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Gender and Racial Bias in Visual Question Answering Datasets


May 18, 2022
Yusuke Hirota, Yuta Nakashima, Noa Garcia

* ACM Conference on Fairness, Accountability, and Transparency (FAccT 2022) 

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AxIoU: An Axiomatically Justified Measure for Video Moment Retrieval


Mar 30, 2022
Riku Togashi, Mayu Otani, Yuta Nakashima, Esa Rahtu, Janne Heikkila, Tetsuya Sakai

* Accepted by CVPR2022 

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Quantifying Societal Bias Amplification in Image Captioning


Mar 29, 2022
Yusuke Hirota, Yuta Nakashima, Noa Garcia

* CVPR 2022 

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Optimal Correction Cost for Object Detection Evaluation


Mar 28, 2022
Mayu Otani, Riku Togashi, Yuta Nakashima, Esa Rahtu, Janne Heikkilä, Shin'ichi Satoh

* CVPR 2022 

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Transferring Domain-Agnostic Knowledge in Video Question Answering


Oct 26, 2021
Tianran Wu, Noa Garcia, Mayu Otani, Chenhui Chu, Yuta Nakashima, Haruo Takemura


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Explain Me the Painting: Multi-Topic Knowledgeable Art Description Generation


Sep 13, 2021
Zechen Bai, Yuta Nakashima, Noa Garcia

* ICCV 2021 

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Built Year Prediction from Buddha Face with Heterogeneous Labels


Sep 02, 2021
Yiming Qian, Cheikh Brahim El Vaigh, Yuta Nakashima, Benjamin Renoust, Hajime Nagahara, Yutaka Fujioka


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PoseRN: A 2D pose refinement network for bias-free multi-view 3D human pose estimation


Jul 07, 2021
Akihiko Sayo, Diego Thomas, Hiroshi Kawasaki, Yuta Nakashima, Katsushi Ikeuchi


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A Picture May Be Worth a Hundred Words for Visual Question Answering


Jun 25, 2021
Yusuke Hirota, Noa Garcia, Mayu Otani, Chenhui Chu, Yuta Nakashima, Ittetsu Taniguchi, Takao Onoye


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GCNBoost: Artwork Classification by Label Propagation through a Knowledge Graph


May 25, 2021
Cheikh Brahim El Vaigh, Noa Garcia, Benjamin Renoust, Chenhui Chu, Yuta Nakashima, Hajime Nagahara


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Development of a Vertex Finding Algorithm using Recurrent Neural Network


Jan 28, 2021
Kiichi Goto, Taikan Suehara, Tamaki Yoshioka, Masakazu Kurata, Hajime Nagahara, Yuta Nakashima, Noriko Takemura, Masako Iwasaki

* 8 pages, 8 figures 

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Understanding the Role of Scene Graphs in Visual Question Answering


Jan 17, 2021
Vinay Damodaran, Sharanya Chakravarthy, Akshay Kumar, Anjana Umapathy, Teruko Mitamura, Yuta Nakashima, Noa Garcia, Chenhui Chu


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Match Them Up: Visually Explainable Few-shot Image Classification


Nov 25, 2020
Bowen Wang, Liangzhi Li, Manisha Verma, Yuta Nakashima, Ryo Kawasaki, Hajime Nagahara


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Grading the Severity of Arteriolosclerosis from Retinal Arterio-venous Crossing Patterns


Nov 07, 2020
Liangzhi Li, Manisha Verma, Bowen Wang, Yuta Nakashima, Ryo Kawasaki, Hajime Nagahara


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Noisy-LSTM: Improving Temporal Awareness for Video Semantic Segmentation


Oct 19, 2020
Bowen Wang, Liangzhi Li, Yuta Nakashima, Ryo Kawasaki, Hajime Nagahara, Yasushi Yagi


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Constructing a Visual Relationship Authenticity Dataset


Oct 11, 2020
Chenhui Chu, Yuto Takebayashi, Mishra Vipul, Yuta Nakashima


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Demographic Influences on Contemporary Art with Unsupervised Style Embeddings


Sep 30, 2020
Nikolai Huckle, Noa Garcia, Yuta Nakashima

* To be published in Proceedings of the European Conference in Computer Vision Workshops 2020 

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SCOUTER: Slot Attention-based Classifier for Explainable Image Recognition


Sep 14, 2020
Liangzhi Li, Bowen Wang, Manisha Verma, Yuta Nakashima, Ryo Kawasaki, Hajime Nagahara


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Uncovering Hidden Challenges in Query-Based Video Moment Retrieval


Sep 01, 2020
Mayu Otani, Yuta Nakashima, Esa Rahtu, Janne Heikkilä

* British Machine Vision Conference (BMVC), 2020 https://mayu-ot.github.io/hidden-challenges-MR 

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A Dataset and Baselines for Visual Question Answering on Art


Aug 28, 2020
Noa Garcia, Chentao Ye, Zihua Liu, Qingtao Hu, Mayu Otani, Chenhui Chu, Yuta Nakashima, Teruko Mitamura


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Depthwise Spatio-Temporal STFT Convolutional Neural Networks for Human Action Recognition


Jul 22, 2020
Sudhakar Kumawat, Manisha Verma, Yuta Nakashima, Shanmuganathan Raman

* Extended version of our CVPR 2019 work 

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Knowledge-Based Video Question Answering with Unsupervised Scene Descriptions


Jul 17, 2020
Noa Garcia, Yuta Nakashima


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Joint Learning of Vessel Segmentation and Artery/Vein Classification with Post-processing


May 27, 2020
Liangzhi Li, Manisha Verma, Yuta Nakashima, Ryo Kawasaki, Hajime Nagahara

* Accepted in Medical Imaging with Deep Learning (MIDL) 2020 

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Yoga-82: A New Dataset for Fine-grained Classification of Human Poses


Apr 22, 2020
Manisha Verma, Sudhakar Kumawat, Yuta Nakashima, Shanmuganathan Raman

* Accepted CVPR Workshops 2020 

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Knowledge-Based Visual Question Answering in Videos


Apr 17, 2020
Noa Garcia, Mayu Otani, Chenhui Chu, Yuta Nakashima

* arXiv admin note: substantial text overlap with arXiv:1910.10706 

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IterNet: Retinal Image Segmentation Utilizing Structural Redundancy in Vessel Networks


Dec 12, 2019
Liangzhi Li, Manisha Verma, Yuta Nakashima, Hajime Nagahara, Ryo Kawasaki

* Accepted in 2020 Winter Conference on Applications of Computer Vision (WACV 20) 

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KnowIT VQA: Answering Knowledge-Based Questions about Videos


Nov 20, 2019
Noa Garcia, Mayu Otani, Chenhui Chu, Yuta Nakashima


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Historical and Modern Features for Buddha Statue Classification


Oct 06, 2019
Benjamin Renoust, Matheus Oliveira Franca, Jacob Chan, Noa Garcia, Van Le, Ayaka Uesaka, Yuta Nakashima, Hajime Nagahara, Jueren Wang, Yutaka Fujioka


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BUDA.ART: A Multimodal Content-Based Analysis and Retrieval System for Buddha Statues


Sep 17, 2019
Benjamin Renoust, Matheus Oliveira Franca, Jacob Chan, Van Le, Ayaka Uesaka, Yuta Nakashima, Hajime Nagahara, Jueren Wang, Yutaka Fujioka

* Demo video at: https://www.youtube.com/watch?v=3XJvLjSWieY 

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