| UTNet: A Hybrid Transformer Architecture for Medical Image Segmentation | Jul 2, 2021 | DecoderImage Segmentation | CodeCode Available | 1 |
| Generalization and Robustness Implications in Object-Centric Learning | Jul 1, 2021 | Inductive BiasObject | CodeCode Available | 1 |
| ResViT: Residual vision transformers for multi-modal medical image synthesis | Jun 30, 2021 | DiversityImage Generation | CodeCode Available | 1 |
| ViTAS: Vision Transformer Architecture Search | Jun 25, 2021 | Inductive BiasNeural Architecture Search | CodeCode Available | 1 |
| Charformer: Fast Character Transformers via Gradient-based Subword Tokenization | Jun 23, 2021 | Inductive BiasLinguistic Acceptability | CodeCode Available | 1 |
| Volume Rendering of Neural Implicit Surfaces | Jun 22, 2021 | DisentanglementInductive Bias | CodeCode Available | 1 |
| How to train your ViT? Data, Augmentation, and Regularization in Vision Transformers | Jun 18, 2021 | Data Augmentationimage-classification | CodeCode Available | 1 |
| LNN-EL: A Neuro-Symbolic Approach to Short-text Entity Linking | Jun 17, 2021 | Entity LinkingInductive Bias | CodeCode Available | 1 |
| A Random CNN Sees Objects: One Inductive Bias of CNN and Its Applications | Jun 17, 2021 | Inductive BiasObject | CodeCode Available | 1 |
| CoAtNet: Marrying Convolution and Attention for All Data Sizes | Jun 9, 2021 | AllImage Classification | CodeCode Available | 1 |
| Meta-Interpretive Learning as Metarule Specialisation | Jun 9, 2021 | Inductive Bias | CodeCode Available | 1 |
| ViTAE: Vision Transformer Advanced by Exploring Intrinsic Inductive Bias | Jun 7, 2021 | Image ClassificationInductive Bias | CodeCode Available | 1 |
| On Inductive Biases for Heterogeneous Treatment Effect Estimation | Jun 7, 2021 | AllHeterogeneous Treatment Effect Estimation | CodeCode Available | 1 |
| Efficient Training of Visual Transformers with Small Datasets | Jun 7, 2021 | Inductive Bias | CodeCode Available | 1 |
| Pseudo-Riemannian Graph Convolutional Networks | Jun 6, 2021 | Graph ReconstructionInductive Bias | CodeCode Available | 1 |
| Container: Context Aggregation Network | Jun 2, 2021 | Image ClassificationInductive Bias | CodeCode Available | 1 |
| Examining the Inductive Bias of Neural Language Models with Artificial Languages | Jun 2, 2021 | Inductive Bias | CodeCode Available | 1 |
| G-Transformer for Document-level Machine Translation | May 31, 2021 | Document Level Machine TranslationInductive Bias | CodeCode Available | 1 |
| Backdoor Attacks on Self-Supervised Learning | May 21, 2021 | Backdoor AttackInductive Bias | CodeCode Available | 1 |
| Learning Visible Connectivity Dynamics for Cloth Smoothing | May 21, 2021 | Deformable Object ManipulationInductive Bias | CodeCode Available | 1 |
| Medical Image Segmentation Using Squeeze-and-Expansion Transformers | May 20, 2021 | Brain Tumor SegmentationDomain Generalization | CodeCode Available | 1 |
| Data-Free Knowledge Distillation for Heterogeneous Federated Learning | May 20, 2021 | Data-free Knowledge DistillationFederated Learning | CodeCode Available | 1 |
| AMR Parsing with Action-Pointer Transformer | Apr 29, 2021 | Abstract Meaning RepresentationAMR Parsing | CodeCode Available | 1 |
| Cross-Domain Few-Shot Classification via Adversarial Task Augmentation | Apr 29, 2021 | ClassificationCross-Domain Few-Shot | CodeCode Available | 1 |
| On the Inductive Bias of Masked Language Modeling: From Statistical to Syntactic Dependencies | Apr 12, 2021 | Inductive BiasLanguage Modeling | CodeCode Available | 1 |
