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Akito Shinohara, Kohei Fukuda, Hiroaki Aizawa
Logit Mixture Outlier Exposure for Fine-grained Out-of-Distribution Detection
International Conference on Digital Image Computing: Techniques and Applications (DICTA), pp.xx-xx, 2025
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Hiroaki Aizawa, Yoshikazu Hayashi
Flatness-aware Curriculum Learning via Adversarial Difficulty
British Machine Vision Conference (BMVC), pp.xx-xx, 2025
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Hiroaki Aizawa*, Yuta Naito*, Kohei Fukuda
Class-wise Flooding Regularization for Imbalanced Image Classification
Asian Conference on Pattern Recognition (ACPR), pp.xx-xx, 2025, (*equal contribution)
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Yuki Igaue, Hiroaki Aizawa
Patch Pruning Strategy Based on Robust Statistical Measures of Attention Weight Diversity in Vision Transformers
Asian Conference on Pattern Recognition (ACPR), pp.xx-xx, 2025
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Sota Ito, Yoshikazu Hayashi, Hiroaki Aizawa, Kunihito Kato
Learning Neural Velocity Fields from Dynamic 3D Scenes via Inter-Frame Consistency Loss
International Joint Conference on Neural Networks (IJCNN), pp.xx-xx, 2025
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Kohei Fukuda, Hiroaki Aizawa
Adaptive Out-of-Distribution Detection with Coarse-to-Fine Grained Representation
International Conference on Computer Vision Theory and Applications (VISAPP), pp.19-26, 2025
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Sota Ito, Yoshikazu Hayashi, Hiroaki Aizawa, Kunihito Kato
Learning Neural Velocity Fields from Dynamic 3D Scenes via Edge-Aware Ray Sampling
International Conference on Computer Vision Theory and Applications (VISAPP), pp.699-706, 2025
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Shiryu Ueno, Yoshikazu Hayashi, Shunsuke Nakatsuka, Yusei Yamada, Hiroaki Aizawa, Kunihito Kato
Vision-Language In-Context Learning Driven Few-Shot Visual Inspection Model
International Conference on Computer Vision Theory and Applications (VISAPP), pp.253-260, 2025
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Shiryu Ueno, Yoshikazu Hayashi, Shunsuke Nakatsuka, Hiroaki Aizawa, Kunihito Kato
Boosting Explainability of Visual Inspection via Multi-Head Vision Language Model
International Conference on Quality Control by Artificial Vision (QCAV), pp.xx-xx, 2025
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Kohei Fukuda, Hiroaki Aizawa
Taylor Outlier Exposure
arXiv:2412.07219
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Yuki Igaue, Takio Kurita, Hiroaki Aizawa
Incorporating Spatial Locality into Self-Attention for Training Vision Transformer on Small-Scale Datasets
Proceedings of 27th International Conference on Pattern Recognition (ICPR), Lecture Notes in Computer Science (volume 15303), pp.259-274, 2024
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Takeshi Yoshidomi, Shinji Kume, Hiroaki Aizawa, Akira Furui
Classification of Carotid Plaque with Jellyfish Sign Through Convolutional and Recurrent Neural Networks Utilizing Plaque Surface Edges
Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC2024), pp.xx-xx, 2024
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Kohei Fukuda, Takio Kurita, Hiroaki Aizawa
Important Pixels Sampling for NeRF Training based on Edge Values and Squared Errors between the Ground Truth and the Estimated Colors
International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP) - Volume 2: VISAPP, pp.102-111, 2024
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Hiroaki Aizawa and Itoshi Naramura
Eigengrasp-Conditioned Neural Radiance Fields
IEEE Access, vol.11, pp.121629-121636, 2023.
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Yin Wang, Hiroaki Aizawa, Takio Kurita
Image inpainting for large and irregular mask based on partial convolution and cross semantic attention
Asian Conference on Pattern Recognition (ACPR), pp.115-128, 2023.
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Sota Ito, Hiroaki Aizawa, Kunihito Kato
Few-shot NeRF-based View Synthesis for Viewpoint-biased Camera Pose Estimation
International Conference on Artificial Neural Networks (ICANN), pp.308-319, 2023.
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Kohei Fukuda, Takio Kurita, Hiroaki Aizawa
Neural Radiance Fields with Regularizer Based on Differences of Neighboring Pixels
International Joint Conference on Neural Networks (IJCNN), pp.1-7, 2023.
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Jiazhou Zheng, Hiroaki Aizawa, Takio Kurita
Facial Image Manipulation via Discriminative Decomposition of Semantic Space
International Joint Conference on Neural Networks (IJCNN), pp.1-8, 2023.
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Yasuharu Niwa, Kunihito Kato, Hiroaki Aizawa, Yoshiyuki Hatta, Kazuaki Ito
Parallax-based Imitation Learning with Human Intervention for Uncertain Insertion Tasks
International Workshop on Frontiers of Computer Vision (IW-FCV), pp.271-285, 2023.
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Yoshikazu Hayashi, Hiroaki Aizawa, Shunsuke Nakatsuka, Kunihito Kato
Frequency Perturbation Analysis for Anomaly Detection using Fourier Heat Map
International Conference on Quality Control by Artificial Vision (QCAV), Vol.12749, pp.73-79, 2023.
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Jiazhou Zheng, Hiroaki Aizawa, Takio Kurita
Additional Learning for Joint Probability Distribution Matching in BiGAN
International Conference on Neural Information Processing (ICONIP), pp.165-176, 2022.
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Itsuki Ueda, Yoshihiro Fukuhara, Hirokatsu Kataoka, Hiroaki Aizawa, Hidehiko Shishido, Itaru Kitahara
Neural Density-Distance Fields
European Conference on Computer Vision (ECCV), pp.53-68, 2022.
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