Jiaqian Yu

Researcher, Samsung R&D Institute China - Beijing

Joined

July 2019

Names

Jiaqian Yu

俞佳茜

Emails

****@126.com (Confirmed)

****@samsung.com (Confirmed)

****@centralesupelec.fr (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Researcher

Samsung R&D Institute China - Beijing (samsung.com)

2017 – Present

PhD student

CentraleSupélec / Université Paris-Saclay (centralesupelec.fr)

2014 – 2017

MS student

Beijing University of Aeronautics and Astronautics (buaa.edu.cn)

2011 – 2014

Advisors, Relations & Conflicts

PhD Advisor

Matthew Blaschko

2014 – 2017

Expertise

machine learning

2014 – Present

computer vision

2014 – Present

Publications

Jigsaw-R1: A Study of Rule-based Visual Reinforcement Learning with Jigsaw Puzzles
Zifu Wang, Junyi Zhu, Bo Tang, Zhiyu li, Feiyu Xiong, Jiaqian Yu, Matthew B. Blaschko
- Accepted by TMLR
- Readers: Everyone
Revisiting Evaluation Metrics for Semantic Segmentation: Optimization and Evaluation of Fine-grained Intersection over Union
Zifu Wang, Maxim Berman, Amal Rannen-Triki, Philip Torr, Devis Tuia, Tinne Tuytelaars, Luc Van Gool, Jiaqian Yu, Matthew B. Blaschko
- NeurIPS 2023 Datasets and Benchmarks Poster
- Readers: Everyone
BadTrack: A Poison-Only Backdoor Attack on Visual Object Tracking
Bin Huang, Jiaqian Yu, Yiwei Chen, Siyang Pan, Qiang Wang, Zhi Wang
- NeurIPS 2023 poster
- Readers: Everyone
Learning Test Time Augmentation with Cascade Loss Prediction
Siyang Pan, Jiaqian Yu, Dongwook Lee, Qiang Wang, ChangBeom Park, ByungIn Yoo
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- Submitted to ICLR 2023
- Readers: Everyone
Learning Generalized Intersection Over Union for Dense Pixelwise Prediction
Jiaqian Yu, Jingtao Xu, Yiwei Chen, Weiming Li, Qiang Wang, ByungIn Yoo, Jae-Joon Han
- 2021 (modified: 13 Jun 2022)
- ICML 2021
- Readers: Everyone
AFOD: Adaptive Focused Discriminative Segmentation Tracker
Yiwei Chen, Jingtao Xu, Jiaqian Yu, Qiang Wang, ByungIn Yoo, Jae-Joon Han
- 2020 (modified: 13 Jun 2022)
- ECCV Workshops (5) 2020
- Readers: Everyone
The Eighth Visual Object Tracking VOT2020 Challenge Results
Matej Kristan, Ales Leonardis, Jiri Matas, Michael Felsberg, Roman P. Pflugfelder, Joni-Kristian Kämäräinen, Martin Danelljan, Luka Cehovin Zajc, Alan Lukezic, Ondrej Drbohlav, Linbo He, Yushan Zhang, Song Yan, Jinyu Yang, Gustavo Fernández, Alexander G. Hauptmann, Alireza Memarmoghadam, Álvaro García-Martín, Andreas Robinson, Anton Varfolomieiev et al. (88 additional authors not shown)
- 2020 (modified: 13 Jun 2022)
- ECCV Workshops (5) 2020
- Readers: Everyone
The Lovász Hinge: A Novel Convex Surrogate for Submodular Losses
Jiaqian Yu, Matthew B. Blaschko
- 2020 (modified: 13 Jun 2022)
- IEEE Trans. Pattern Anal. Mach. Intell. 2020
- Readers: Everyone
An Efficient Decomposition Framework for Discriminative Segmentation with Supermodular Losses
Jiaqian Yu, Matthew B. Blaschko
- 2017 (modified: 13 Jun 2022)
- CoRR 2017
- Readers: Everyone
A Convex Surrogate Operator for General Non-Modular Loss Functions
Jiaqian Yu, Matthew B. Blaschko
- 2016 (modified: 13 Jun 2022)
- CoRR 2016
- Readers: Everyone

View all 13 publications

Co-Authors

View all 126 co-authors