Available | 1 | 5 |
| From Learning to Meta-Learning: Reduced Training Overhead and Complexity for Communication Systems | Jan 5, 2020 | BIG-bench Machine LearningInductive Bias | CodeCode Available | 1 | 5 |
| A microstructure estimation Transformer inspired by sparse representation for diffusion MRI | May 13, 2022 | Diffusion MRIInductive Bias | CodeCode Available | 1 | 5 |
