Search Results for author: Kebin Liu

Found 4 papers, 2 papers with code

Palantir: Towards Efficient Super Resolution for Ultra-high-definition Live Streaming

1 code implementation12 Aug 2024 Xinqi Jin, Zhui Zhu, Xikai Sun, Fan Dang, Jiangchuan Liu, Jingao Xu, Kebin Liu, Xinlei Chen, Yunhao Liu

When compared to the naive method of applying DNN-based SR on all the frames, Palantir can reduce the SR DNN inference overhead by 20 times (or 60 times) while preserving 54. 0-82. 6% (or 32. 8-64. 0%) of the quality gain.

Scheduling Super-Resolution

Learning Robust Correlation with Foundation Model for Weakly-Supervised Few-Shot Segmentation

no code implementations30 May 2024 Xinyang Huang, Chuang Zhu, Kebin Liu, Ruiying Ren, ShengJie Liu

In this work, we design a Correlation Enhancement Network (CORENet) with foundation model, which utilizes multi-information guidance to learn robust correlation.

Hard-aware Instance Adaptive Self-training for Unsupervised Cross-domain Semantic Segmentation

1 code implementation14 Feb 2023 Chuang Zhu, Kebin Liu, Wenqi Tang, Ke Mei, Jiaqi Zou, Tiejun Huang

The divergence between labeled training data and unlabeled testing data is a significant challenge for recent deep learning models.

Diversity Model Optimization +3

Multiple Narrow-band signals Direction Finding with TMLA by Nonuniform Period Modulation

no code implementations30 Mar 2022 Kebin Liu, Lening Zhang, Qingkui Zhan, Chong He

A new array signal reconstruction and signal-channel DOA estimation method based on TMLA by nonuniform period modulation are proposed.

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