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topological property

4 papers

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Co-occurring keywords · papers mentioning both

representation learning (3) geometric analysis (2) contrastive learning (2) value function polytope (1) linear interpolation (1) graph neural network (1) geometric component analysis (1) sense-enhanced embedding (1) embedding isotropy (1) embedding uniformity (1)

Papers

On the Relation Between Fine-Tuning, Topological Properties, and Task Performance in Sense-Enhanced Embeddings ACL 2025 GeomCA: Geometric Evaluation of Data Representations ICML 2021 Building powerful and equivariant graph neural networks with structural message-passing NeurIPS 2020 The Value Function Polytope in Reinforcement Learning ICML 2019