Search Results for author: Xiaofeng Pan

Found 7 papers, 4 papers with code

DPAN: Dynamic Preference-based and Attribute-aware Network for Relevant Recommendations

1 code implementation21 Aug 2023 Wei Dai, Yingmin Su, Xiaofeng Pan

In e-commerce platforms, the relevant recommendation is a unique scenario providing related items for a trigger item that users are interested in.


FAN: Fatigue-Aware Network for Click-Through Rate Prediction in E-commerce Recommendation

1 code implementation10 Apr 2023 Ming Li, Naiyin Liu, Xiaofeng Pan, Yang Huang, Ningning Li, Yingmin Su, Chengjun Mao, Bo Cao

Then the frequency spectrum is modulated by category information of the target item to model the bias that both the upper bound of fatigue and users' patience is different for different categories.

Click-Through Rate Prediction Time Series

MetaCVR: Conversion Rate Prediction via Meta Learning in Small-Scale Recommendation Scenarios

no code implementations27 Dec 2021 Xiaofeng Pan, Ming Li, Jing Zhang, Keren Yu, Luping Wang, Hong Wen, Chengjun Mao, Bo Cao

At last, we develop an Ensemble Prediction Network (EPN) which incorporates the output of FRN and DMN to make the final CVR prediction.


ANL: Anti-Noise Learning for Cross-Domain Person Re-Identification

no code implementations27 Dec 2020 Hongliang Zhang, Shoudong Han, Xiaofeng Pan, Jun Zhao

Usually, attributed to the domain gaps, the pre-trained source domain model cannot extract appropriate target domain features, which will dramatically affect the clustering performance and the accuracy of pseudo-labels.

Clustering Contrastive Learning +1

MAT: Motion-Aware Multi-Object Tracking

no code implementations10 Sep 2020 Shoudong Han, Piao Huang, Hongwei Wang, En Yu, Donghaisheng Liu, Xiaofeng Pan, Jun Zhao

Modern multi-object tracking (MOT) systems usually model the trajectories by associating per-frame detections.

Multi-Object Tracking Object

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