keyword computer vision，machine learning，natural language processing，artificial inteligence
Aston University Ph.D. Computer Science
2015/10 - 2019/03
Universitat Politecnica Catalunya Telecommunication Engineering
2006/09 - 2012/06
No Annotations for Object Detection in Art Through Stable Diffusion
Patrick Ramos, Nicolas Gonthier, Selina Khan, Yuta Nakashima, Noa Garcia
2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) p. 6228-6237 2025/02/26 Research paper (international conference proceedings)
Publisher: IEEE
Stable Diffusion Exposed: Gender Bias from Prompt to Image
Yankun Wu, Yuta Nakashima, Noa Garcia
Proceedings of the 2024 AAAI/ACM Conference on AI, Ethics, and Society p. 1648-1659 2025/02 Research paper (international conference proceedings)
Situating the social issues of image generation models in the model life cycle: a sociotechnical approach
Amelia Katirai, Noa Garcia, Kazuki Ide, Yuta Nakashima, Atsuo Kishimoto
AI and Ethics 2024/07/24 Research paper (scientific journal)
Publisher: Springer Science and Business Media LLC
Auditing Image-based NSFW Classifiers for Content Filtering.
Warren Leu, Yuta Nakashima, Noa Garcia
FAccT p. 1163-1173 2024 Research paper (international conference proceedings)
Would Deep Generative Models Amplify Bias in Future Models?
Tianwei Chen, Yusuke Hirota, Mayu Otani, Noa Garcia, Yuta Nakashima
CVPR p. 10833-10843 2024 Research paper (international conference proceedings)
Publisher: IEEE
Can Multiple-choice Questions Really Be Useful in Detecting the Abilities of LLMs?
Wangyue Li, Liangzhi Li 0001, Tong Xiang, Xiao Liu, Wei Deng, Noa Garcia
LREC/COLING p. 2819-2834 2024 Research paper (international conference proceedings)
CARE-MI: Chinese Benchmark for Misinformation Evaluation in Maternity and Infant Care.
Tong Xiang, Liangzhi Li 0004, Wangyue Li, Mingbai Bai, Lu Wei, Bowen Wang, Noa Garcia
NeurIPS 2023 Research paper (international conference proceedings)
Not Only Generative Art: Stable Diffusion for Content-Style Disentanglement in Art Analysis.
Yankun Wu, Yuta Nakashima, Noa Garcia
Proceedings of the 2023 ACM International Conference on Multimedia Retrieval(ICMR) p. 199-208 2023 Research paper (international conference proceedings)
Publisher: ACM
Model-Agnostic Gender Debiased Image Captioning.
Yusuke Hirota, Yuta Nakashima, Noa Garcia
CVPR p. 15191-15200 2023 Research paper (international conference proceedings)
Uncurated Image-Text Datasets: Shedding Light on Demographic Bias.
Noa Garcia, Yusuke Hirota, Yankun Wu, Yuta Nakashima
CVPR p. 6957-6966 2023 Research paper (international conference proceedings)
Gender and Racial Bias in Visual Question Answering Datasets.
Yusuke Hirota, Yuta Nakashima, Noa Garcia
FAccT p. 1280-1292 2022 Research paper (international conference proceedings)
Quantifying Societal Bias Amplification in Image Captioning.
Yusuke Hirota, Yuta Nakashima, Noa Garcia
CVPR p. 13440-13449 2022 Research paper (international conference proceedings)
The Met Dataset: Instance-level Recognition for Artworks.
Nikolaos-Antonios Ypsilantis, Noa Garcia, Guangxing Han, Sarah Ibrahimi, Nanne van Noord, Giorgos Tolias
Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, NeurIPS Datasets and Benchmarks 2021 2021 Research paper (international conference proceedings)
Explain Me the Painting: Multi-Topic Knowledgeable Art Description Generation.
Zechen Bai, Yuta Nakashima, Noa Garcia
2021 IEEE/CVF International Conference on Computer Vision(ICCV) p. 5402-5412 2021 Research paper (international conference proceedings)
Publisher: IEEE
BERT Representations for Video Question Answering.
Zekun Yang, Noa Garcia, Chenhui Chu, Mayu Otani, Yuta Nakashima, Haruo Takemura
WACV p. 1545-1554 2020 Research paper (international conference proceedings)
Publisher: IEEE
Knowledge-Based Video Question Answering with Unsupervised Scene Descriptions.
Noa Garcia, Yuta Nakashima
European Conference on Computer Vision p. 581-598 2020 Research paper (international conference proceedings)
Publisher: Springer
Demographic Influences on Contemporary Art with Unsupervised Style Embeddings.
Nikolai Huckle, Noa Garcia, Yuta Nakashima
European Conference on Computer Vision Workshops p. 126-142 2020 Research paper (international conference proceedings)
Publisher: Springer
KnowIT VQA: Answering Knowledge-Based Questions about Videos.
Noa Garcia, Mayu Otani, Chenhui Chu, Yuta Nakashima
AAAI p. 10826-10834 2020 Research paper (international conference proceedings)
Publisher: AAAI PressContext-Aware Embeddings for Automatic Art Analysis.
Noa Garcia, Benjamin Renoust, Yuta Nakashima
Internation Conference on Multimedia Retrieval p. 25-33 2019 Research paper (international conference proceedings)
Publisher: ACM
Learning non-metric visual similarity for image retrieval.
Noa Garcia, George Vogiatzis
Image Vis. Comput. Vol. 82 p. 18-25 2019 Research paper (scientific journal)
How to Read Paintings: Semantic Art Understanding with Multi-modal Retrieval.
Noa Garcia, George Vogiatzis
European Conference on Computer Vision Workshops p. 676-691 2018 Research paper (international conference proceedings)
Publisher: Springer
GNNBoost: boosting artwork classification with graph embeddings
Cheikh Brahim El Vaigh, Noa Garcia, Benjamin Renoust, Chenhui Chu, Yuta Nakashima, Yiming Qian, Hajime Nagahara
Multimedia Tools and Applications 2025/02/25 Research paper (scientific journal)
Publisher: Springer Science and Business Media LLC
Revealing Gender Bias from Prompt to Image in Stable Diffusion
Yankun Wu, Yuta Nakashima, Noa Garcia
Journal of Imaging Vol. 11 No. 2 p. 35-35 2025/01/24 Research paper (scientific journal)
Publisher: MDPI AG
Mitigating Gender Bias Amplification in Image Captioning
Yusuke HIROTA, Yuta NAKASHIMA, Noa GARCIA
IEICE Transactions on Information and Systems 2025 Research paper (scientific journal)
Publisher: Institute of Electronics, Information and Communications Engineers (IEICE)
Societal Bias in Image Captioning: Identifying and Measuring Bias Amplification
Yusuke HIROTA, Yuta NAKASHIMA, Noa GARCIA
IEICE Transactions on Information and Systems 2025 Research paper (scientific journal)
Publisher: Institute of Electronics, Information and Communications Engineers (IEICE)
Learning More May Not Be Better: Knowledge Transferability in Vision-and-Language Tasks
Tianwei Chen, Noa Garcia, Mayu Otani, Chenhui Chu, Yuta Nakashima, Hajime Nagahara
Journal of Imaging Vol. 10 No. 12 p. 300-300 2024/11/22 Research paper (scientific journal)
Publisher: MDPI AG
A Picture May Be Worth a Hundred Words for Visual Question Answering
Yusuke Hirota, Noa Garcia, Mayu Otani, Chenhui Chu, Yuta Nakashima
Electronics 2024/10/31 Research paper (scientific journal)
GOYA: Leveraging Generative Art for Content-Style Disentanglement.
Yankun Wu, Yuta Nakashima, Noa Garcia
J. Imaging Vol. 10 No. 7 p. 156-156 2024/07 Research paper (scientific journal)
Exploring Emotional Stimuli Detection in Artworks: A Benchmark Dataset and Baselines Evaluation.
Tianwei Chen, Noa Garcia, Liangzhi Li 0001, Yuta Nakashima
J. Imaging Vol. 10 No. 6 p. 136-136 2024/06 Research paper (scientific journal)
Reproducibility Companion Paper: Stable Diffusion for Content-Style Disentanglement in Art Analysis
Yankun Wu, Yuta Nakashima, Noa Garcia, Sheng Li, Zhaoyang Zeng
Proceedings of the 2024 International Conference on Multimedia Retrieval 2024/05/30 Research paper (international conference proceedings)
Publisher: ACM
MUWS 2024: The 3rd International Workshop on Multimodal Human Understanding for the Web and Social Media.
Marc A. Kastner 0001, Gullal S. Cheema, Sherzod Hakimov, Noa Garcia
ICMR p. 1342-1344 2024 Research paper (international conference proceedings)
Gender Bias Evaluation in Text-to-image Generation: A Survey.
Yankun Wu, Yuta Nakashima, Noa Garcia
CoRR Vol. abs/2408.11358 2024 Research paper (scientific journal)
Imposter.AI: Adversarial Attacks with Hidden Intentions towards Aligned Large Language Models.
Xiao Liu, Liangzhi Li 0001, Tong Xiang, Fuying Ye, Lu Wei, Wangyue Li, Noa Garcia
CoRR Vol. abs/2407.15399 2024 Research paper (scientific journal)
Retrieving Emotional Stimuli in Artworks.
Tianwei Chen, Noa Garcia, Liangzhi Li 0001, Yuta Nakashima
ICMR p. 515-523 2024 Research paper (international conference proceedings)
Societal Bias in Vision-and-Language Datasets and Models
Yuta NAKASHIMA, Yusuke HIROTA, Yankun WU, Noa GARCIA
Journal of the Imaging Society of Japan Vol. 62 No. 6 2023/12 Research paper (scientific journal)
MUWS'2023: The 2nd International Workshop on Multimodal Human Understanding for the Web and Social Media.
Gullal S. Cheema, Sherzod Hakimov, Marc A. Kastner 0001, Noa Garcia
CIKM p. 5263-5266 2023 Research paper (international conference proceedings)
The semantic typology of visually grounded paraphrases
Chenhui Chu, Vinicius Oliveira, Felix Giovanni Virgo, Mayu Otani, Noa Garcia, Yuta Nakashima
Computer Vision and Image Understanding Vol. 215 p. 103333-103333 2022/01 Research paper (scientific journal)
Publisher: Elsevier BV
Visual Question Answering with Textual Representations for Images
Yusuke Hirota, Noa Garcia, Mayu Otani, Chenhui Chu, Yuta Nakashima, Ittetsu Taniguchi, Takao Onoye
2021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW) 2021/10 Research paper (international conference proceedings)
Publisher: IEEE
GCNBoost: Artwork Classification by Label Propagation through a Knowledge Graph.
Cheikh Brahim El Vaigh, Noa Garcia, Benjamin Renoust, Chenhui Chu, Yuta Nakashima, Hajime Nagahara
ICMR '21: International Conference on Multimedia Retrieval(ICMR) p. 92-100 2021 Research paper (international conference proceedings)
Publisher: ACM
Transferring Domain-Agnostic Knowledge in Video Question Answering.
Tianran Wu, Noa Garcia, Mayu Otani, Chenhui Chu, Yuta Nakashima, Haruo Takemura
BMVC p. 301-301 2021 Research paper (international conference proceedings)
Attending Self-Attention: A Case Study of Visually Grounded Supervision in Vision-and-Language Transformers.
Jules Samaran, Noa Garcia, Mayu Otani, Chenhui Chu, Yuta Nakashima
Proceedings of the ACL-IJCNLP 2021 Student Research Workshop p. 81-86 2021 Research paper (international conference proceedings)
Publisher: Association for Computational Linguistics
A Picture May Be Worth a Hundred Words for Visual Question Answering.
Yusuke Hirota, Noa Garcia, Mayu Otani, Chenhui Chu, Yuta Nakashima, Ittetsu Taniguchi, Takao Onoye
CoRR Vol. abs/2106.13445 2021 Research paper (scientific journal)
GCNBoost: Artwork Classification by Label Propagation through a Knowledge Graph.
Cheikh Brahim El Vaigh, Noa Garcia, Benjamin Renoust, Chenhui Chu, Yuta Nakashima, Hajime Nagahara
Internation Conference Multimedia Retrieval Vol. abs/2105.11852 2021 Research paper (international conference proceedings)
The Laughing Machine: Predicting Humor in Video.
Yuta Kayatani, Zekun Yang, Mayu Otani, Noa Garcia, Chenhui Chu, Yuta Nakashima, Haruo Takemura
WACV p. 2072-2081 2021 Research paper (international conference proceedings)
Publisher: IEEE
A comparative study of language transformers for video question answering.
Zekun Yang, Noa Garcia, Chenhui Chu, Mayu Otani, Yuta Nakashima, Haruo Takemura
Neurocomputing Vol. 445 p. 121-133 2021 Research paper (scientific journal)
Cross-Lingual Visual Grounding.
Wenjian Dong, Mayu Otani, Noa Garcia, Yuta Nakashima, Chenhui Chu
IEEE Access Vol. 9 p. 349-358 2021 Research paper (scientific journal)
A Dataset and Baselines for Visual Question Answering on Art.
Noa Garcia, Chentao Ye, Zihua Liu, Qingtao Hu, Mayu Otani, Chenhui Chu, Yuta Nakashima, Teruko Mitamura
European Conference on Computer Vision Workshops p. 92-108 2020 Research paper (international conference proceedings)
Publisher: Springer
ContextNet: representation and exploration for painting classification and retrieval in context.
Noa Garcia, Benjamin Renoust, Yuta Nakashima
Int. J. Multim. Inf. Retr. Vol. 9 No. 1 p. 17-30 2020 Research paper (scientific journal)
Historical and Modern Features for Buddha Statue Classification.
Benjamin Renoust, Matheus Oliveira Franca, Jacob Chan, Noa Garcia, Van Le, Ayaka Uesaka, Yuta Nakashima, Hajime Nagahara, Jueren Wang, Yutaka Fujioka
SUMAC workshops p. 23-30 2019 Research paper (international conference proceedings)
Publisher: ACM
Temporal Aggregation of Visual Features for Large-Scale Image-to-Video Retrieval.
Noa Garcia
Internation Conference on Multimedia Retrieval p. 489-492 2018 Research paper (international conference proceedings)
Publisher: ACM
Asymmetric Spatio-Temporal Embeddings for Large-Scale Image-to-Video Retrieval.
Noa Garcia, George Vogiatzis
British Machine Vision Conference p. 206-206 2018 Research paper (international conference proceedings)
Publisher: BMVA PressDress Like a Star: Retrieving Fashion Products from Videos.
Noa Garcia, George Vogiatzis
Internation Conference Computer Vision Workshops p. 2293-2299 2017 Research paper (international conference proceedings)
Publisher: IEEE Computer Society
Social Stereotypes in Generative Models
Noa Garcia
Pacific Rim International Conference on Artificial Intelligence (PRICAI) 2024/11/23
ACE Japon in AI: From Digitalization to Social Impact
Noa Garcia
EU-Japan AI Bridge: Connecting International Researchers with Japan's AI Start-ups 2024/10/30
Measuring bias and model collapse in text-to-image generation
Noa Garcia
The Dark Side of Generative AIs and Beyond at ECCV 2024/09/29
Breaking Bad Bias: Gender Stereotypes in Generative Models
Noa Garcia
Distinguished Speaker Series at ELLIS Alicante 2024/09/27
Social bias in image captioning: where we’ve been, where we are, and where we’re headed
Noa Garcia
Coalas Lab at University of California Los Angeles 2024/07/23
Social bias in image captioning: where we’ve been, where we are, and where we’re headed
Noa Garcia
New Frontiers for Zero-shot Image Captioning Evaluation at CVPR 2024/06/18
Text-to-Image Models in Art and Society
Noa Garcia
Rethinking the ethics of AI symposium 2023/10/23
Through the latent space. A conversation on Dall-E and art (history)
Noa Garcia
Digital Art History Summer School 2022/08/31
Societal biases in vision and language
Noa Garcia
Visual Recognition Group at Czech Technical University in Prague 2022/08
Automatic interpretability in art
Noa Garcia
Thousand Words of Art Tutorial at Conference on Digital Humanities 2022/07
Content, Form, and Context. What we talk about when we talk about art?
Noa Garcia
5th Workshop on Computer Vision for Fashion, Art, and Design at CVPR 2022/06/19
Understanding fine-art paintings through visual and language representations
Noa Garcia
When creative AI meets conversational AI (CAI + CAI = CAI^2) 2021/03
GNNBoost: boosting artwork classification with graph embeddings
El Vaigh Cheikh Brahim, Garcia Noa, Renoust Benjamin, Chu Chenhui, Nakashima Yuta, Qian Yiming, Nagahara Hajime
Multimedia Tools and Applications 2025/02/25
