| PDO-eConvs: Partial Differential Operator Based Equivariant Convolutions | Jul 20, 2020 | image-classificationImage Classification | CodeCode Available | 1 |
| Harmonic Networks: Deep Translation and Rotation Equivariance | Dec 14, 2016 | Data AugmentationRotated MNIST | CodeCode Available | 1 |
| Domain Generalization using Causal Matching | Jun 12, 2020 | Data AugmentationDomain Generalization | CodeCode Available | 1 |
| Efficient Domain Generalization via Common-Specific Low-Rank Decomposition | Mar 28, 2020 | Data AugmentationDomain Generalization | CodeCode Available | 1 |
| Equivariance-bridged SO(2)-Invariant Representation Learning using Graph Convolutional Network | Jun 18, 2021 | Data Augmentationimage-classification | CodeCode Available | 1 |
| Exploiting Redundancy: Separable Group Convolutional Networks on Lie Groups | Oct 25, 2021 | Computational EfficiencyRotated MNIST | CodeCode Available | 1 |
| CyCNN: A Rotation Invariant CNN using Polar Mapping and Cylindrical Convolution Layers | Jul 21, 2020 | ClassificationData Augmentation | CodeCode Available | 1 |
| General E(2)-Equivariant Steerable CNNs | Dec 1, 2019 | Rotated MNIST | CodeCode Available | 1 |
| Learning Partial Equivariances from Data | Oct 19, 2021 | Image ClassificationRotated MNIST | CodeCode Available | 1 |
| DIVA: Domain Invariant Variational Autoencoders | May 24, 2019 | Domain GeneralizationRotated MNIST | CodeCode Available | 1 |
| Visual Context-aware Convolution Filters for Transformation-invariant Neural Network | Jun 15, 2019 | Rotated MNIST | —Unverified | 0 |
| What's Inside Your Diffusion Model? A Score-Based Riemannian Metric to Explore the Data Manifold | May 16, 2025 | NavigateRotated MNIST | —Unverified | 0 |
| Co-Attentive Equivariant Neural Networks: Focusing Equivariance On Transformations Co-Occurring In Data | Nov 18, 2019 | Object RecognitionRotated MNIST | —Unverified | 0 |
| Deformable Classifiers | Dec 18, 2017 | ObjectObject Recognition | —Unverified | 0 |
| DIVA: Domain Invariant Variational Autoencoder | Mar 27, 2019 | Domain GeneralizationRotated MNIST | —Unverified | 0 |
| Diversity Boosted Learning for Domain Generalization with Large Number of Domains | Jul 28, 2022 | DiversityDomain Generalization | —Unverified | 0 |
| Fast Inference in Capsule Networks Using Accumulated Routing Coefficients | Apr 15, 2019 | ObjectRotated MNIST | —Unverified | 0 |
| GDO: Gradual Domain Osmosis | Jan 31, 2025 | Domain AdaptationRotated MNIST | —Unverified | 0 |
| Improving the Sample-Complexity of Deep Classification Networks with Invariant Integration | Feb 8, 2022 | Rotated MNIST | —Unverified | 0 |
| Invariant Integration in Deep Convolutional Feature Space | Apr 20, 2020 | Rotated MNIST | —Unverified | 0 |
| Learning Augmentation Distributions using Transformed Risk Minimization | Nov 16, 2021 | Rotated MNIST | —Unverified | 0 |
| Learning Rotation Invariant Features for Cryogenic Electron Microscopy Image Reconstruction | Jan 10, 2021 | ClusteringDecoder | —Unverified | 0 |
| Learning Steerable Filters for Rotation Equivariant CNNs | Nov 20, 2017 | Breast Tumour ClassificationColorectal Gland Segmentation: | —Unverified | 0 |
| Local Group Invariant Representations via Orbit Embeddings | Dec 6, 2016 | Rotated MNIST | —Unverified | 0 |
| Progressive Conservative Adaptation for Evolving Target Domains | Feb 7, 2024 | Domain AdaptationMeta-Learning | —Unverified | 0 |
