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23 Results
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Workshop
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Sat 17:30 |
RobustSsF: Robust Missing Modality Brain Tumor Segmentation with Self-supervised Learning-based Scenario-specific Fusion Jeongwon Lee · Daeshik Kim |
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Workshop
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Sat 18:40 |
Latent Masking for Multimodal Self-supervised Learning in Health Timeseries Shohreh Deldari · Dimitrios Spathis · Mohammad Malekzadeh · Fahim Kawsar · Flora Salim · Akhil Mathur |
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Tutorial
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Mon 12:30 |
Tutorial on Multimodal Machine Learning: Principles, Challenges, and Open Questions Paul Liang · LP Morency |
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Workshop
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Sat 12:00 |
Machine Learning for Multimodal Healthcare Data Julia Schnabel · Andreas Maier · Pallavi Tiwari · Oliver Stegle |
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Poster
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Thu 16:30 |
Reparameterized Policy Learning for Multimodal Trajectory Optimization Zhiao Huang · Litian Liang · Zhan Ling · Xuanlin Li · Chuang Gan · Hao Su |
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Oral
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Tue 20:46 |
Reparameterized Policy Learning for Multimodal Trajectory Optimization Zhiao Huang · Litian Liang · Zhan Ling · Xuanlin Li · Chuang Gan · Hao Su |
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Poster
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Thu 13:30 |
Robustness in Multimodal Learning under Train-Test Modality Mismatch Brandon McKinzie · Vaishaal Shankar · Joseph Cheng · Yinfei Yang · Jonathon Shlens · Alexander Toshev |
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Workshop
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Separating multimodal modeling from multidimensional modeling for multimodal learning Divyam Madaan · Taro Makino · Sumit Chopra · Kyunghyun Cho |
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Workshop
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Sat 14:40 |
Death Prediction by Race in Colorectal Cancer Patients Using Machine Learning Approaches Abiel Roche-Lima · Frances Aponte · Frances Heredia Negron · Brenda Nieves-Rodriguez |
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Workshop
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Sat 17:00 |
Multimodal Representation Learning of Cardiovascular Magnetic Resonance Imaging Jielin Qiu · Peide Huang · Makiya Nakashima · Jaehyun Lee · Jiacheng Zhu · Wilson Tang · Pohao Chen · Christopher Nguyen · Byung-Hak Kim · Debbie Kwon · Douglas Weber · Ding Zhao · David Chen |
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Workshop
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Sat 17:40 |
Interpretable and Intervenable Ultrasonography-based Machine Learning Models for Pediatric Appendicitis Julia Vogt · Ricards Marcinkevics · Patricia Reis Wolfertstetter · Ugne Klimiene · Kieran Chin-Cheong · Alyssia Paschke · Julia Zerres · Markus Denzinger · David Niederberger · Sven Wellmann · Ece Ozkan · Christian Knorr |