Search All 2022 Events
 

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Poster
Thu 9:00 Active Learning with Neural Networks: Insights from Nonparametric Statistics
Yinglun Zhu · Robert Nowak
Competition
Tue 14:30 Invited talk: "Predicting mouse neural activity with models trained through supervised, unsupervised, and reinforcement learning"
Grace Lindsay
Workshop
Fri 13:00 Wearable-based Human Activity Recognition with Spatio-Temporal Spiking Neural Networks
Yuhang Li · Ruokai Yin · Hyoungseob Park · Youngeun Kim · Priyadarshini Panda
Workshop
Provable Active Learning of Neural Networks for Parametric PDEs
Aarshvi Gajjar · Chinmay Hegde · Christopher Musco
Workshop
Fri 12:30 Wearable-based Human Activity Recognition with Spatio-Temporal Spiking Neural Networks
Yuhang Li · Ruokai Yin · Hyoungseob Park · Youngeun Kim · Priyadarshini Panda
Workshop
Behavioral Classification of Sequential Neural Activity Using Time Varying Recurrent Neural Networks
Yongxu Zhang · Shreya Saxena
Workshop
Dissimilar Nodes Improve Graph Active Learning
Zhicheng Ren · Yifu Yuan · Yuxin Wu · Xiaxuan Gao · Yewen Wang · Yizhou Sun
Poster
Wed 14:00 Introspective Learning : A Two-Stage approach for Inference in Neural Networks
Mohit Prabhushankar · Ghassan AlRegib
Poster
Thu 14:00 STNDT: Modeling Neural Population Activity with Spatiotemporal Transformers
Trung Le · Eli Shlizerman
Poster
Tue 14:00 Improved Algorithms for Neural Active Learning
Yikun Ban · Yuheng Zhang · Hanghang Tong · Arindam Banerjee · Jingrui He
Poster
Thu 9:00 Generalization Properties of NAS under Activation and Skip Connection Search
Zhenyu Zhu · Fanghui Liu · Grigorios Chrysos · Volkan Cevher
Poster
Wed 14:00 The Neural Covariance SDE: Shaped Infinite Depth-and-Width Networks at Initialization
Mufan Li · Mihai Nica · Dan Roy