Search Results for author: Weidong Yin

Found 5 papers, 1 papers with code

Contrastive Vision-Language Pre-training with Limited Resources

1 code implementation17 Dec 2021 Quan Cui, Boyan Zhou, Yu Guo, Weidong Yin, Hao Wu, Osamu Yoshie, Yubo Chen

However, these works require a tremendous amount of data and computational resources (e. g., billion-level web data and hundreds of GPUs), which prevent researchers with limited resources from reproduction and further exploration.

Contrastive Learning

Person-in-Context Synthesiswith Compositional Structural Space

no code implementations28 Aug 2020 Weidong Yin, Ziwei Liu, Leonid Sigal

To handle the stark difference in input structures, we proposed two separate neural branches to attentively composite the respective (context/person) inputs into shared ``compositional structural space'', which encodes shape, location and appearance information for both context and person structures in a disentangled manner.

Instance-level Facial Attributes Transfer with Geometry-Aware Flow

no code implementations30 Nov 2018 Weidong Yin, Ziwei Liu, Chen Change Loy

Geometry-aware flow is able to warp the source face attribute into the target face context and generate a warp-and-blend result.

Attribute Hallucination

Image Generation from Layout

no code implementations CVPR 2019 Bo Zhao, Lili Meng, Weidong Yin, Leonid Sigal

The representation of each object is disentangled into a specified/certain part (category) and an unspecified/uncertain part (appearance).

Layout-to-Image Generation Object

Semi-Latent GAN: Learning to generate and modify facial images from attributes

no code implementations7 Apr 2017 Weidong Yin, Yanwei Fu, Leonid Sigal, xiangyang xue

Generating and manipulating human facial images using high-level attributal controls are important and interesting problems.

Attribute Generative Adversarial Network

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