Search Results for author: Yini Fang

Found 6 papers, 4 papers with code

Deep Learning-driven Mobile Traffic Measurement Collection and Analysis

no code implementations14 Oct 2024 Yini Fang

Secondly, we design SDGNet, a handover-aware graph neural network model for long-term mobile traffic forecasting.

Deep Learning Graph Neural Network

Survey of Design Paradigms for Social Robots

no code implementations30 Jul 2024 Rita Frieske, Xiaoyu Mo, Yini Fang, Jay Nieles, Bertram E. Shi

The demand for social robots in fields like healthcare, education, and entertainment increases due to their emotional adaptation features.

Survey

OAT: Object-Level Attention Transformer for Gaze Scanpath Prediction

1 code implementation18 Jul 2024 Yini Fang, Jingling Yu, Haozheng Zhang, Ralf van der Lans, Bertram Shi

The decoder predicts the gaze scanpath as a sequence of object fixations, by integrating output features from both the encoder and decoder.

Decoder Object +2

HIC-YOLOv5: Improved YOLOv5 For Small Object Detection

1 code implementation28 Sep 2023 Shiyi Tang, Shu Zhang, Yini Fang

Small object detection has been a challenging problem in the field of object detection.

Object object-detection +2

Integrating Holistic and Local Information to Estimate Emotional Reaction Intensity

1 code implementation9 May 2023 Yini Fang, Liang Wu, Frederic Jumelle, Bertram Shi

We handle variable video length with a regression token that accumulates information from all frames into a fixed-dimensional vector independent of video length.

regression

RMES: Real-Time Micro-Expression Spotting Using Phase From Riesz Pyramid

1 code implementation9 May 2023 Yini Fang, Didan Deng, Liang Wu, Frederic Jumelle, Bertram Shi

In comparison to optical flow, phase provides more localized motion estimates, which are essential for ME spotting, resulting in higher performance.

Micro-Expression Spotting Optical Flow Estimation

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