Yifan Wu

According to our database, Yifan Wu authored at least 11 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

MetaGraspNetV2: All-in-One Dataset Enabling Fast and Reliable Robotic Bin Picking via Object Relationship Reasoning and Dexterous Grasping.

Maximilian Gilles, Yuhao Chen, E. Zhixuan Zeng, Yifan Wu, Kai Furmans, Alexander Wong, Rania Rayyes

IEEE Trans Autom. Sci. Eng., July, 2024

Robust Analysis of Multi-Task Learning on a Complex Vision System.

Dayou Mao, Yuhao Chen, Yifan Wu, Maximilian Gilles, Alexander Wong

CoRR, 2024

NutritionVerse-Real: An Open Access Manually Collected 2D Food Scene Dataset for Dietary Intake Estimation.

Chi-En Amy Tai, Saeejith Nair, Olivia Markham, Matthew Keller, Yifan Wu, Yuhao Chen, Alexander Wong

CoRR, 2024

Rethinking Resource Competition in Multi-Task Learning: From Shared Parameters to Shared Representation.

Dayou Mao, Yuhao Chen, Yifan Wu, Maximilian Gilles, Alexander Wong

IEEE Access, 2024

2023

Multi-Task Edge Detection for Building Vectorization From Aerial Images.

Yifan Wu, Linlin Xu, Lei Wang, Qi Chen, Yuhao Chen, David A. Clausi

IEEE Geosci. Remote. Sens. Lett., 2023

COVIDx CXR-4: An Expanded Multi-Institutional Open-Source Benchmark Dataset for Chest X-ray Image-Based Computer-Aided COVID-19 Diagnostics.

Yifan Wu, Hayden Gunraj, Chi-En Amy Tai, Alexander Wong

CoRR, 2023

NutritionVerse: Empirical Study of Various Dietary Intake Estimation Approaches.

Chi-En Amy Tai, Matthew Keller, Saeejith Nair, Yuhao Chen, Yifan Wu, Olivia Markham, Krish Parmar, Pengcheng Xi, Heather H. Keller, Sharon Kirkpatrick, Alexander Wong

Proceedings of the 8th International Workshop on Multimedia Assisted Dietary Management, 2023

Fast GraspNeXt: A Fast Self-Attention Neural Network Architecture for Multi-task Learning in Computer Vision Tasks for Robotic Grasping on the Edge.

Alexander Wong, Yifan Wu, Saad Abbasi, Saeejith Nair, Yuhao Chen, Mohammad Javad Shafiee

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

TAL: Topography-Aware Multi-Resolution Fusion Learning for Enhanced Building Footprint Extraction.

Yifan Wu, Linlin Xu, Yuhao Chen, Alexander Wong, David A. Clausi

IEEE Geosci. Remote. Sens. Lett., 2022

2020

Quantization in Relative Gradient Angle Domain For Building Polygon Estimation.

Yuhao Chen, Yifan Wu, Linlin Xu, Alexander Wong

Proceedings of the 25th International Conference on Pattern Recognition, 2020

2018

Aerial Imagery for Roof Segmentation: A Large-Scale Dataset towards Automatic Mapping of Buildings.

Qi Chen, Lei Wang, Yifan Wu, Guangming Wu, Zhiling Guo, Steven L. Waslander

CoRR, 2018