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Workshop
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Multimodal Video Understanding using Graph Convolutional Network
Ayush Singh · Vikram Gupta
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Poster
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Wed 14:00
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Rethinking and Improving Robustness of Convolutional Neural Networks: a Shapley Value-based Approach in Frequency Domain
Yiting Chen · Qibing Ren · Junchi Yan
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Poster
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Tue 9:00
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Scalable and Efficient Training of Large Convolutional Neural Networks with Differential Privacy
Zhiqi Bu · Jialin Mao · Shiyun Xu
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Poster
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Thu 9:00
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Simplified Graph Convolution with Heterophily
Sudhanshu Chanpuriya · Cameron Musco
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Affinity Workshop
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SOIL MINERAL DEFICIENCY DETECTION USING A DEEP LEARNING ALGORITHM COMMONLY KNOWN AS CONVOLUTIONAL NEURAL NETWORKS
Jean Amukwatse
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Poster
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Tue 9:00
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Universality of Group Convolutional Neural Networks Based on Ridgelet Analysis on Groups
Sho Sonoda · Isao Ishikawa · Masahiro Ikeda
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Workshop
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Physics-Informed Convolutional Neural Networks for Corruption Removal on Dynamical Systems
Daniel Kelshaw · Luca Magri
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Poster
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Wed 14:00
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Recurrent Convolutional Neural Networks Learn Succinct Learning Algorithms
Surbhi Goel · Sham Kakade · Adam Kalai · Cyril Zhang
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Poster
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Tue 9:00
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A Comprehensive Study on Large-Scale Graph Training: Benchmarking and Rethinking
Keyu Duan · Zirui Liu · Peihao Wang · Wenqing Zheng · Kaixiong Zhou · Tianlong Chen · Xia Hu · Zhangyang Wang
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Workshop
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Urban Heat Island Detection and Causal Inference Using Convolutional Neural Networks
Zachary D Calhoun · Ziyang Jiang · Mike Bergin · David Carlson
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Workshop
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Learnable Graph Convolutional Attention Networks
Adrián Javaloy · Pablo Sanchez-Martin · Amit Levi · Isabel Valera
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Poster
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Wed 14:00
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Learning Partial Equivariances From Data
David W. Romero · Suhas Lohit
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