| 1 |
Structured Sequence Modeling with Graph Convolutional Recurrent Networks
Youngjoo Seo, Michaël Defferrard, ... (+2 more)
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stat.ML
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915 |
9 years ago |
| 2 |
Training behavior of deep neural network in frequency domain
Zhi-Qin John Xu, Yaoyu Zhang, Yanyang Xiao
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cs.LG
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380 |
7 years ago |
| 3 |
Max-Pooling Dropout for Regularization of Convolutional Neural Networks
Haibing Wu, Xiaodong Gu
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cs.LG
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157 |
10 years ago |
| 4 |
3HAN: A Deep Neural Network for Fake News Detection
Sneha Singhania, Nigel Fernandez, Shrisha Rao
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cs.LG
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149 |
2 years ago |
| 5 |
RAUNet: Residual Attention U-Net for Semantic Segmentation of Cataract Surgical Instruments
Zhen-Liang Ni, Gui-Bin Bian, ... (+7 more)
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cs.CV
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141 |
6 years ago |
| 6 |
Bi-directional LSTM Recurrent Neural Network for Chinese Word Segmentation
Yushi Yao, Zheng Huang
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cs.LG
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131 |
10 years ago |
| 7 |
Language Identification Using Deep Convolutional Recurrent Neural Networks
Christian Bartz, Tom Herold, ... (+2 more)
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cs.CV
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85 |
8 years ago |
| 8 |
Position-based Content Attention for Time Series Forecasting with Sequence-to-sequence RNNs
Yagmur G. Cinar, Hamid Mirisaee, ... (+4 more)
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cs.LG
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81 |
9 years ago |
| 9 |
A Comparison of Modeling Units in Sequence-to-Sequence Speech Recognition with the Transformer on Mandarin Chinese
Shiyu Zhou, Linhao Dong, ... (+2 more)
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eess.AS
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67 |
7 years ago |
| 10 |
Learning Inverse Mapping by Autoencoder based Generative Adversarial Nets
Junyu Luo, Yong Xu, ... (+2 more)
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cs.LG
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59 |
9 years ago |
| 11 |
Bio-Inspired Multi-Layer Spiking Neural Network Extracts Discriminative Features from Speech Signals
Amirhossein Tavanaei, Anthony Maida
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👻
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cs.NE
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57 |
8 years ago |
| 12 |
AutoGraph: Automated Graph Neural Network
Yaoman Li, Irwin King
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👻
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cs.LG
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51 |
5 years ago |
| 13 |
Preprint Virtual Reality Based GIS Analysis Platform
Weixi Wang, Zhihan Lv, ... (+3 more)
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cs.HC
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51 |
10 years ago |
| 14 |
Hybrid Collaborative Recommendation via Semi-AutoEncoder
Shuai Zhang, Lina Yao, ... (+3 more)
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cs.IR
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46 |
8 years ago |
| 15 |
White-Box Target Attack for EEG-Based BCI Regression Problems
Lubin Meng, Chin-Teng Lin, ... (+2 more)
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cs.CR
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43 |
6 years ago |
| 16 |
Multimodal Classification with Deep Convolutional-Recurrent Neural Networks for Electroencephalography
Chuanqi Tan, Fuchun Sun, ... (+3 more)
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cs.CV
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43 |
7 years ago |
| 17 |
Handwritten digit string recognition by combination of residual network and RNN-CTC
Hongjian Zhan, Qingqing Wang, Yue Lu
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👻
Ghosted
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cs.CV
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37 |
8 years ago |
| 18 |
Adaptive Neuro-Surrogate-Based Optimisation Method for Wave Energy Converters Placement Optimisation
Mehdi Neshat, Ehsan Abbasnejad, ... (+3 more)
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cs.NE
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36 |
6 years ago |
| 19 |
Deep Neural Network with l2-norm Unit for Brain Lesions Detection
Mina Rezaei, Haojin Yang, Christoph Meinel
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cs.CV
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32 |
8 years ago |
| 20 |
Deep Detection for Face Manipulation
Disheng Feng, Xuequan Lu, Xufeng Lin
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👻
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cs.CV
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31 |
5 years ago |
| 21 |
Assessing the Performance of Deep Learning Algorithms for Newsvendor Problem
Yanfei Zhang, Junbin Gao
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👻
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stat.ML
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31 |
8 years ago |
| 22 |
Completion of High Order Tensor Data with Missing Entries via Tensor-train Decomposition
Longhao Yuan, Qibin Zhao, Jianting Cao
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math.NA
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30 |
8 years ago |
| 23 |
Residual Spatial Attention Network for Retinal Vessel Segmentation
Changlu Guo, Márton Szemenyei, ... (+3 more)
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eess.IV
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27 |
5 years ago |
| 24 |
Weighted Data Normalization Based on Eigenvalues for Artificial Neural Network Classification
Qingjiu Zhang, Shiliang Sun
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👻
Ghosted
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cs.LG
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25 |
8 years ago |
| 25 |
Retrieval-augmented GPT-3.5-based Text-to-SQL Framework with Sample-aware Prompting and Dynamic Revision Chain
Chunxi Guo, Zhiliang Tian, ... (+5 more)
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cs.IR
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24 |
2 years ago |
| 26 |
Recognizing Facial Expressions of Occluded Faces using Convolutional Neural Networks
Mariana-Iuliana Georgescu, Radu Tudor Ionescu
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cs.CV
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24 |
6 years ago |
| 27 |
Self-Adaptive Network Pruning
Jinting Chen, Zhaocheng Zhu, ... (+2 more)
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cs.LG
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23 |
6 years ago |
| 28 |
An ELU Network with Total Variation for Image Denoising
Tianyang Wang, Zhengrui Qin, Michelle Zhu
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👻
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cs.CV
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23 |
8 years ago |
| 29 |
Compressing Word Embeddings
Martin Andrews
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👻
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cs.CL
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22 |
10 years ago |
| 30 |
Interpreting Layered Neural Networks via Hierarchical Modular Representation
Chihiro Watanabe
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👻
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stat.ML
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21 |
7 years ago |
| 31 |
Representation Learning for Heterogeneous Information Networks via Embedding Events
Guoji Fu, Bo Yuan, ... (+2 more)
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cs.LG
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20 |
7 years ago |
| 32 |
Transfer Learning Enhanced Common Spatial Pattern Filtering for Brain Computer Interfaces (BCIs): Overview and a New Approach
He He, Dongrui Wu
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👻
Ghosted
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cs.HC
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20 |
7 years ago |
| 33 |
fMRI Semantic Category Decoding using Linguistic Encoding of Word Embeddings
Subba Reddy Oota, Naresh Manwani, Bapi Raju S
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👻
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q-bio.NC
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20 |
7 years ago |
| 34 |
An efficient manifold density estimator for all recommendation systems
Jacek Dąbrowski, Barbara Rychalska, ... (+6 more)
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stat.ML
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19 |
5 years ago |
| 35 |
Are Deep Neural Architectures Losing Information? Invertibility Is Indispensable
Yang Liu, Zhenyue Qin, ... (+3 more)
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👻
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cs.CV
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19 |
5 years ago |
| 36 |
Temporal Smoothing for 3D Human Pose Estimation and Localization for Occluded People
Marton Veges, Andras Lorincz
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👻
Ghosted
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cs.CV
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18 |
5 years ago |
| 37 |
A Multi-cascaded Deep Model for Bilingual SMS Classification
Muhammad Haroon Shakeel, Asim Karim, Imdadullah Khan
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👻
Ghosted
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cs.CL
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18 |
6 years ago |
| 38 |
MSCE: An edge preserving robust loss function for improving super-resolution algorithms
Ram Krishna Pandey, Nabagata Saha, ... (+2 more)
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cs.CV
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17 |
7 years ago |
| 39 |
Bridging the Gap between Probabilistic and Deterministic Models: A Simulation Study on a Variational Bayes Predictive Coding Recurrent Neural Network Model
Ahmadreza Ahmadi, Jun Tani
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👻
Ghosted
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cs.AI
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17 |
8 years ago |
| 40 |
A Derivative-free Method for Quantum Perceptron Training in Multi-layered Neural Networks
Tariq M. Khan, Antonio Robles-Kelly
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quant-ph
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16 |
5 years ago |
| 41 |
A Strong Baseline for Fashion Retrieval with Person Re-Identification Models
Mikolaj Wieczorek, Andrzej Michalowski, ... (+2 more)
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cs.CV
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16 |
6 years ago |
| 42 |
Improving Self-Organizing Maps with Unsupervised Feature Extraction
Lyes Khacef, Laurent Rodriguez, Benoit Miramond
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👻
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cs.NE
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16 |
5 years ago |
| 43 |
On the Initialization of Long Short-Term Memory Networks
Mostafa Mehdipour Ghazi, Mads Nielsen, ... (+5 more)
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cs.LG
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16 |
6 years ago |
| 44 |
Dynamic Multi Objective Particle Swarm Optimization based on a New Environment Change Detection Strategy
Ahlem Aboud, Raja Fdhila, Adel M. Alimi
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👻
Ghosted
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cs.NE
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16 |
7 years ago |
| 45 |
An Effective Single-Image Super-Resolution Model Using Squeeze-and-Excitation Networks
Kangfu Mei, Aiwen Jiang, ... (+3 more)
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👻
Ghosted
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cs.CV
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16 |
7 years ago |
| 46 |
EEG-Based Driver Drowsiness Estimation Using Convolutional Neural Networks
Yuqi Cui, Dongrui Wu
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👻
Ghosted
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cs.HC
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16 |
7 years ago |
| 47 |
A Grassmannian Approach to Zero-Shot Learning for Network Intrusion Detection
Jorge Rivero, Bernardete Ribeiro, ... (+2 more)
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cs.CR
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16 |
8 years ago |
| 48 |
Benchmarking adversarial attacks and defenses for time-series data
Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed
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👻
Ghosted
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cs.LG
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15 |
5 years ago |
| 49 |
Empirical Study of Easy and Hard Examples in CNN Training
Ikki Kishida, Hideki Nakayama
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👻
Ghosted
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cs.CV
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15 |
6 years ago |
| 50 |
Comparing Computing Platforms for Deep Learning on a Humanoid Robot
Alexander Biddulph, Trent Houlistion, ... (+2 more)
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👻
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cs.LG
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14 |
7 years ago |