| Measuring Inductive Biases of In-Context Learning with Underspecified Demonstrations | May 22, 2023 | In-Context LearningInductive Bias | CodeCode Available | 0 |
| Inventing art styles with no artistic training data | May 19, 2023 | Inductive Bias | CodeCode Available | 0 |
| Emergent Representations of Program Semantics in Language Models Trained on Programs | May 18, 2023 | Inductive BiasLanguage Modelling | CodeCode Available | 1 |
| G-Adapter: Towards Structure-Aware Parameter-Efficient Transfer Learning for Graph Transformer Networks | May 17, 2023 | Inductive Biasparameter-efficient fine-tuning | —Unverified | 0 |
| Empirical Analysis of the Inductive Bias of Recurrent Neural Networks by Discrete Fourier Transform of Output Sequences | May 16, 2023 | Inductive Bias | —Unverified | 0 |
| Progressive Translation: Improving Domain Robustness of Neural Machine Translation with Intermediate Sequences | May 16, 2023 | Inductive BiasMachine Translation | CodeCode Available | 0 |
| Semantic Composition in Visually Grounded Language Models | May 15, 2023 | Image CaptioningInductive Bias | —Unverified | 0 |
| MaxViT-UNet: Multi-Axis Attention for Medical Image Segmentation | May 15, 2023 | DecoderFlood extent forecasting | CodeCode Available | 1 |
| Enhancing Performance of Vision Transformers on Small Datasets through Local Inductive Bias Incorporation | May 15, 2023 | image-classificationImage Classification | —Unverified | 0 |
| DRew: Dynamically Rewired Message Passing with Delay | May 13, 2023 | Graph ClassificationGraph Regression | CodeCode Available | 1 |
| Selective imitation on the basis of reward function similarity | May 12, 2023 | Inductive BiasNavigate | —Unverified | 0 |
| StrAE: Autoencoding for Pre-Trained Embeddings using Explicit Structure | May 9, 2023 | Inductive BiasInformativeness | —Unverified | 0 |
| Towards Capturing the Temporal Dynamics for Trajectory Prediction: a Coarse-to-Fine Approach | May 6, 2023 | Autonomous DrivingDecoder | CodeCode Available | 1 |
| Interpretable Sentence Representation with Variational Autoencoders and Attention | May 4, 2023 | DisentanglementInductive Bias | —Unverified | 0 |
| Approximating CKY with Transformers | May 3, 2023 | Constituency ParsingInductive Bias | CodeCode Available | 0 |
| Summarizing Multiple Documents with Conversational Structure for Meta-Review Generation | May 2, 2023 | Document SummarizationInductive Bias | CodeCode Available | 1 |
| Model-agnostic Measure of Generalization Difficulty | May 1, 2023 | Inductive BiasMeta-Learning | CodeCode Available | 0 |
| Exploiting Inductive Bias in Transformer for Point Cloud Classification and Segmentation | Apr 27, 2023 | 3D Object Classification3D Part Segmentation | CodeCode Available | 1 |
| Vision Conformer: Incorporating Convolutions into Vision Transformer Layers | Apr 27, 2023 | Inductive BiasLanguage Modeling | CodeCode Available | 0 |
| The Roles of Symbols in Neural-based AI: They are Not What You Think! | Apr 26, 2023 | Inductive Bias | —Unverified | 0 |
| Injecting structural hints: Using language models to study inductive biases in language learning | Apr 25, 2023 | Inductive BiasTransfer Learning | CodeCode Available | 0 |
| iMixer: hierarchical Hopfield network implies an invertible, implicit and iterative MLP-Mixer | Apr 25, 2023 | image-classificationImage Classification | CodeCode Available | 0 |
| Latent Traversals in Generative Models as Potential Flows | Apr 25, 2023 | DisentanglementInductive Bias | CodeCode Available | 1 |
| 3D-IntPhys: Towards More Generalized 3D-grounded Visual Intuitive Physics under Challenging Scenes | Apr 22, 2023 | Inductive BiasNeRF | —Unverified | 0 |
| Sample-efficient Model-based Reinforcement Learning for Quantum Control | Apr 19, 2023 | Inductive BiasModel-based Reinforcement Learning | CodeCode Available | 1 |
