On Learning Sets of Symmetric ElementsInternational Conference on Machine Learning (ICML), 2020 |
Incorporating Symmetry into Deep Dynamics Models for Improved
GeneralizationInternational Conference on Learning Representations (ICLR), 2020 |
Universal Equivariant Multilayer PerceptronsInternational Conference on Machine Learning (ICML), 2020 |
Attentive Group Equivariant Convolutional NetworksInternational Conference on Machine Learning (ICML), 2020 |
Quaternion Equivariant Capsule Networks for 3D Point CloudsEuropean Conference on Computer Vision (ECCV), 2019 |
Tangent Images for Mitigating Spherical DistortionComputer Vision and Pattern Recognition (CVPR), 2019 |
General -Equivariant Steerable CNNsNeural Information Processing Systems (NeurIPS), 2019 |
Co-Attentive Equivariant Neural Networks: Focusing Equivariance On
Transformations Co-Occurring In DataInternational Conference on Learning Representations (ICLR), 2019 |
Scale-Equivariant Steerable NetworksInternational Conference on Learning Representations (ICLR), 2019 |
B-Spline CNNs on Lie GroupsInternational Conference on Learning Representations (ICLR), 2019 |
DisCo: Physics-Based Unsupervised Discovery of Coherent Structures in
Spatiotemporal SystemsWorkshop on Machine Learning in High Performance Computing Environments (LHPCE), 2019 |
Horizontal Flows and Manifold Stochastics in Geometric Deep LearningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019 |
Orientation-aware Semantic Segmentation on Icosahedron SpheresIEEE International Conference on Computer Vision (ICCV), 2019 |
On the "steerability" of generative adversarial networksInternational Conference on Learning Representations (ICLR), 2019 |
Stand-Alone Self-Attention in Vision ModelsNeural Information Processing Systems (NeurIPS), 2019 |
Cormorant: Covariant Molecular Neural NetworksNeural Information Processing Systems (NeurIPS), 2019 |
Incidence Networks for Geometric Deep LearningInternational Conference on Machine Learning (ICML), 2019 |