1 code implementation • 23 Nov 2023 • Tao Hu, William Thong, Pascal Mettes, Cees G. M. Snoek
In this paper, we propose a visual-semantic embedding network that explicitly deals with the imbalanced scenario for activity retrieval.
no code implementations • ICCV 2023 • William Thong, Przemyslaw Joniak, Alice Xiang
While effective, the Fitzpatrick scale only focuses on the skin tone ranging from light to dark.
1 code implementation • NeurIPS 2023 • Jerone T. A. Andrews, Dora Zhao, William Thong, Apostolos Modas, Orestis Papakyriakopoulos, Alice Xiang
Human-centric computer vision (HCCV) data curation practices often neglect privacy and bias concerns, leading to dataset retractions and unfair models.
no code implementations • 9 Nov 2022 • William Thong, Jose Costa Pereira, Sarah Parisot, Ales Leonardis, Steven McDonagh
This restricts the diversity and number of image pairs that the model is exposed to during training.
1 code implementation • 27 Oct 2021 • William Thong, Cees G. M. Snoek
This paper strives to address image classifier bias, with a focus on both feature and label embedding spaces.
no code implementations • 7 May 2021 • Jinjin Gu, Haoming Cai, Chao Dong, Jimmy S. Ren, Yu Qiao, Shuhang Gu, Radu Timofte, Manri Cheon, SungJun Yoon, Byungyeon Kang, Junwoo Lee, Qing Zhang, Haiyang Guo, Yi Bin, Yuqing Hou, Hengliang Luo, Jingyu Guo, ZiRui Wang, Hai Wang, Wenming Yang, Qingyan Bai, Shuwei Shi, Weihao Xia, Mingdeng Cao, Jiahao Wang, Yifan Chen, Yujiu Yang, Yang Li, Tao Zhang, Longtao Feng, Yiting Liao, Junlin Li, William Thong, Jose Costa Pereira, Ales Leonardis, Steven McDonagh, Kele Xu, Lehan Yang, Hengxing Cai, Pengfei Sun, Seyed Mehdi Ayyoubzadeh, Ali Royat, Sid Ahmed Fezza, Dounia Hammou, Wassim Hamidouche, Sewoong Ahn, Gwangjin Yoon, Koki Tsubota, Hiroaki Akutsu, Kiyoharu Aizawa
This paper reports on the NTIRE 2021 challenge on perceptual image quality assessment (IQA), held in conjunction with the New Trends in Image Restoration and Enhancement workshop (NTIRE) workshop at CVPR 2021.
1 code implementation • 10 Apr 2021 • Pascal Mettes, William Thong, Cees G. M. Snoek
This work strives for the classification and localization of human actions in videos, without the need for any labeled video training examples.
1 code implementation • 25 Aug 2020 • William Thong, Cees G. M. Snoek
We propose a bias-aware learner to map inputs to a semantic embedding space for generalized zero-shot learning.
2 code implementations • 19 Nov 2019 • William Thong, Pascal Mettes, Cees G. M. Snoek
In this paper, we make the step towards an open setting where multiple visual domains are available.
no code implementations • 2 Apr 2019 • William Thong, Cees G. M. Snoek, Arnold W. M. Smeulders
These relationships enable them to cooperate for their mutual benefits for image retrieval.
1 code implementation • 2 Feb 2019 • Mehmet Ozgur Turkoglu, William Thong, Luuk Spreeuwers, Berkay Kicanaoglu
The visual world we sense, interpret and interact everyday is a complex composition of interleaved physical entities.