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18 Results
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Poster
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Wed 9:00 |
A time-resolved theory of information encoding in recurrent neural networks Rainer Engelken · Sven Goedeke |
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Poster
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Trajectory Inference via Mean-field Langevin in Path Space Lénaïc Chizat · Stephen Zhang · Matthieu Heitz · Geoffrey Schiebinger |
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Workshop
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Mean-field analysis for heavy ball methods: Dropout-stability, connectivity, and global convergence Diyuan Wu · Vyacheslav Kungurtsev · Marco Mondelli |
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Poster
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Tue 14:00 |
Mesoscopic modeling of hidden spiking neurons Shuqi Wang · Valentin Schmutz · Guillaume Bellec · Wulfram Gerstner |
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Poster
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Thu 9:00 |
Learning NP-Hard Multi-Agent Assignment Planning using GNN: Inference on a Random Graph and Provable Auction-Fitted Q-learning HYUNWOOK KANG · Taehwan Kwon · Jinkyoo Park · James R. Morrison |
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Poster
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Tue 9:00 |
Deep Generalized Schrödinger Bridge Guan-Horng Liu · Tianrong Chen · Oswin So · Evangelos Theodorou |
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Poster
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Wed 9:00 |
Two-layer neural network on infinite dimensional data: global optimization guarantee in the mean-field regime Naoki Nishikawa · Taiji Suzuki · Atsushi Nitanda · Denny Wu |
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Poster
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Thu 9:00 |
A Mean-Field Game Approach to Cloud Resource Management with Function Approximation Weichao Mao · Haoran Qiu · Chen Wang · Hubertus Franke · Zbigniew Kalbarczyk · Ravishankar Iyer · Tamer Basar |
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Workshop
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Dynamical Mean Field Theory of Kernel Evolution in Wide Neural Networks Blake Bordelon · Cengiz Pehlevan |
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Poster
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Wed 14:00 |
Streaming Radiance Fields for 3D Video Synthesis Lingzhi LI · Zhen Shen · Zhongshu Wang · Li Shen · Ping Tan |
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Poster
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Wed 14:00 |
Self-Consistent Dynamical Field Theory of Kernel Evolution in Wide Neural Networks Blake Bordelon · Cengiz Pehlevan |
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Poster
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Wed 14:00 |
DeVRF: Fast Deformable Voxel Radiance Fields for Dynamic Scenes Jia-Wei Liu · Yan-Pei Cao · Weijia Mao · Wenqiao Zhang · David Junhao Zhang · Jussi Keppo · Ying Shan · Xiaohu Qie · Mike Zheng Shou |