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Poster
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Wed 14:00 |
The Neural Covariance SDE: Shaped Infinite Depth-and-Width Networks at Initialization Mufan Li · Mihai Nica · Dan Roy |
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Poster
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Thu 9:00 |
An In-depth Study of Stochastic Backpropagation Jun Fang · Mingze Xu · Hao Chen · Bing Shuai · Zhuowen Tu · Joseph Tighe |
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Poster
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Thu 9:00 |
Sparsity in Continuous-Depth Neural Networks Hananeh Aliee · Till Richter · Mikhail Solonin · Ignacio Ibarra · Fabian Theis · Niki Kilbertus |
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Workshop
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Depth-Wise Attention (DWAtt): A Layer Fusion Method for Data-Efficient Classification Muhammad ElNokrashy · Badr AlKhamissi · Mona Diab |
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Poster
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Tue 9:00 |
Hierarchical Agglomerative Graph Clustering in Poly-Logarithmic Depth Laxman Dhulipala · David Eisenstat · Jakub Lacki · Vahab Mirrokni · Jessica Shi |
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Poster
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Tue 9:00 |
Depth is More Powerful than Width with Prediction Concatenation in Deep Forest Shen-Huan Lyu · Yi-Xiao He · Zhi-Hua Zhou |
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Poster
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Wed 14:00 |
Expediting Large-Scale Vision Transformer for Dense Prediction without Fine-tuning WEICONG LIANG · YUHUI YUAN · Henghui Ding · Xiao Luo · Weihong Lin · Ding Jia · Zheng Zhang · Chao Zhang · Han Hu |
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Poster
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SAPA: Similarity-Aware Point Affiliation for Feature Upsampling Hao Lu · Wenze Liu · Zixuan Ye · Hongtao Fu · Yuliang Liu · Zhiguo Cao |
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Poster
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Wed 9:00 |
Geometry-aware Two-scale PIFu Representation for Human Reconstruction Zheng Dong · Ke Xu · Ziheng Duan · Hujun Bao · Weiwei Xu · Rynson Lau |
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Poster
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Tue 9:00 |
ActionSense: A Multimodal Dataset and Recording Framework for Human Activities Using Wearable Sensors in a Kitchen Environment Joseph DelPreto · Chao Liu · Yiyue Luo · Michael Foshey · Yunzhu Li · Antonio Torralba · Wojciech Matusik · Daniela Rus |
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Poster
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Wed 14:00 |
Most Activation Functions Can Win the Lottery Without Excessive Depth Rebekka Burkholz |
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Poster
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Thu 9:00 |
Robustness in deep learning: The good (width), the bad (depth), and the ugly (initialization) Zhenyu Zhu · Fanghui Liu · Grigorios Chrysos · Volkan Cevher |