Search Results for author: Jinbao Li

Found 4 papers, 2 papers with code

Enhanced Urban Region Profiling with Adversarial Self-Supervised Learning

no code implementations2 Feb 2024 Weiliang Chan, Qianqian Ren, Jinbao Li

Urban region profiling is pivotal for smart cities, but mining fine-grained semantics from noisy and incomplete urban data remains challenging.

Collaborative Filtering Contrastive Learning +2

Distillation Enhanced Time Series Forecasting Network with Momentum Contrastive Learning

1 code implementation31 Jan 2024 Haozhi Gao, Qianqian Ren, Jinbao Li

Meanwhile, we design a supervised task to learn more robust representations and facilitate the contrastive learning process.

Contrastive Learning Data Augmentation +3

MEAOD: Model Extraction Attack against Object Detectors

no code implementations22 Dec 2023 Zeyu Li, Chenghui Shi, Yuwen Pu, Xuhong Zhang, Yu Li, Jinbao Li, Shouling Ji

The widespread use of deep learning technology across various industries has made deep neural network models highly valuable and, as a result, attractive targets for potential attackers.

Active Learning Model extraction +3

Sharp Eyes: A Salient Object Detector Working The Same Way as Human Visual Characteristics

1 code implementation18 Jan 2023 Ge Zhu, Jinbao Li, Yahong Guo

In the OS branch, we first aggregate multi-level features to adaptively select complementary components, and then feed the saliency features with expanded boundary into aggregated features to guide the network obtain complete prediction.

Semantic Segmentation

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