Search Results for author: Ziming Wu

Found 3 papers, 2 papers with code

Towards Better Modeling with Missing Data: A Contrastive Learning-based Visual Analytics Perspective

no code implementations18 Sep 2023 Laixin Xie, Yang Ouyang, Longfei Chen, Ziming Wu, Quan Li

These approaches rely on the observed data to estimate the missing values and therefore encounter three main shortcomings in imputation, including the need for different imputation methods for various missing data mechanisms, heavy dependence on the assumption of data distribution, and potential introduction of bias.

Contrastive Learning Imputation

Deep Music Retrieval for Fine-Grained Videos by Exploiting Cross-Modal-Encoded Voice-Overs

1 code implementation21 Apr 2021 Tingtian Li, Zixun Sun, Haoruo Zhang, Jin Li, Ziming Wu, Hui Zhan, Yipeng Yu, Hengcan Shi

In this paper, we also investigate the widely added voice-overs in short videos and propose a novel framework to retrieve BGM for fine-grained short videos.

Pseudo Label Retrieval

Coloring with Words: Guiding Image Colorization Through Text-based Palette Generation

1 code implementation ECCV 2018 Hyojin Bahng, Seungjoo Yoo, Wonwoong Cho, David K. Park, Ziming Wu, Xiaojuan Ma, Jaegul Choo

This paper proposes a novel approach to generate multiple color palettes that reflect the semantics of input text and then colorize a given grayscale image according to the generated color palette.

Colorization Image Colorization +1

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