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Poster
Wed 14:00 The Neural Covariance SDE: Shaped Infinite Depth-and-Width Networks at Initialization
Mufan Li · Mihai Nica · Dan Roy
Poster
Thu 9:00 An In-depth Study of Stochastic Backpropagation
Jun Fang · Mingze Xu · Hao Chen · Bing Shuai · Zhuowen Tu · Joseph Tighe
Poster
Thu 9:00 Sparsity in Continuous-Depth Neural Networks
Hananeh Aliee · Till Richter · Mikhail Solonin · Ignacio Ibarra · Fabian Theis · Niki Kilbertus
Workshop
Depth-Wise Attention (DWAtt): A Layer Fusion Method for Data-Efficient Classification
Muhammad ElNokrashy · Badr AlKhamissi · Mona Diab
Poster
Tue 9:00 Hierarchical Agglomerative Graph Clustering in Poly-Logarithmic Depth
Laxman Dhulipala · David Eisenstat · Jakub Lacki · Vahab Mirrokni · Jessica Shi
Poster
Tue 9:00 Depth is More Powerful than Width with Prediction Concatenation in Deep Forest
Shen-Huan Lyu · Yi-Xiao He · Zhi-Hua Zhou
Poster
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
Poster
SAPA: Similarity-Aware Point Affiliation for Feature Upsampling
Hao Lu · Wenze Liu · Zixuan Ye · Hongtao Fu · Yuliang Liu · Zhiguo Cao
Poster
Wed 9:00 Geometry-aware Two-scale PIFu Representation for Human Reconstruction
Zheng Dong · Ke Xu · Ziheng Duan · Hujun Bao · Weiwei Xu · Rynson Lau
Poster
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
Poster
Wed 14:00 Most Activation Functions Can Win the Lottery Without Excessive Depth
Rebekka Burkholz
Poster
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