 EquiformerV2: Improved Equivariant Transformer for Scaling to
Higher-Degree RepresentationsInternational Conference on Learning Representations (ICLR), 2023 |
 -Equivariant Vision TransformerConference on Uncertainty in Artificial Intelligence (UAI), 2023 |
 Reducing SO(3) Convolutions to SO(2) for Efficient Equivariant GNNsInternational Conference on Machine Learning (ICML), 2023 |
 Equiformer: Equivariant Graph Attention Transformer for 3D Atomistic
GraphsInternational Conference on Learning Representations (ICLR), 2022 |
 SE(3)-Equivariant Attention Networks for Shape Reconstruction in
Function SpaceInternational Conference on Learning Representations (ICLR), 2022 |
 Early Convolutions Help Transformers See BetterNeural Information Processing Systems (NeurIPS), 2021 |
 Scalars are universal: Equivariant machine learning, structured like
classical physicsNeural Information Processing Systems (NeurIPS), 2021 |
 LieTransformer: Equivariant self-attention for Lie GroupsInternational Conference on Machine Learning (ICML), 2020 |
 Group Equivariant Stand-Alone Self-Attention For VisionInternational Conference on Learning Representations (ICLR), 2020 |
 End-to-End Object Detection with TransformersEuropean Conference on Computer Vision (ECCV), 2020 |
 Attentive Group Equivariant Convolutional NetworksInternational Conference on Machine Learning (ICML), 2020 |
 General -Equivariant Steerable CNNsNeural Information Processing Systems (NeurIPS), 2019 |
 Stand-Alone Self-Attention in Vision ModelsNeural Information Processing Systems (NeurIPS), 2019 |
 Cormorant: Covariant Molecular Neural NetworksNeural Information Processing Systems (NeurIPS), 2019 |
 3D Steerable CNNs: Learning Rotationally Equivariant Features in
Volumetric DataNeural Information Processing Systems (NeurIPS), 2018 |
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 Graph Attention NetworksInternational Conference on Learning Representations (ICLR), 2017 |
 Attention Is All You NeedNeural Information Processing Systems (NeurIPS), 2017 |
 Rotation equivariant vector field networksIEEE International Conference on Computer Vision (ICCV), 2016 |
 Steerable CNNsInternational Conference on Learning Representations (ICLR), 2016 |
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 Neural Machine Translation by Jointly Learning to Align and TranslateInternational Conference on Learning Representations (ICLR), 2014 |
 Learning Invariant Representations with Local TransformationsInternational Conference on Machine Learning (ICML), 2012 |
