"hierarchical representation learning" Papers

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Compositional Entailment Learning for Hyperbolic Vision-Language Models

Avik Pal, Max van Spengler, Guido D'Amely di Melendugno et al.

ICLR 2025arXiv:2410.06912

DETree: DEtecting Human-AI Collaborative Texts via Tree-Structured Hierarchical Representation Learning

Yongxin He, Shan Zhang, Yixuan Cao et al.

NEURIPS 2025arXiv:2510.17489

DualEqui: A Dual-Space Hierarchical Equivariant Network for Large Biomolecules

Junjie Xu, Jiahao Zhang, Mangal Prakash et al.

Multi-Granularity Open Intent Classification via Adaptive Granular-Ball Decision Boundary

Yanhua Li, Xiaocao Ouyang, Chaofan Pan et al.

AAAI 2025paperarXiv:2412.13542

Hierarchical Aligned Multimodal Learning for NER on Tweet Posts

Peipei Liu, Hong Li, Yimo Ren et al.

AAAI 2024paperarXiv:2305.08372

How Deep Networks Learn Sparse and Hierarchical Data: the Sparse Random Hierarchy Model

Umberto Tomasini, Matthieu Wyart

ICML 2024spotlightarXiv:2404.10727