| Implicit Autoencoder for Point-Cloud Self-Supervised Representation Learning | Jan 3, 2022 | 3D geometry3D Point Cloud Classification | CodeCode Available | 1 |
| M3T: Three-Dimensional Medical Image Classifier Using Multi-Plane and Multi-Slice Transformer | Jan 1, 2022 | 3D ClassificationClassification | CodeCode Available | 1 |
| CSformer: Bridging Convolution and Transformer for Compressive Sensing | Dec 31, 2021 | Compressive SensingInductive Bias | CodeCode Available | 1 |
| MSHT: Multi-stage Hybrid Transformer for the ROSE Image Analysis of Pancreatic Cancer | Dec 27, 2021 | Inductive Bias | CodeCode Available | 1 |
| Vision Transformer for Small-Size Datasets | Dec 27, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| GREED: A Neural Framework for Learning Graph Distance Functions | Dec 24, 2021 | CPUGPU | CodeCode Available | 1 |
| Cost Aggregation Is All You Need for Few-Shot Segmentation | Dec 22, 2021 | AllDecoder | CodeCode Available | 1 |
| Towards End-to-End Image Compression and Analysis with Transformers | Dec 17, 2021 | Classificationimage-classification | CodeCode Available | 1 |
| 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 |
| Self-Supervised Material and Texture Representation Learning for Remote Sensing Tasks | Dec 3, 2021 | Change DetectionInductive Bias | CodeCode Available | 1 |
| A Structured Dictionary Perspective on Implicit Neural Representations | Dec 3, 2021 | Dictionary LearningInductive 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 |
| Container: Context Aggregation Networks | Dec 1, 2021 | Inductive BiasInstance Segmentation | CodeCode Available | 1 |
| Improving GAN Equilibrium by Raising Spatial Awareness | Dec 1, 2021 | AttributeInductive Bias | CodeCode Available | 1 |
| End-to-End Referring Video Object Segmentation with Multimodal Transformers | Nov 29, 2021 | Inductive BiasInstance Segmentation | CodeCode Available | 1 |
| ISNAS-DIP: Image-Specific Neural Architecture Search for Deep Image Prior | Nov 27, 2021 | DenoisingImage Denoising | CodeCode Available | 1 |
| Pruning Self-attentions into Convolutional Layers in Single Path | Nov 23, 2021 | Efficient ViTsInductive Bias | CodeCode Available | 1 |
| Semi-Supervised Vision Transformers | Nov 22, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| Combining Latent Space and Structured Kernels for Bayesian Optimization over Combinatorial Spaces | Nov 1, 2021 | Bayesian OptimizationDrug Design | CodeCode Available | 1 |
| Introspective Distillation for Robust Question Answering | Nov 1, 2021 | counterfactualInductive Bias | CodeCode Available | 1 |
| Unsupervised Foreground Extraction via Deep Region Competition | Oct 29, 2021 | Image SegmentationInductive Bias | CodeCode Available | 1 |
| Sparsely Changing Latent States for Prediction and Planning in Partially Observable Domains | Oct 29, 2021 | Inductive Bias | CodeCode Available | 1 |
| Learning where to learn: Gradient sparsity in meta and continual learning | Oct 27, 2021 | Continual LearningInductive Bias | CodeCode Available | 1 |
