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Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting

13 June 2015

Papers citing "Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting"

50 / 1,939 papers shown

Title
ReConvNet: Video Object Segmentation with Spatio-Temporal Features Modulation Francesco Lattari Marco Ciccone Matteo Matteucci Jonathan Masci Francesco Visin VOS 39 0 0 14 Jun 2018
Multiview Two-Task Recursive Attention Model for Left Atrium and Atrial Scars Segmentation Jun Chen Guang Yang Zijian Gao Hao Ni Elsa D. Angelini ... Yanping Zhang Xiuquan Du Heye Zhang J. Keegan D. Firmin 68 31 0 12 Jun 2018
Learning to Decompose and Disentangle Representations for Video Prediction Jun-Ting Hsieh Bingbin Liu De-An Huang Li Fei-Fei Juan Carlos Niebles DRL 190 307 0 11 Jun 2018
Discovering Signals from Web Sources to Predict Cyber Attacks Palash Goyal K. T. Hossain A. Deb N. Tavabi Nathan Bartley A. Abeliuk Emilio Ferrara Kristina Lerman 96 24 0 08 Jun 2018
Towards Binary-Valued Gates for Robust LSTM Training Zhuohan Li Di He Fei Tian Wei-neng Chen Tao Qin Liwei Wang Tie-Yan Liu MQ 59 47 0 08 Jun 2018
CFCM: Segmentation via Coarse to Fine Context Memory Fausto Milletari Nicola Rieke Maximilian Baust M. Esposito Nassir Navab 82 48 0 04 Jun 2018
Cube Padding for Weakly-Supervised Saliency Prediction in 360° Videos Hsien-Tzu Cheng Chun-Hung Chao Jin-Dong Dong Hao Wen Tyng-Luh Liu Min Sun 82 193 0 04 Jun 2018
Automatic catheter detection in pediatric X-ray images using a scale-recurrent network and synthetic data Xin Yi S. Adams P. Babyn Abdul Elnajmi MedIm 45 42 0 04 Jun 2018
Hierarchical Attention-Based Recurrent Highway Networks for Time Series Prediction Yunzhe Tao Lin Ma Weizhong Zhang Jian-Dong Liu Wen Liu Q. Du AI4TS 135 26 0 02 Jun 2018
Novel Video Prediction for Large-scale Scene using Optical Flow Henglai Wei Xiaochuan Yin Penghong Lin 62 14 0 30 May 2018
Needle Tip Force Estimation using an OCT Fiber and a Fused convGRU-CNN Architecture N. Gessert Torben Priegnitz T. Saathoff Sven-Thomas Antoni David Meyer M. Hamann K. Jünemann Christoph Otte Alexander Schlaefer 37 10 0 30 May 2018
Microscopy Cell Segmentation via Convolutional LSTM Networks Assaf Arbelle Tammy Riklin-Raviv 79 74 0 29 May 2018
A neural network trained to predict future video frames mimics critical properties of biological neuronal responses and perception William Lotter Gabriel Kreiman David D. Cox 79 31 0 28 May 2018
BRITS: Bidirectional Recurrent Imputation for Time Series Wei Cao Dong Wang Jian Li Hao Zhou Lei Li Yitan Li AI4TS 62 627 0 27 May 2018
What Face and Body Shapes Can Tell About Height Semih Günel Helge Rhodin Pascal Fua 3DH CVBM 58 8 0 25 May 2018
Deep Object Tracking on Dynamic Occupancy Grid Maps Using RNNs Nico Engel S. Hörmann Philipp Henzler Klaus C. J. Dietmayer 62 21 0 23 May 2018
Less is More: Surgical Phase Recognition with Less Annotations through Self-Supervised Pre-training of CNN-LSTM Networks Gaurav Yengera Didier Mutter J. Marescaux N. Padoy 86 72 0 22 May 2018
Photorealistic Image Reconstruction from Hybrid Intensity and Event based Sensor Prasan A. Shedligeri Kaushik Mitra 88 32 0 16 May 2018
Survey and cross-benchmark comparison of remaining time prediction methods in business process monitoring I. Verenich Marlon Dumas M. Rosa F. Maggi Irene Teinemaa AI4TS 68 156 0 08 May 2018
MMDenseLSTM: An efficient combination of convolutional and recurrent neural networks for audio source separation Naoya Takahashi Nabarun Goswami Yuki Mitsufuji 111 143 0 07 May 2018
Interactive Medical Image Segmentation via Point-Based Interaction and Sequential Patch Learning Jinquan Sun Yinghuan Shi Yang Gao Lei Wang Luping Zhou Wanqi Yang Dinggang Shen 43 8 0 27 Apr 2018
Spatio-Temporal Neural Networks for Space-Time Series Forecasting and Relations Discovery Ali Ziat E. Delasalles Ludovic Denoyer Patrick Gallinari BDL AI4TS AI4CE 72 74 0 23 Apr 2018
STAN: Spatio-Temporal Adversarial Networks for Abnormal Event Detection Sangmin Lee Hak Gu Kim Yong Man Ro 3DPC GAN 60 83 0 23 Apr 2018
To Create What You Tell: Generating Videos from Captions Yingwei Pan Zhaofan Qiu Ting Yao Houqiang Li Tao Mei GAN 98 154 0 23 Apr 2018
Unsupervised learning of the brain connectivity dynamic using residual D-net Youngjoo Seo Manuel Morante Y. Kopsinis Sergios Theodoridis 26 4 0 20 Apr 2018
Modelling customer online behaviours with neural networks: applications to conversion prediction and advertising retargeting Yanwei Cui Rogatien Tobossi Olivia Vigouroux MU 61 12 0 20 Apr 2018
Sampling-free Uncertainty Estimation in Gated Recurrent Units with Exponential Families Seong Jae Hwang Ronak R. Mehta Hyunwoo J. Kim Vikas Singh BDL UQCV 61 3 0 19 Apr 2018
PredRNN++: Towards A Resolution of the Deep-in-Time Dilemma in Spatiotemporal Predictive Learning Yunbo Wang Zhifeng Gao Mingsheng Long Jianmin Wang Philip S. Yu 147 477 0 17 Apr 2018
Encoding Longer-term Contextual Multi-modal Information in a Predictive Coding Model Junpei Zhong T. Ogata Angelo Cangelosi AI4CE 26 4 0 17 Apr 2018
Towards High Performance Video Object Detection for Mobiles Xizhou Zhu Jifeng Dai Xingchi Zhu Yichen Wei Lu Yuan ObjD 78 49 0 16 Apr 2018
BigDL: A Distributed Deep Learning Framework for Big Data J. Dai Yiheng Wang Xin Qiu Ding Ding Yao Zhang ... Bowen She Dongjie Shi Qiaoling Lu Kai-Qi Huang Guoqiong Song FedML MoE 52 101 0 16 Apr 2018
Road Segmentation Using CNN with GRU Yecheng Lyu Xinming Huang 50 18 0 14 Apr 2018
Mutual Suppression Network for Video Prediction using Disentangled Features Jungbeom Lee Jangho Lee Sungmin Lee Sungroh Yoon DRL 50 2 0 13 Apr 2018
AFA-PredNet: The action modulation within predictive coding Junpei Zhong Angelo Cangelosi Xinzheng Zhang T. Ogata 46 10 0 11 Apr 2018
Bringing Alive Blurred Moments Kuldeep Purohit Anshul B. Shah A. N. Rajagopalan 94 80 0 09 Apr 2018
Stochastic Adversarial Video Prediction Alex X. Lee Richard Y. Zhang F. Ebert Pieter Abbeel Chelsea Finn Sergey Levine DRL VGen GAN 89 453 0 04 Apr 2018
Pancreas Segmentation in CT and MRI Images via Domain Specific Network Designing and Recurrent Neural Contextual Learning Jinzheng Cai Le Lu Fuyong Xing Ling Yang MedIm 55 38 0 30 Mar 2018
Predicting the Future with Transformational States Andrew Jaegle Oleh Rybkin Konstantinos G. Derpanis Kostas Daniilidis 27 2 0 26 Mar 2018
MOrdReD: Memory-based Ordinal Regression Deep Neural Networks for Time Series Forecasting Bernardo Pérez Orozco G. Abbati Stephen J. Roberts OOD AI4TS 38 14 0 26 Mar 2018
Efficient Interactive Annotation of Segmentation Datasets with Polygon-RNN++ David Acuna Huan Ling Amlan Kar Sanja Fidler 110 404 0 26 Mar 2018
Low-Resource Speech-to-Text Translation Sameer Bansal Herman Kamper Karen Livescu Adam Lopez Sharon Goldwater 69 56 0 24 Mar 2018
Geometric and Physical Constraints for Drone-Based Head Plane Crowd Density Estimation Weizhe Liu Krzysztof Lis Mathieu Salzmann Pascal Fua 73 10 0 23 Mar 2018
Stacked Neural Networks for end-to-end ciliary motion analysis Charles Lu M. Marx M. Zahid C. Lo C. Chennubhotla Shannon P. Quinn 26 3 0 20 Mar 2018
Ocean Eddy Identification and Tracking using Neural Networks K. Franz R. Roscher Andres Milioto Susanne Wenzel J. Kusche AI4Cl 59 71 0 20 Mar 2018
A Temporally-Aware Interpolation Network for Video Frame Inpainting Ximeng Sun Ryan Szeto Jason J. Corso 50 24 0 20 Mar 2018
A Dataset and Architecture for Visual Reasoning with a Working Memory G. R. Yang Igor Ganichev Xiao-Jing Wang Jonathon Shlens David Sussillo 69 55 0 16 Mar 2018
Generalised Structural CNNs (SCNNs) for time series data with arbitrary graph topology Thomas Teh C. Auepanwiriyakul J. Harston A. Faisal GNN 37 2 0 14 Mar 2018
Deep Learning in Mobile and Wireless Networking: A Survey Chaoyun Zhang P. Patras Hamed Haddadi 134 1,320 0 12 Mar 2018
ARMDN: Associative and Recurrent Mixture Density Networks for eRetail Demand Forecasting Srayanta Mukherjee Devashish Shankar Atin Ghosh Nilam Tathawadekar Pramod Kompalli Sunita Sarawagi K. Chaudhury BDL 47 30 0 10 Mar 2018
Generating Goal-Directed Visuomotor Plans Based on Learning Using a Predictive Coding-type Deep Visuomotor Recurrent Neural Network Model Minkyu Choi Takazumi Matsumoto Minju Jung Jun Tani 57 4 0 07 Mar 2018