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hyperbolic space

147 papers

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Co-occurring keywords

representation learning (6206) hyperbolic embedding (100) hierarchical structure (220) graph neural network (3962) hierarchical representation (190) link prediction (624) contrastive learning (4032) hierarchical datum (20) metric learning (1190) knowledge graph embedding (300)

Papers

HIER: Metric Learning Beyond Class Labels via Hierarchical Regularization CVPR 2023
HyperFed: Hyperbolic Prototypes Exploration with Consistent Aggregation for Non-IID Data in Federated Learning IJCAI 2023
Curvature and complexity: Better lower bounds for geodesically convex optimization COLT 2023
Hyperbolic Space with Hierarchical Margin Boosts Fine-Grained Learning from Coarse Labels NIPS 2023
HyperRank: Hyperbolic Ranking Model for Unsupervised Keyphrase Extraction EMNLP 2023
Ancestor Search: Generalized Open Set Recognition via Hyperbolic Side Information Learning WACV 2023
Riemannian SAM: Sharpness-Aware Minimization on Riemannian Manifolds NIPS 2023
Federated Learning with Manifold Regularization and Normalized Update Reaggregation NIPS 2023
The Euclidean Space is Evil: Hyperbolic Attribute Editing for Few-shot Image Generation ICCV 2023
Hyperbolic Vision Transformers: Combining Improvements in Metric Learning CVPR 2022
Hyperbolic Knowledge Transfer with Class Hierarchy for Few-Shot Learning IJCAI 2022
Cryptocurrency Bubble Detection: A New Stock Market Dataset, Financial Task & Hyperbolic Models NAACL 2022
Hyperbolic Relevance Matching for Neural Keyphrase Extraction NAACL 2022
Nested Hyperbolic Spaces for Dimensionality Reduction and Hyperbolic NN Design CVPR 2022
Clipped Hyperbolic Classifiers Are Super-Hyperbolic Classifiers CVPR 2022
PISA: PoIncaré Saliency-Aware Interpolative Augmentation INTERSPEECH 2022
PolygonE: Modeling N-ary Relational Data as Gyro-Polygons in Hyperbolic Space AAAI 2022
FisheyeHDK: Hyperbolic Deformable Kernel Learning for Ultra-Wide Field-of-View Image Recognition AAAI 2022
Adaptive Poincaré Point to Set Distance for Few-Shot Classification AAAI 2022
DMix: Adaptive Distance-aware Interpolative Mixup ACL 2022
Fully Hyperbolic Neural Networks ACL 2022
HYPHEN: Hyperbolic Hawkes Attention For Text Streams ACL 2022
Hyperbolic Image Segmentation CVPR 2022
Hyperbolic Feature Augmentation via Distribution Estimation and Infinite Sampling on Manifolds NIPS 2022
A Rotated Hyperbolic Wrapped Normal Distribution for Hierarchical Representation Learning NIPS 2022