LSTM: A Search Space Odyssey

13 March 2015

Papers citing "LSTM: A Search Space Odyssey"

50 / 323 papers shown

Title
A Multivariate Density Forecast Approach for Online Power System Security Assessment Zichao Meng Ye Guo Wenjun Tang Hongbin Sun Wenqi Huang 14 1 0 07 May 2021
RotLSTM: Rotating Memories in Recurrent Neural Networks Vlad Velici Adam Prugel-Bennett RALM VLM 19 1 0 01 May 2021
Dynamical prediction of two meteorological factors using the deep neural network and the long short-term memory $(2)$ Ki-Hong Shin Jae-Won Jung Ki-Ho Chang Dong-In Lee C. You Kyungsik Kim 23 2 0 28 Apr 2021
Time series forecasting of new cases and new deaths rate for COVID-19 using deep learning methods Nooshin Ayoobi Danial Sharifrazi R. Alizadehsani A. Shoeibi Juan M Gorriz ... S. Nahavandi A. G. Chofreh Feybi Ariani Goni J. Klemeš Amir H. Mosavi AI4TS 44 101 0 28 Apr 2021
ConViT: Improving Vision Transformers with Soft Convolutional Inductive Biases Stéphane dÁscoli Hugo Touvron Matthew L. Leavitt Ari S. Morcos Giulio Biroli Levent Sagun ViT 58 806 0 19 Mar 2021
Is it enough to optimize CNN architectures on ImageNet? Lukas Tuggener Jürgen Schmidhuber Thilo Stadelmann 33 23 0 16 Mar 2021
Applications of deep learning in traffic congestion detection, prediction and alleviation: A survey Nishant Kumar Martin Raubal AI4TS AI4CE 30 88 0 19 Feb 2021
Learning to Recognize Actions on Objects in Egocentric Video with Attention Dictionaries Swathikiran Sudhakaran Sergio Escalera Oswald Lanz EgoV 27 15 0 16 Feb 2021
Digital twins based on bidirectional LSTM and GAN for modelling the COVID-19 pandemic César Quilodrán-Casas Vinicius L. S. Silva Rossella Arcucci Claire E. Heaney Yike Guo Christopher C. Pain 42 40 0 03 Feb 2021
Invariance, encodings, and generalization: learning identity effects with neural networks Simone Brugiapaglia Matthew Liu P. Tupper OOD 8 4 0 21 Jan 2021
A Recurrent Neural Network Approach to Roll Estimation for Needle Steering Maxwell Emerson James M. Ferguson T. Ertop M. Rox J. Granna ... Fabien Maldonado E. Gillaspie Ron Alterovitz R. Webster Alan Kuntz LLMSV 30 3 0 13 Jan 2021
Advances in Electron Microscopy with Deep Learning Jeffrey M. Ede 35 2 0 04 Jan 2021
Towards Network Traffic Monitoring Using Deep Transfer Learning Harsh Dhillon A. Haque 8 24 0 04 Jan 2021
Assessment of the Relative Importance of different hyper-parameters of LSTM for an IDS Mohit Sewak S. K. Sahay Hemant Rathore 17 7 0 26 Dec 2020
Towards Smart e-Infrastructures, A Community Driven Approach Based on Real Datasets Prashant Singh M. Elamin Salman Toor 11 0 0 17 Dec 2020
AutoCaption: Image Captioning with Neural Architecture Search Xinxin Zhu Weining Wang Longteng Guo Jing Liu 29 9 0 16 Dec 2020
Forecasting Daily Primary Three-Hour Net Load Ramps in the CAISO System Ogun Yurdakul Andreas Meyer F. Sivrikaya S. Albayrak 14 3 0 13 Dec 2020
Self-Explaining Structures Improve NLP Models Zijun Sun Chun Fan Qinghong Han Xiaofei Sun Yuxian Meng Fei Wu Jiwei Li MILM XAI LRM FAtt 46 38 0 03 Dec 2020
Unsupervised Neural Domain Adaptation for Document Image Binarization Francisco J. Castellanos Antonio Javier Gallego Jorge Calvo-Zaragoza OOD 21 21 0 02 Dec 2020
Multimodal Pretraining Unmasked: A Meta-Analysis and a Unified Framework of Vision-and-Language BERTs Emanuele Bugliarello Ryan Cotterell Naoaki Okazaki Desmond Elliott 35 119 0 30 Nov 2020
Speech Command Recognition in Computationally Constrained Environments with a Quadratic Self-organized Operational Layer M. Soltanian Junaid Malik Jenni Raitoharju Alexandros Iosifidis S. Kiranyaz Denmark 22 11 0 23 Nov 2020
Progressive Spatio-Temporal Graph Convolutional Network for Skeleton-Based Human Action Recognition Negar Heidari Alexandros Iosifidis GNN 3DH 33 14 0 11 Nov 2020
On the spatial attention in Spatio-Temporal Graph Convolutional Networks for skeleton-based human action recognition Negar Heidari Alexandros Iosifidis GNN 19 12 0 07 Nov 2020
SigNet: A Novel Deep Learning Framework for Radio Signal Classification Zhuangzhi Chen Hui Cui Jingyang Xiang Kunfeng Qiu Liang Huang Shilian Zheng Shichuan Chen Qi Xuan Xiaoniu Yang 27 66 0 28 Oct 2020
Avoiding Occupancy Detection from Smart Meter using Adversarial Machine Learning Ibrahim Yilmaz Ambareen Siraj AAML 15 21 0 23 Oct 2020
MIA-Prognosis: A Deep Learning Framework to Predict Therapy Response Jiancheng Yang Jiajun Chen Kaiming Kuang Tiancheng Lin Junjun He Bingbing Ni 31 8 0 08 Oct 2020
Revisiting Batch Normalization for Training Low-latency Deep Spiking Neural Networks from Scratch Youngeun Kim Priyadarshini Panda 30 171 0 05 Oct 2020
How LSTM Encodes Syntax: Exploring Context Vectors and Semi-Quantization on Natural Text Chihiro Shibata Kei Uchiumi D. Mochihashi 19 7 0 01 Oct 2020
Review: Deep Learning in Electron Microscopy Jeffrey M. Ede 36 79 0 17 Sep 2020
HiPPO: Recurrent Memory with Optimal Polynomial Projections Albert Gu Tri Dao Stefano Ermon Atri Rudra Christopher Ré 54 491 0 17 Aug 2020
An Overview of Voice Conversion and its Challenges: From Statistical Modeling to Deep Learning Berrak Sisman Junichi Yamagishi Simon King Haizhou Li BDL 41 318 0 09 Aug 2020
Expressive TTS Training with Frame and Style Reconstruction Loss Rui Liu Berrak Sisman Guanglai Gao Haizhou Li 37 73 0 04 Aug 2020
Frame-To-Frame Consistent Semantic Segmentation M. Rebol Patrick Knöbelreiter VOS 16 7 0 03 Aug 2020
Large Scale Subject Category Classification of Scholarly Papers with Deep Attentive Neural Networks Bharath Kandimalla Shaurya Rohatgi Jian Wu C. Lee Giles 23 31 0 27 Jul 2020
Water Quality Prediction on a Sigfox-compliant IoT Device: The Road Ahead of WaterS Pietro Boccadoro Daniele Vitanio Pietro Di Gennaro Domenico Lofú Pietro Tedeschi 24 21 0 27 Jul 2020
Complex Sequential Data Analysis: A Systematic Literature Review of Existing Algorithms Kudakwashe Dandajena I. Venter Mehrdad Ghaziasgar Reg Dodds AI4TS 21 2 0 22 Jul 2020
Length-Controllable Image Captioning Chaorui Deng Ning Ding Mingkui Tan Qi Wu VLM 33 56 0 19 Jul 2020
Referring Expression Comprehension: A Survey of Methods and Datasets Yanyuan Qiao Chaorui Deng Qi Wu ObjD 50 93 0 19 Jul 2020
Long Short-Term Memory Spiking Networks and Their Applications Ali Lotfi-Rezaabad S. Vishwanath 16 62 0 09 Jul 2020
Crop Yield Prediction Integrating Genotype and Weather Variables Using Deep Learning Johnathon Shook Tryambak Gangopadhyay Linjian Wu Baskar Ganapathysubramanian S. Sarkar Asheesh K. Singh 32 131 0 24 Jun 2020
Generalization of Agent Behavior through Explicit Representation of Context C. Tutum Suhaib Abdulquddos Risto Miikkulainen 17 6 0 18 Jun 2020
3DFCNN: Real-Time Action Recognition using 3D Deep Neural Networks with Raw Depth Information Adrián Sánchez-Caballero Sergio de López-Diz D. Fuentes-Jiménez Cristina Losada-Gutiérrez Marta Marrón-Romera D. Casillas-Pérez Mohammad Ibrahim Sarker HAI 30 62 0 13 Jun 2020
NAS-Bench-NLP: Neural Architecture Search Benchmark for Natural Language Processing Nikita Klyuchnikov I. Trofimov Ekaterina Artemova Mikhail Salnikov M. Fedorov Evgeny Burnaev VLM 18 101 0 12 Jun 2020
Model-Size Reduction for Reservoir Computing by Concatenating Internal States Through Time Yusuke Sakemi K. Morino T. Leleu Kazuyuki Aihara 21 20 0 11 Jun 2020
Neuroevolution in Deep Neural Networks: Current Trends and Future Challenges E. Galván P. Mooney 27 129 0 09 Jun 2020
LSTM-based Anomaly Detection for Non-linear Dynamical System Yue Tan Chunjing Hu Kuan Zhang K. Zheng Ethan A. Davis J. S. Park AI4TS 9 17 0 05 Jun 2020
A multimodal approach for multi-label movie genre classification R. Mangolin R. M. Pereira A. Britto C. Silla V. D. Feltrim Diego Bertolini Yandre M. G. Costa 6 37 0 01 Jun 2020
Comparison of Recurrent Neural Network Architectures for Wildfire Spread Modelling Rylan Perumal Terence L van Zyl 8 12 0 26 May 2020
Stacked Bidirectional and Unidirectional LSTM Recurrent Neural Network for Forecasting Network-wide Traffic State with Missing Values Zhiyong Cui Ruimin Ke Ziyuan Pu Yinhai Wang AI4TS 21 330 0 24 May 2020
Multi-Source Deep Domain Adaptation with Weak Supervision for Time-Series Sensor Data Garrett Wilson J. Doppa D. Cook TTA AI4TS AI4CE 19 144 0 22 May 2020