Keyword:deep learning

Papers
Generalization Capability of the Diet Network Model on Genomic Data Camille Rochefort-Boulanger, Léo Choinière, Jean-Christophe Grenier, Pierre-Luc Carrier and Julie Hussin EasyChair Preprint no. 1638
Cotton Appearance Grade Classification Based on Machine Learning Lv Yan, Gao Ying, Eric Rigall, Qi Lin, Gao Feng and Dong Junyu EasyChair Preprint no. 1614
Bayesian Inference on Structure Identification He Qin EasyChair Preprint no. 1558
Autonomous 3D Semantic Mapping of Coral Reefs Md Modasshir, Sharmin Rahman and Ioannis Rekleitis EasyChair Preprint no. 1493
End-to-end automated cache-timing attack driven by Machine Learning Sebastien Carré, Victor Dyseryn, Adrien Facon, Sylvain Guilley and Thomas Perianin In:Proceedings of 8th International Workshop on Security Proofs for Embedded Systems
Deep Learning based Fourier Spectrum Sampling Strategy for Improving Performance of Imaging Kaiyu Zhang, Jie Cao, Lei Yan, Fanghua Zhang and Qun Hao EasyChair Preprint no. 1476
iCNN: A Convolutional Neural Network for Fractional Interpolation in Video Coding Chi Do-Kim Pham and Jinjia Zhou EasyChair Preprint no. 1398
Airborne Particle Classification in LiDAR Point Clouds Using Deep Learning Leo Stanislas, Julian Nubert, Daniel Dugas, Julia Nitsch, Niko Sünderhauf, Roland Siegwart, Cesar Cadena and Thierry Peynot EasyChair Preprint no. 1443
A Few-Shot Transfer Learning Approach Using Text-label Embedding with Legal Attributes for Law Article Prediction Yuh-Shyan Chen, Shin-Wei Chiang and Tong-Ying Juang EasyChair Preprint no. 1344
DCASE 2019 Challenge: Audio Tagging with Noisy Labels and the Effect of Model Architecture Maxim Shugaev, Lehan Yang, Theo Viel and Khoi Nguyen EasyChair Preprint no. 1274
Deep learning of matrix product states Eric Howard EasyChair Preprint no. 1239
Multi-scale Network with the deeper and wider residual block for MRI motion artifact correction Wei-Liang Zhang, Qin-Yan Zhang, Ji-Jiang Yang and Qing Wang EasyChair Preprint no. 1227
Recommendation Method by Fusing Interactive Sequences and Class Labels Chuanchuan Zhao, Jinguo You and Jiaman Ding EasyChair Preprint no. 1200
Video Summarization Shruti Jadon and Mahmood Jasim EasyChair Preprint no. 1181
GBDT, LR & Deep Learning for Turn-based Strategy Game AI Like Zhang, Hui Pan, Qi Fan, Changqing Ai and Yanqing Jing EasyChair Preprint no. 1053
A Multi-table Image Recognition System Based on Deep Learning and Edge Detection Dong Xiao, Haiyang Sun, Zhonglin Bao, Peng Yang and Wenrui Zhang EasyChair Preprint no. 947
Deep learning to enhance maritime situation awareness Tomás Mantecón, David Casals, Juan Jose Navarro-Corcuera, Carlos Roberto Del-Blanco and Fernando Jaureguizar EasyChair Preprint no. 891
Detecting Toxic Content Online and the Effect of Training Data on Classification Performance Zhixue Zhao, Ziqi Zhang and Frank Hopfgartner EasyChair Preprint no. 872
Automated Examination Grading Using Deep Learning Categorization Techniques Lehan Yang EasyChair Preprint no. 857
Recognition of Point Sets Objects in Indoor Scenes Ruizhen Gao, Xiaohui Li and Jingjun Zhang EasyChair Preprint no. 843
Improving Classification with CNNs using Wavelet Pooling with Nesterov-Accelerated Adam Allison Rossetto and Wenjin Zhou In:Proceedings of 11th International Conference on Bioinformatics and Computational Biology
Abnormal Traffic Pattern Detection in Real-Time Financial Transactions Sean Rastatter, Travis Moe, Amitava Gangopadhyay and Alfred Weaver EasyChair Preprint no. 827
Fall Detection from Thermal Camera Using Convolutional LSTM Autoencoder Jacob Nogas, Shehroz Khan and Alex Mihailidis EasyChair Preprint no. 824
Uncertainty-based Deep Learning Networks for Limited Data Wetland User Models Andrew Hoblitzell EasyChair Preprint no. 675
Automated Image Quality Evaluation of Structural Brain Magnetic Resonance Images using Deep Convolutional Neural Networks Sheeba Sujit, Refaat Gabr, Ivan Coronado, Melvin Robinson, Sushmita Datta and Ponnada Narayana EasyChair Preprint no. 650
Effect of left ventricular longitudinal axis variation in pathological hearts using Deep learning Yashbir Singh, Deepa S, Shi Yi Wu, João Manuel R. S. Tavares, Michael Friebe and Weichih Hu EasyChair Preprint no. 648
Opcode and Gray Scale Techniques for Classification of Malware Binaries Rajesh Kumar and Riaz Ullah Khan EasyChair Preprint no. 641
Automated dispatch of helpdesk email tickets: Pushing the limits with AI Atri Mandal, Nikhil Malhotra, Shivali Agarwal, Anupama Ray and Giriprasad Sridhara EasyChair Preprint no. 640
LSTM Neural Network for Textual Ngrams Shaun D'Souza EasyChair Preprint no. 623
A Review on Computer-Aided Melanoma Skin Cancer Detection using Image Processing Vedanti Chintawar and Jignyasa Sanghavi EasyChair Preprint no. 584
Applicability of the Deep Learning Flood Forecast Model Against the Inexperienced Magnitude of Flood Masayuki Hitokoto and Masaaki Sakuraba In:HIC 2018. 13th International Conference on Hydroinformatics
DeepHistone: a deep learning approach to predicting histone modifications Qijin Yin, Mengmeng Wu, Hairong Lv and Rui Jiang EasyChair Preprint no. 519
Classifier-Based Evaluation of Image Feature Importance Sai Prabhakar Pandi Selvaraj, Manuela Veloso and Stephanie Rosenthal In:GCAI-2018. 4th Global Conference on Artificial Intelligence
Detecting Transportation Modes with low-power-consumption sensors using Recurrent Neural Network Hao Wang, Haiyong Luo, Fang Zhao, Yanjun Qin, Zhongliang Zhao and Yiqu Chen EasyChair Preprint no. 492
Deep Learning On Code with an Unbounded Vocabulary Milan Cvitkovic, Badal Singh and Anima Anandkumar EasyChair Preprint no. 466
Pyramidal Combination of Separable Branches for Deep Short Connected Neural Networks Yao Lu, Guangming Lu, Rui Lin and Bing Ma EasyChair Preprint no. 464
An Enhanced Hybrid MobileNet Hong-Yen Chen and Chung-Yen Su EasyChair Preprint no. 460
Worker Activity Recognition in Smart Manufacturing Using IMU and sEMG Signals with Convolutional Neural Networks Wenjin Tao, Ze-Hao Lai, Ming C. Leu and Zhaozheng Yin EasyChair Preprint no. 389
Sparsely Connected Neural Network for Massive MIMO Detection Guili Gao, Chao Dong and Kai Niu EasyChair Preprint no. 376
Deep Learning based Segmentation of Lumbar Vertebrae from CT Images Rens Janssens and Guoyan Zheng In:CAOS 2018. The 18th Annual Meeting of the International Society for Computer Assisted Orthopaedic Surgery
A deep learning-based approach for localization of pedicle regions in preoperative CT scans Hooman Esfandiari, Carolyn Anglin, Pierre Guy and Antony J. Hodgson In:CAOS 2018. The 18th Annual Meeting of the International Society for Computer Assisted Orthopaedic Surgery
Big Data and machine learning in medicine: the main problems Svetlana Shchelykalina, Kirill Kiselev and Tatiana Zarubina In:WDAM-2017. Workshop on Data Analysis in Medicine
Real Time Object Detection And Tracking Dária Baikova, Rui Maia, Pedro Santos, João Ferreira and Joao Oliveira EasyChair Preprint no. 223
Laplacian Deep Hashing for Image Retrieval Chunzhi Wang, Fangyu Zhou, Lingyu Yan, Zhiwei Ye, Pan Wu and Hanlin Lu EasyChair Preprint no. 222
Autonomous image-based ultrasound probe positioning via deep learning Grzegorz Toporek, Haibo Wang, Marcin Balicki and Hua Xie EasyChair Preprint no. 119
NU Voice Conversion System for the Voice Conversion Challenge 2018 Patrick Lumban Tobing, Yichiao Wu, Tomoki Hayashi, Kazuhiro Kobayashi and Tomoki Toda EasyChair Preprint no. 103
Recognizing entailments in legal texts using sentence encoding-based and decomposable attention models Nguyen Truong Son, Phan Viet Anh and Nguyen Le Minh In:COLIEE 2017. 4th Competition on Legal Information Extraction and Entailment
Deep Network Guided Proof Search Sarah Loos, Geoffrey Irving, Christian Szegedy and Cezary Kaliszyk In:LPAR-21. 21st International Conference on Logic for Programming, Artificial Intelligence and Reasoning
Deep Incremental Boosting Alan Mosca and George Magoulas In:GCAI 2016. 2nd Global Conference on Artificial Intelligence
Capacity Visual Attention Networks Marcus Edel and Joscha Lausch In:GCAI 2016. 2nd Global Conference on Artificial Intelligence