Achieving Cross Modal Generalization with Multimodal Unified Representation

Yan Xia, Hai Huang, Jieming Zhu, Zhou Zhao
2/12/2026

No official code found. Best implementation: haihuangcode/CMG (243 stars, last commit 2025-09-25).

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haihuangcode/CMGCommunity55%

The official implementation of 1. Achieving Cross Modal Generalization with Multimodal Unified Representation (NeurIPS '23) 2. Open-set Cross Modal Generalization via Multimodal Unified Representation (ICCV '25) 3. Enhancing Multimodal Unified Representations for Cross Modal Generalization (ACL ‘25 Findings)

2438Shell, PythonOct 24, 20231 years ago
cross-modal-generalizationmultimodal

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Cite this paper

@article{xia2026achieving,
  title  = {Achieving Cross Modal Generalization with Multimodal Unified Representation},
  author = {Yan Xia and Hai Huang and Jieming Zhu and Zhou Zhao},
  year   = {2026},
  doi    = {10.52202/075280-2774},
  url    = {https://doi.org/10.52202/075280-2774},
  journal = {NEURIPS 2023 2023}
}

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