| Learning Sparse Sentence Encoding without Supervision: An Exploration of Sparsity in Variational Autoencoders | Sep 25, 2020 | Inductive BiasRepresentation Learning | CodeCode Available | 0 |
| Curbing Task Interference using Representation Similarity-Guided Multi-Task Feature Sharing | Aug 19, 2022 | Computational EfficiencyDecoder | CodeCode Available | 0 |
| Hierarchical Pointer Net Parsing | Aug 30, 2019 | DecoderDiscourse Parsing | CodeCode Available | 0 |
| Habaek: High-performance water segmentation through dataset expansion and inductive bias optimization | Oct 21, 2024 | Data AugmentationDisaster Response | CodeCode Available | 0 |
| Co-training an Unsupervised Constituency Parser with Weak Supervision | Oct 5, 2021 | Constituency Grammar InductionInductive Bias | CodeCode Available | 0 |
| Autoequivariant Network Search via Group Decomposition | Apr 10, 2021 | Inductive BiasNeural Architecture Search | CodeCode Available | 0 |
| Group Equivariant Deep Reinforcement Learning | Jul 1, 2020 | Deep Reinforcement LearningInductive Bias | CodeCode Available | 0 |
| Poisson--Gamma Dynamical Systems | Jan 19, 2017 | Inductive Bias | CodeCode Available | 0 |
| Poisson-Gamma dynamical systems | Dec 1, 2016 | Inductive Bias | CodeCode Available | 0 |
| Poisson-Randomized Gamma Dynamical Systems | Oct 28, 2019 | Inductive Bias | CodeCode Available | 0 |
| Grid Partitioned Attention: Efficient TransformerApproximation with Inductive Bias for High Resolution Detail Generation | Jul 8, 2021 | Conditional Image GenerationDeep Attention | CodeCode Available | 0 |
| A Study on Overfitting in Deep Reinforcement Learning | Apr 18, 2018 | Deep Reinforcement LearningInductive Bias | CodeCode Available | 0 |
| Graph neural networks and non-commuting operators | Nov 6, 2024 | Inductive Bias | CodeCode Available | 0 |
| SpotTune: Transfer Learning through Adaptive Fine-tuning | Nov 21, 2018 | Inductive BiasTransfer Learning | CodeCode Available | 0 |
| SQLformer: Deep Auto-Regressive Query Graph Generation for Text-to-SQL Translation | Oct 27, 2023 | DecoderGraph Generation | CodeCode Available | 0 |
| Positional Encoding meets Persistent Homology on Graphs | Jun 6, 2025 | Graph ClassificationGraph Representation Learning | CodeCode Available | 0 |
| Graph networks as learnable physics engines for inference and control | Jun 4, 2018 | Inductive BiasWeather Forecasting | CodeCode Available | 0 |
| Powerformer: A Transformer with Weighted Causal Attention for Time-series Forecasting | Feb 10, 2025 | Inductive BiasTime Series | CodeCode Available | 0 |
| Convolution and Attention Mixer for Synthetic Aperture Radar Image Change Detection | Sep 21, 2023 | Change DetectionInductive Bias | CodeCode Available | 0 |
| Convolutional Learning on Directed Acyclic Graphs | May 5, 2024 | Graph Neural NetworkInductive Bias | CodeCode Available | 0 |
| Graphix-T5: Mixing Pre-Trained Transformers with Graph-Aware Layers for Text-to-SQL Parsing | Jan 18, 2023 | Domain GeneralizationInductive Bias | CodeCode Available | 0 |
| Convolutional Conditional Neural Processes | Oct 29, 2019 | Inductive BiasTime Series | CodeCode Available | 0 |
| Spectral Bias and Task-Model Alignment Explain Generalization in Kernel Regression and Infinitely Wide Neural Networks | Jun 23, 2020 | BIG-bench Machine LearningInductive Bias | CodeCode Available | 0 |
| Injecting structural hints: Using language models to study inductive biases in language learning | Apr 25, 2023 | Inductive BiasTransfer Learning | CodeCode Available | 0 |
| Prevalence of Neural Collapse during the terminal phase of deep learning training | Aug 18, 2020 | Inductive Bias | CodeCode Available | 0 |
