Search Results for author: William Thong

Found 11 papers, 7 papers with code

Query by Activity Video in the Wild

1 code implementation23 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.

Retrieval

Ethical Considerations for Responsible Data Curation

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.

Fairness

Content-Diverse Comparisons improve IQA

no code implementations9 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.

Image Quality Assessment SSIM

Feature and Label Embedding Spaces Matter in Addressing Image Classifier Bias

1 code implementation27 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.

Attribute Fairness

Object Priors for Classifying and Localizing Unseen Actions

1 code implementation10 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.

Action Classification Action Localization +5

Bias-Awareness for Zero-Shot Learning the Seen and Unseen

1 code implementation25 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.

Generalized Zero-Shot Learning

Open Cross-Domain Visual Search

2 code implementations19 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.

Domain Adaptation

A Layer-Based Sequential Framework for Scene Generation with GANs

1 code implementation2 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.

Conditional Image Generation Scene Generation

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