Hi, I'm Noa.


I am an Assistant Professor at IDS, Osaka University.

Call for Papers

The deadlines for submitting contributions to ECCV workshops are approaching

🔎 instance-level

recognition

Deadline: July 25th, 2024

[website]

🎨 computer vision 

for art

Deadline: July 9th, 2024

[website]


🧑‍🤝‍🧑 critical evaluation

of  generative models 

Deadline: July 15th, 2024

[website]

news


selected publications

Auditing Image-based NSFW Classifiers for Content Filtering

Warren Leu, Yuta Nakashima, Noa Garcia.

FAccT 2024.

Would Deep Generative Models Amplify Bias in Future Models?

Tianwei Chen, Yusuke Hirota, Mayu Otani, Noa Garcia, Yuta Nakashima.

CVPR 2024.

CARE-MI: Chinese Benchmark for Misinformation Evaluation in Maternity and Infant Care

Tong Xiang, Liangzhi Li, Wangyue Li, Mingbai Bai, Lu Wei, Bowen Wang, Noa Garcia

NeurIPS 2023 D&B track.       Code

Uncurated Image-Text Datasets: Shedding Light on Demographic Bias

Noa Garcia , Yusuke Hirota, Yankun Wu, Yuta Nakashima.

CVPR 2023, Highlight.      Data

Model-Agnostic Gender Debiased Image Captioning

Yusuke Hirota, Yuta Nakashima, Noa Garcia.

CVPR 2023.

Gender and Racial Bias in Visual Question Answering Datasets

Yusuke Hirota, Yuta Nakashima, Noa Garcia.

FAccT 2022.

Quantifying Societal Bias Amplification in Image Captioning

Yusuke Hirota, Yuta Nakashima, Noa Garcia.

CVPR 2022, Oral.      Website Code Video MLRC2022

The MET Dataset: Instance-level Recognition for Artworks

Nikolaos-Antonios Ypsilantis, Noa Garcia, Guangxing Han, Sarah Ibrahimi, Nanne Van Noord, Giorgos Tolias.

NeurIPS 2021 D&B track. Website Data Code Video

Transferring Domain-Agnostic Knowledge in Video Question Answering

Tianran Wu, Noa Garcia, Mayu Otani, Chenhui Chu, Yuta Nakashima, Haruo Takemura.

BMVC 2021. Website Data Video

KnowIT VQA: Answering Knowledge-Based Questions about Videos

Noa Garcia, Mayu Otani, Chenhui Chu, Yuta Nakashima.

AAAI 2020 Website Data Code

BERT representations for Video Question Answering

Zekun Yang, Noa Garcia, Chenhui Chu, Mayu Otani, Yuta Nakashima, Haruo Takemura.

WACV 2020.

Context-Aware Embeddings for Automatic Art Analysis

Noa Garcia, Benjamin Renoust, Yuta Nakashima.

ICMR 2019. Code

How to Read Paintings: Semantic Art Understanding with Multi-Modal Retrieval

Noa Garcia and George Vogiatzis.

VISART workshop at ECCV 2018. Website Data Code

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