Search Results for author: Guangyuan Wang

Found 4 papers, 3 papers with code

High-Resolution Volumetric Reconstruction for Clothed Humans

no code implementations25 Jul 2023 Sicong Tang, Guangyuan Wang, Qing Ran, Lingzhi Li, Li Shen, Ping Tan

We present a novel method for reconstructing clothed humans from a sparse set of, e. g., 1 to 6 RGB images.

Quantization

Spherical Text Embedding

1 code implementation NeurIPS 2019 Yu Meng, Jiaxin Huang, Guangyuan Wang, Chao Zhang, Honglei Zhuang, Lance Kaplan, Jiawei Han

While text embeddings are typically learned in the Euclidean space, directional similarity is often more effective in tasks such as word similarity and document clustering, which creates a gap between the training stage and usage stage of text embedding.

Clustering Riemannian optimization +1

Discriminative Topic Mining via Category-Name Guided Text Embedding

1 code implementation20 Aug 2019 Yu Meng, Jiaxin Huang, Guangyuan Wang, Zihan Wang, Chao Zhang, Yu Zhang, Jiawei Han

We propose a new task, discriminative topic mining, which leverages a set of user-provided category names to mine discriminative topics from text corpora.

Document Classification General Classification +3

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