| Compositionality as Lexical Symmetry | Jan 30, 2022 | Data AugmentationInductive Bias | CodeCode Available | 0 |
| Learning Intuitive Policies Using Action Features | Jan 29, 2022 | Inductive Bias | —Unverified | 0 |
| AutoDistil: Few-shot Task-agnostic Neural Architecture Search for Distilling Large Language Models | Jan 29, 2022 | Inductive BiasKnowledge Distillation | —Unverified | 0 |
| Invariant Representation Driven Neural Classifier for Anti-QCD Jet Tagging | Jan 18, 2022 | Anomaly DetectionInductive Bias | —Unverified | 0 |
| Towards Sample-efficient Overparameterized Meta-learning | Jan 16, 2022 | Few-Shot LearningInductive Bias | CodeCode Available | 0 |
| KNN Local Attention for Image Restoration | Jan 1, 2022 | DeblurringDenoising | —Unverified | 0 |
| DESTR: Object Detection With Split Transformer | Jan 1, 2022 | ClassificationDecoder | —Unverified | 0 |
| Miti-DETR: Object Detection based on Transformers with Mitigatory Self-Attention Convergence | Dec 26, 2021 | Inductive BiasObject | CodeCode Available | 0 |
| Revisiting Transformation Invariant Geometric Deep Learning: Are Initial Representations All You Need? | Dec 23, 2021 | AllCombinatorial Optimization | —Unverified | 0 |
| NeRD++: Improved 3D-mirror symmetry learning from a single image | Dec 23, 2021 | Feature CorrelationInductive Bias | —Unverified | 0 |
| Deep Proximal Learning for High-Resolution Plane Wave Compounding | Dec 23, 2021 | Inductive BiasVocal Bursts Intensity Prediction | —Unverified | 0 |
| Recur, Attend or Convolve? On Whether Temporal Modeling Matters for Cross-Domain Robustness in Action Recognition | Dec 22, 2021 | Action RecognitionDomain Generalization | CodeCode Available | 0 |
| LocFormer: Enabling Transformers to Perform Temporal Moment Localization on Long Untrimmed Videos With a Feature Sampling Approach | Dec 19, 2021 | Inductive BiasVideo Grounding | —Unverified | 0 |
| GOPHER: Categorical probabilistic forecasting with graph structure via local continuous-time dynamics | Dec 18, 2021 | Inductive Bias | —Unverified | 0 |
| ACE-BERT: Adversarial Cross-modal Enhanced BERT for E-commerce Retrieval | Dec 14, 2021 | Inductive BiasRetrieval | —Unverified | 0 |
| LCTR: On Awakening the Local Continuity of Transformer for Weakly Supervised Object Localization | Dec 10, 2021 | Inductive BiasObject | —Unverified | 0 |
| Equivariant Quantum Graph Circuits | Dec 10, 2021 | Graph Representation LearningInductive Bias | —Unverified | 0 |
| Skeletal Graph Self-Attention: Embedding a Skeleton Inductive Bias into Sign Language Production | Dec 6, 2021 | Inductive BiasMachine Translation | —Unverified | 0 |
| Deep Learning-Based Carotid Artery Vessel Wall Segmentation in Black-Blood MRI Using Anatomical Priors | Dec 2, 2021 | Data AugmentationInductive Bias | —Unverified | 0 |
| Learning to Learn Dense Gaussian Processes for Few-Shot Learning | Dec 1, 2021 | Few-Shot LearningGaussian Processes | —Unverified | 0 |
| Self-Instantiated Recurrent Units with Dynamic Soft Recursion | Dec 1, 2021 | Inductive Bias | —Unverified | 0 |
| A Gaussian Process-Bayesian Bernoulli Mixture Model for Multi-Label Active Learning | Dec 1, 2021 | Active LearningInductive Bias | —Unverified | 0 |
| Neuron with Steady Response Leads to Better Generalization | Nov 30, 2021 | Inductive Bias | —Unverified | 0 |
| On the Generalization of Agricultural Drought Classification from Climate Data | Nov 30, 2021 | Inductive Bias | CodeCode Available | 0 |
| Beyond Flatland: Pre-training with a Strong 3D Inductive Bias | Nov 30, 2021 | Data AugmentationInductive Bias | —Unverified | 0 |