Hajime Nagahara
- IterNet: Retinal Image Segmentation Utilizing Structural Redundancy in Vessel Networks
2019/12/12 by Liangzhi Li, Li, Liangzhi, Manisha Verma +7 · 7 citations
Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences #FOS: Electrical engineering #Glaucoma and retinal disorders #Image and Video Processing (eess.IV) #Retinal Imaging and Analysis #electronic engineering #information engineering
- Learning Bottleneck Concepts in Image Classification
2023/04/20 by Bowen Wang, Wang, Bowen, Liangzhi Li +5 · 10 citations
Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning and Data Classification
- Instruct Me More! Random Prompting for Visual In-Context Learning
2023/11/07 by Jiahao Zhang, Zhang, Jiahao, Bowen Wang +7 · 11 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- SCOUTER: Slot Attention-based Classifier for Explainable Image Recognition
2020/09/14 by Liangzhi Li, Bowen Wang, Li, Liangzhi +9 · 5 citations
Computer Science · Medicine · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
- NeISF: Neural Incident Stokes Field for Geometry and Material Estimation
2023/11/22 by Chenhao Li, Li, Chenhao, Taishi Ono +11 · 6 citations
Computer Science · Engineering · Neuroscience · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques #Optical Polarization and Ellipsometry #Visual perception and processing mechanisms
- Match Them Up: Visually Explainable Few-shot Image Classification
2020/11/25 by Bowen Wang, Liangzhi Li, Wang, Bowen +9 · 2 citations
Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Privacy-Preserving Action Recognition via Motion Difference Quantization
2022/08/04 by Sudhakar Kumawat, Hajime Nagahara, Kumawat, Sudhakar +1 · 2 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data
- Inverse Rendering of Translucent Objects using Physical and Neural Renderers
2023/05/15 by Chenhao Li, Trung Thanh Ngo, Li, Chenhao +3 · 2 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- NeISF++: Neural Incident Stokes Field for Polarized Inverse Rendering of Conductors and Dielectrics
2024/11/15 by Chenhao Li, Taishi Ono, Li, Chenhao +13 · 3 citations
Computer Science · Engineering · #Advanced Optical Imaging Technologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural Networks and Applications #Optical Polarization and Ellipsometry
- Joint Learning of Vessel Segmentation and Artery/Vein Classification with Post-processing
2020/05/27 by Liangzhi Li, Manisha Verma, Li, Liangzhi +7 · 1 citation
Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences #Retinal Imaging and Analysis #Retinal and Optic Conditions
- Deep Polarization Cues for Single-shot Shape and Subsurface Scattering Estimation
2024/07/11 by Chenhao Li, Li, Chenhao, Trung Thanh Ngo +3 · 2 citations
Earth and Planetary Sciences · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Seismic Imaging and Inversion Techniques #Seismic Waves and Analysis #Underwater Acoustics Research
- Learning More May Not Be Better: Knowledge Transferability in Vision and Language Tasks
2022/08/23 by Tianwei Chen, Chen, Tianwei, Noa García +9 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
- E-InMeMo: Enhanced Prompting for Visual In-Context Learning
2025/04/25 by Jiahao Zhang, Zhang, Jiahao, Bowen Wang +9 · 1 citation
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- CALICO: Confident Active Learning with Integrated Calibration
2024/07/02 by Lorenzo Sangco Querol, Querol, Lorenzo S., Hajime Nagahara +3 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms
- Multi-Scale Spatio-Temporal Graph Convolutional Network for Facial Expression Spotting
2024/03/24 by Yicheng Deng, Deng, Yicheng, Hideaki Hayashi +3 · 2 citations
Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Emotion and Mood Recognition #FOS: Computer and information sciences #Face recognition and analysis #Gaze Tracking and Assistive Technology
- Explainable Image Recognition via Enhanced Slot-attention Based Classifier
2024/07/08 by Bowen Wang, Liangzhi Li, Wang, Bowen +7 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
- SpotFormer: Multi-Scale Spatio-Temporal Transformer for Facial Expression Spotting
2024/07/30 by Yicheng Deng, Hideaki Hayashi, Deng, Yicheng +3 · 2 citations
Computer Science · Psychology · #Computer Vision and Pattern Recognition (cs.CV) #Emotion and Mood Recognition #FOS: Computer and information sciences #Face and Expression Recognition #Gaze Tracking and Assistive Technology