| Named Entity Recognition in Industrial Tables using Tabular Language Models | Sep 29, 2022 | Data AugmentationInductive Bias | —Unverified | 0 |
| DMAP: a Distributed Morphological Attention Policy for Learning to Locomote with a Changing Body | Sep 28, 2022 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Biological connectomes as a representation for the architecture of artificial neural networks | Sep 28, 2022 | Inductive Bias | —Unverified | 0 |
| Equivariant Transduction through Invariant Alignment | Sep 22, 2022 | Inductive Bias | CodeCode Available | 0 |
| A Closer Look at Learned Optimization: Stability, Robustness, and Inductive Biases | Sep 22, 2022 | Inductive Bias | CodeCode Available | 2 |
| Mega: Moving Average Equipped Gated Attention | Sep 21, 2022 | Image ClassificationInductive Bias | CodeCode Available | 2 |
| HiFuse: Hierarchical Multi-Scale Feature Fusion Network for Medical Image Classification | Sep 21, 2022 | Classificationimage-classification | CodeCode Available | 2 |
| Estimating Brain Age with Global and Local Dependencies | Sep 19, 2022 | Feature EngineeringInductive Bias | —Unverified | 0 |
| Distribution inference risks: Identifying and mitigating sources of leakage | Sep 18, 2022 | Inductive Bias | CodeCode Available | 1 |
| DMFormer: Closing the Gap Between CNN and Vision Transformers | Sep 16, 2022 | Inductive Biasobject-detection | —Unverified | 0 |
| A Light Recipe to Train Robust Vision Transformers | Sep 15, 2022 | Adversarial RobustnessData Augmentation | CodeCode Available | 1 |
| On the Surprising Effectiveness of Transformers in Low-Labeled Video Recognition | Sep 15, 2022 | image-classificationImage Classification | —Unverified | 0 |
| A lightweight Transformer-based model for fish landmark detection | Sep 13, 2022 | Inductive Bias | —Unverified | 0 |
| DMTNet: Dynamic Multi-scale Network for Dual-pixel Images Defocus Deblurring with Transformer | Sep 13, 2022 | DeblurringImage Defocus Deblurring | —Unverified | 0 |
| Blurring Diffusion Models | Sep 12, 2022 | DenoisingInductive Bias | —Unverified | 0 |
| Deep learning in a bilateral brain with hemispheric specialization | Sep 9, 2022 | AnatomyDeep Learning | CodeCode Available | 0 |
| Interpretations Steered Network Pruning via Amortized Inferred Saliency Maps | Sep 7, 2022 | Inductive BiasNetwork Pruning | CodeCode Available | 0 |
| Multimodal learning with graphs | Sep 7, 2022 | Graph LearningInductive Bias | —Unverified | 0 |
| Towards Accurate Binary Neural Networks via Modeling Contextual Dependencies | Sep 3, 2022 | BinarizationInductive Bias | CodeCode Available | 1 |
| Learning the Dynamics of Particle-based Systems with Lagrangian Graph Neural Networks | Sep 3, 2022 | Graph Neural NetworkInductive Bias | —Unverified | 0 |
| Object-based active inference | Sep 2, 2022 | Inductive BiasObject | —Unverified | 0 |
| Robustness and invariance properties of image classifiers | Aug 30, 2022 | Data Augmentationimage-classification | —Unverified | 0 |
| MRL: Learning to Mix with Attention and Convolutions | Aug 30, 2022 | Histopathological SegmentationInductive Bias | —Unverified | 0 |
| What Do NLP Researchers Believe? Results of the NLP Community Metasurvey | Aug 26, 2022 | EthicsInductive Bias | —Unverified | 0 |
| Constraining Gaussian Processes to Systems of Linear Ordinary Differential Equations | Aug 26, 2022 | Gaussian ProcessesInductive Bias | —Unverified | 0 |