| Rigidity Preserving Image Transformations and Equivariance in Perspective | Jan 31, 2022 | 6D Pose Estimation using RGBInductive Bias | —Unverified | 0 |
| TransBTSV2: Towards Better and More Efficient Volumetric Segmentation of Medical Images | Jan 30, 2022 | Brain Tumor SegmentationImage Segmentation | CodeCode Available | 2 |
| Compositionality as Lexical Symmetry | Jan 30, 2022 | Data AugmentationInductive Bias | CodeCode Available | 0 |
| AutoDistil: Few-shot Task-agnostic Neural Architecture Search for Distilling Large Language Models | Jan 29, 2022 | Inductive BiasKnowledge Distillation | —Unverified | 0 |
| Learning Intuitive Policies Using Action Features | Jan 29, 2022 | Inductive Bias | —Unverified | 0 |
| Fast Interpretable Greedy-Tree Sums | Jan 28, 2022 | Additive modelsDecision Making | CodeCode Available | 1 |
| Approximately Equivariant Networks for Imperfectly Symmetric Dynamics | Jan 28, 2022 | Inductive Bias | CodeCode Available | 1 |
| FIGARO: Generating Symbolic Music with Fine-Grained Artistic Control | Jan 26, 2022 | Inductive BiasMusic Generation | CodeCode Available | 1 |
| Training Vision Transformers with Only 2040 Images | Jan 26, 2022 | Inductive Bias | CodeCode Available | 1 |
| 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 |
| Spectral Compressive Imaging Reconstruction Using Convolution and Contextual Transformer | Jan 15, 2022 | Inductive Bias | CodeCode Available | 1 |
| Implicit Autoencoder for Point-Cloud Self-Supervised Representation Learning | Jan 3, 2022 | 3D geometry3D Point Cloud Classification | CodeCode Available | 1 |
| KNN Local Attention for Image Restoration | Jan 1, 2022 | DeblurringDenoising | —Unverified | 0 |
| DESTR: Object Detection With Split Transformer | Jan 1, 2022 | ClassificationDecoder | —Unverified | 0 |
| 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 |
| Miti-DETR: Object Detection based on Transformers with Mitigatory Self-Attention Convergence | Dec 26, 2021 | Inductive BiasObject | CodeCode Available | 0 |
| GREED: A Neural Framework for Learning Graph Distance Functions | Dec 24, 2021 | CPUGPU | CodeCode Available | 1 |
| Deep Proximal Learning for High-Resolution Plane Wave Compounding | Dec 23, 2021 | Inductive BiasVocal Bursts Intensity Prediction | —Unverified | 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 |
| Cost Aggregation Is All You Need for Few-Shot Segmentation | Dec 22, 2021 | AllDecoder | CodeCode Available | 1 |