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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Page: 1...4 5 6 7 8 9 10 11 12...282 Hits 141 – 160 of 5.621 141 GreaseLM: Graph REASoning Enhanced Language Models for Question Answering ... Zhang, Xikun; Bosselut, Antoine; Yasunaga, Michihiro. - : arXiv, 2022 BASE Show details 142 Position-based Prompting for Health Outcome Generation ... Abaho, M.; Bollegala, D.; Williamson, P.. - : arXiv, 2022 BASE Show details 143 How to Understand Masked Autoencoders ... Cao, Shuhao; Xu, Peng; Clifton, David A.. - : arXiv, 2022 Abstract: "Masked Autoencoders (MAE) Are Scalable Vision Learners" revolutionizes the self-supervised learning method in that it not only achieves the state-of-the-art for image pre-training, but is also a milestone that bridges the gap between visual and linguistic masked autoencoding (BERT-style) pre-trainings. However, to our knowledge, to date there are no theoretical perspectives to explain the powerful expressivity of MAE. In this paper, we, for the first time, propose a unified theoretical framework that provides a mathematical understanding for MAE. Specifically, we explain the patch-based attention approaches of MAE using an integral kernel under a non-overlapping domain decomposition setting. To help the research community to further comprehend the main reasons of the great success of MAE, based on our framework, we pose five questions and answer them with mathematical rigor using insights from operator theory. ... Keyword: Computer Vision and Pattern Recognition cs.CV; FOS Computer and information sciences; Machine Learning cs.LG URL: https://dx.doi.org/10.48550/arxiv.2202.03670 https://arxiv.org/abs/2202.03670 BASE Hide details 144 Dilated Convolutional Neural Networks for Lightweight Diacritics Restoration ... Csanády, Bálint; Lukács, András. - : arXiv, 2022 BASE Show details 145 The CLEAR Benchmark: Continual LEArning on Real-World Imagery ... Lin, Zhiqiu; Shi, Jia; Pathak, Deepak. - : arXiv, 2022 BASE Show details 146 Multimodal neural networks better explain multivoxel patterns in the hippocampus ... Choksi, Bhavin; Mozafari, Milad; VanRullen, Rufin. - : arXiv, 2022 BASE Show details 147 GatorTron: A Large Clinical Language Model to Unlock Patient Information from Unstructured Electronic Health Records ... Yang, Xi; PourNejatian, Nima; Shin, Hoo Chang. - : arXiv, 2022 BASE Show details 148 FALCON: Fast Visual Concept Learning by Integrating Images, Linguistic descriptions, and Conceptual Relations ... Mei, Lingjie; Mao, Jiayuan; Wang, Ziqi. - : arXiv, 2022 BASE Show details 149 The Enforcers: Consistent Sparse-Discrete Methods for Constraining Informative Emergent Communication ... Karten, Seth; Agrawal, Siddharth; Tucker, Mycal. - : arXiv, 2022 BASE Show details 150 Who has ears, listen: Citizen Listening Program for disease prevention. ... García Pereira, Ramiro. - : figshare, 2022 BASE Show details 151 Who has ears, listen: Citizen Listening Program for disease prevention. ... García Pereira, Ramiro. - : figshare, 2022 BASE Show details 152 Structure and Learning (Dagstuhl Seminar 21362) ... Dong, Tiansi; Rettinger, Achim; Tang, Jie. - : Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2022 BASE Show details 153 Common Phone: A Multilingual Dataset for Robust Acoustic Modelling ... Klumpp, Philipp; Arias-Vergara, Tomás; Pérez-Toro, Paula Andrea. - : arXiv, 2022 BASE Show details 154 Low-dimensional representation of infant and adult vocalization acoustics ... Pagliarini, Silvia; Schneider, Sara; Kello, Christopher T.. - : arXiv, 2022 BASE Show details 155 Chain-based Discriminative Autoencoders for Speech Recognition ... Lee, Hung-Shin; Huang, Pin-Tuan; Cheng, Yao-Fei. - : arXiv, 2022 BASE Show details 156 Speech segmentation using multilevel hybrid filters ... Faundez-Zanuy, Marcos; Vallverdu-Bayes, Francesc. - : arXiv, 2022 BASE Show details 157 Error Correction in ASR using Sequence-to-Sequence Models ... Dutta, Samrat; Jain, Shreyansh; Maheshwari, Ayush. - : arXiv, 2022 BASE Show details 158 On the relevance of language in speaker recognition ... Satue-Villar, Antonio; Faundez-Zanuy, Marcos. - : arXiv, 2022 BASE Show details 159 Unsupervised word-level prosody tagging for controllable speech synthesis ... Guo, Yiwei; Du, Chenpeng; Yu, Kai. - : arXiv, 2022 BASE Show details 160 Filter-based Discriminative Autoencoders for Children Speech Recognition ... Tai, Chiang-Lin; Lee, Hung-Shin; Tsao, Yu. - : arXiv, 2022 BASE Show details Page: 1...4 5 6 7 8 9 10 11 12...282

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