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132 Results
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Workshop
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Leveraging Foundation Models to Improve Lightweight Clients in Federated Learning Xidong Wu · Wan-Yi Lin · Devin Willmott · Filipe Condessa · Yufei Huang · Zhenzhen Li · Madan Ganesh |
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Poster
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Thu 15:00 |
Multimodal Clinical Benchmark for Emergency Care (MC-BEC): A Comprehensive Benchmark for Evaluating Foundation Models in Emergency Medicine Emma Chen · Aman Kansal · Julie Chen · Boyang Tom Jin · Julia Reisler · David Kim · Pranav Rajpurkar |
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Workshop
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A2Nav: Action-Aware Zero-Shot Robot Navigation Using Vision-Language Ability of Foundation Models Peihao Chen · Xinyu Sun · Hongyan Zhi · Runhao Zeng · Thomas Li · Mingkui Tan · Chuang Gan |
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Workshop
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Fri 13:30 |
Panel Discussion: Graphs in the Era of Foundation Models Jiawei Han · Marinka Zitnik · Manling Li · Yanqi Zhou · Bryan Perozzi · Jiaxuan You · Rex Ying · Hanjun Dai |
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Poster
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Tue 8:45 |
What’s Left? Concept Grounding with Logic-Enhanced Foundation Models Joy Hsu · Jiayuan Mao · Josh Tenenbaum · Jiajun Wu |
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Poster
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Thu 8:45 |
Segment Any Point Cloud Sequences by Distilling Vision Foundation Models Youquan Liu · Lingdong Kong · Jun CEN · Runnan Chen · Wenwei Zhang · Liang Pan · Kai Chen · Ziwei Liu |
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Poster
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Tue 8:45 |
SSL4EO-L: Datasets and Foundation Models for Landsat Imagery Adam Stewart · Nils Lehmann · Isaac Corley · Yi Wang · Yi-Chia Chang · Nassim Ait Ait Ali Braham · Shradha Sehgal · Caleb Robinson · Arindam Banerjee |
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Workshop
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On the Out of Distribution Robustness of Foundation Models in Medical Image Segmentation Duy M. H. Nguyen · Tan Ngoc Pham · Nghiem Diep · Nghi Phan · Quang Pham · Vinh Tong · Binh Nguyen · Ngan Le · Nhat Ho · Pengtao Xie · Daniel Sonntag · Mathias Niepert |
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Workshop
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Hierarchical Network Fusion for Multi-Modal Electron Micrograph Representation Learning with Foundational Large Language Models Sagar Srinivas Sakhinana · Sannidhi G N K Geethan · Venkataramana Runkana |
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Workshop
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Surrogate Modeling for Computationally Expensive Simulations of Supernovae in High-Resolution Galaxy Simulations Keiya Hirashima · Kana Moriwaki · Michiko Fujii · Yutaka Hirai · Takayuki Saitoh · Junichiro Makino · Shirley Ho |
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Poster
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Tue 8:45 |
Towards Foundation Models for Scientific Machine Learning: Characterizing Scaling and Transfer Behavior Shashank Subramanian · Peter Harrington · Kurt Keutzer · Wahid Bhimji · Dmitriy Morozov · Michael Mahoney · Amir Gholami |
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Competition
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Fri 7:00 |
Foundation Model Prompting for Medical Image Classification Challenge 2023 Dequan Wang · Xiaosong Wang · Mengzhang Li · Qian Da · DOU QI · · Shaoting Zhang · Dimitris Metaxas |