TraveL: Transformer-based Multi-view Path Distributional Representation Learning
cs.LG, cs.AI
Submitted: 2026-09-03
Updated: 2026-09-03
Comments: 10 pages
Code: https://github.com/bmwcarit/barefoot
License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Terminology
Sources
- BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
- An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale
- Efficient Estimation of Word Representations in Vector Space
- Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks
- InfoGraph: Unsupervised and Semi-supervised Graph-Level Representation Learning via Mutual Information Maximization
- Unsupervised Path Representation Learning with Curriculum Negative Sampling
- PathRank: A Multi-Task Learning Framework to Rank Paths in Spatial Networks
- Auto-Encoding Variational Bayes
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