| 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 |
| Towards End-to-End Image Compression and Analysis with Transformers | Dec 17, 2021 | Classificationimage-classification | CodeCode Available | 1 |
| 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 |
| Dynamic Graph Learning-Neural Network for Multivariate Time Series Modeling | Dec 6, 2021 | Graph LearningInductive Bias | CodeCode Available | 1 |
| Dynamic Token Normalization Improves Vision Transformers | Dec 5, 2021 | Inductive BiasListOps | CodeCode Available | 1 |
| A Structured Dictionary Perspective on Implicit Neural Representations | Dec 3, 2021 | Dictionary LearningInductive Bias | CodeCode Available | 1 |
| Self-Supervised Material and Texture Representation Learning for Remote Sensing Tasks | Dec 3, 2021 | Change DetectionInductive Bias | CodeCode Available | 1 |
| PTCT: Patches with 3D-Temporal Convolutional Transformer Network for Precipitation Nowcasting | Dec 2, 2021 | Inductive Bias | CodeCode Available | 1 |
| OW-DETR: Open-world Detection Transformer | Dec 2, 2021 | Inductive BiasObject | CodeCode Available | 1 |
| Deep Learning-Based Carotid Artery Vessel Wall Segmentation in Black-Blood MRI Using Anatomical Priors | Dec 2, 2021 | Data AugmentationInductive Bias | —Unverified | 0 |
| Improving GAN Equilibrium by Raising Spatial Awareness | Dec 1, 2021 | AttributeInductive Bias | CodeCode Available | 1 |
| A Gaussian Process-Bayesian Bernoulli Mixture Model for Multi-Label Active Learning | Dec 1, 2021 | Active LearningInductive Bias | —Unverified | 0 |
| Container: Context Aggregation Networks | Dec 1, 2021 | Inductive BiasInstance Segmentation | CodeCode Available | 1 |
| 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 |
| Beyond Flatland: Pre-training with a Strong 3D Inductive Bias | Nov 30, 2021 | Data AugmentationInductive 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 |
| End-to-End Referring Video Object Segmentation with Multimodal Transformers | Nov 29, 2021 | Inductive BiasInstance Segmentation | CodeCode Available | 1 |
| Neural Symplectic Integrator with Hamiltonian Inductive Bias for the Gravitational N-body Problem | Nov 28, 2021 | Inductive Bias | CodeCode Available | 0 |
