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GAN Inversion for Data Augmentation to Improve Colonoscopy Lesion Classification

May 04, 2022
Mayank Golhar, Taylor L. Bobrow, Saowanee Ngamruengphong, Nicholas J. Durr

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Exploiting Neighbor Effect: Conv-Agnostic GNNs Framework for Graphs with Heterophily

Apr 09, 2022
Jie Chen, Shouzhen Chen, Junbin Gao, Zengfeng Huang, Junping Zhang, Jian Pu

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Density-preserving Deep Point Cloud Compression

Apr 27, 2022
Yun He, Xinlin Ren, Danhang Tang, Yinda Zhang, Xiangyang Xue, Yanwei Fu

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New Insights on Target Speaker Extraction

Feb 01, 2022
Mohamed Elminshawi, Wolfgang Mack, Soumitro Chakrabarty, Emanuël A. P. Habets

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Deep Reinforcement Learning Using a Low-Dimensional Observation Filter for Visual Complex Video Game Playing

Apr 24, 2022
Victor Augusto Kich, Junior Costa de Jesus, Ricardo Bedin Grando, Alisson Henrique Kolling, Gabriel Vinícius Heisler, Rodrigo da Silva Guerra

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Nonbacktracking spectral clustering of nonuniform hypergraphs

Apr 27, 2022
Philip Chodrow, Nicole Eikmeier, Jamie Haddock

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Fast and Structured Block-Term Tensor Decomposition For Hyperspectral Unmixing

May 08, 2022
Meng Ding, Xiao Fu, Xi-Le Zhao

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Leveraging Disentangled Representations to Improve Vision-Based Keystroke Inference Attacks Under Low Data

Apr 05, 2022
John Lim, Jan-Michael Frahm, Fabian Monrose

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A graph-transformer for whole slide image classification

May 19, 2022
Yi Zheng, Rushin H. Gindra, Emily J. Green, Eric J. Burks, Margrit Betke, Jennifer E. Beane, Vijaya B. Kolachalama

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Non-parametric Depth Distribution Modelling based Depth Inference for Multi-view Stereo

May 08, 2022
Jiayu Yang, Jose M. Alvarez, Miaomiao Liu

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