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 / 1,919 papers shown

Title
Deep Emotion: A Computational Model of Emotion Using Deep Neural Networks Chie Hieida Takato Horii Takayuki Nagai 11 5 0 25 Aug 2018
Learning Human-Object Interactions by Graph Parsing Neural Networks Siyuan Qi Wenguan Wang Baoxiong Jia Jianbing Shen Song-Chun Zhu GNN 25 533 0 23 Aug 2018
Machine Learning for Spatiotemporal Sequence Forecasting: A Survey Xingjian Shi Dit-Yan Yeung AI4TS 19 86 0 21 Aug 2018
Small Sample Learning in Big Data Era Jun Shu Zongben Xu Deyu Meng 21 71 0 14 Aug 2018
Open-World Stereo Video Matching with Deep RNN Yiran Zhong Hongdong Li Yuchao Dai 3DV 17 76 0 12 Aug 2018
Road Segmentation Using CNN and Distributed LSTM Yecheng Lyu Lin Bai Xinming Huang 17 6 0 10 Aug 2018
Controllable Image-to-Video Translation: A Case Study on Facial Expression Generation Lijie Fan Wen-bing Huang Chuang Gan Junzhou Huang Boqing Gong CVBM 17 35 0 09 Aug 2018
Where-and-When to Look: Deep Siamese Attention Networks for Video-based Person Re-identification Lin Wu Y. Wang Junbin Gao Xue Li 19 193 0 03 Aug 2018
Learning Blind Video Temporal Consistency Wei-Sheng Lai Jia-Bin Huang Oliver Wang Eli Shechtman Ersin Yumer Ming-Hsuan Yang 20 360 0 01 Aug 2018
End-to-End Physics Event Classification with CMS Open Data: Applying Image-Based Deep Learning to Detector Data for the Direct Classification of Collision Events at the LHC Michael Andrews M. Paulini S. Gleyzer Barnabás Póczós DiffM 27 17 0 31 Jul 2018
Attention is All We Need: Nailing Down Object-centric Attention for Egocentric Activity Recognition Swathikiran Sudhakaran O. Lanz EgoV 11 80 0 31 Jul 2018
Rethinking the Form of Latent States in Image Captioning Bo Dai Deming Ye Dahua Lin 13 18 0 26 Jul 2018
Learning to Forecast and Refine Residual Motion for Image-to-Video Generation Long Zhao Xi Peng Yu Tian Mubbasir Kapadia Dimitris N. Metaxas DiffM VGen 12 100 0 26 Jul 2018
Flow-Grounded Spatial-Temporal Video Prediction from Still Images Yijun Li Chen Fang Jimei Yang Zhaowen Wang Xin Lu Ming-Hsuan Yang 3DH 24 138 0 25 Jul 2018
Face Mask Extraction in Video Sequence Yujiang Wang Bingnan Luo Jie Shen M. Pantic CVBM 26 21 0 24 Jul 2018
Future Semantic Segmentation with Convolutional LSTM Seyed shahabeddin Nabavi Mrigank Rochan Yang Yang Wang 9 64 0 20 Jul 2018
Longitudinal detection of radiological abnormalities with time-modulated LSTM Ruggiero Santeramo S. Withey Giovanni Montana 17 33 0 16 Jul 2018
Video Prediction with Appearance and Motion Conditions Y. Jang Gunhee Kim Yale Song VGen 32 43 0 07 Jul 2018
Deep Sequential Segmentation of Organs in Volumetric Medical Scans A. A. Novikov David Major M. Wimmer Dimitrios Lenis Katja Bühler 18 69 0 06 Jul 2018
Small-scale Pedestrian Detection Based on Somatic Topology Localization and Temporal Feature Aggregation Tao Song Leiyu Sun Di Xie Haiming Sun Shiliang Pu 8 54 0 04 Jul 2018
Dynamic Prediction Length for Time Series with Sequence to Sequence Networks Mark Harmon Diego Klabjan AI4TS 16 9 0 02 Jul 2018
Learning what you can do before doing anything Oleh Rybkin Karl Pertsch Konstantinos G. Derpanis Kostas Daniilidis Andrew Jaegle SSL 20 21 0 25 Jun 2018
Accurate and Diverse Sampling of Sequences based on a "Best of Many" Sample Objective Apratim Bhattacharyya Bernt Schiele Mario Fritz 10 110 0 20 Jun 2018
HybridNet: Integrating Model-based and Data-driven Learning to Predict Evolution of Dynamical Systems Yun Long Xueyuan She Saibal Mukhopadhyay 24 58 0 19 Jun 2018
Automated Bridge Component Recognition using Video Data Y. Narazaki Vedhus Hoskere T. Hoang B. Spencer 22 15 0 18 Jun 2018
Semi-tied Units for Efficient Gating in LSTM and Highway Networks Chao Zhang P. Woodland 14 3 0 18 Jun 2018
Gated Path Planning Networks Lisa Lee Emilio Parisotto Devendra Singh Chaplot Eric P. Xing Ruslan Salakhutdinov 24 81 0 17 Jun 2018
Extending Recurrent Neural Aligner for Streaming End-to-End Speech Recognition in Mandarin Linhao Dong Shiyu Zhou Wei Chen Bo Xu 14 22 0 17 Jun 2018
The Neural Painter: Multi-Turn Image Generation Ryan Y. Benmalek Claire Cardie Serge J. Belongie Xiaodong He Jianfeng Gao MLLM 16 7 0 16 Jun 2018
ReConvNet: Video Object Segmentation with Spatio-Temporal Features Modulation Francesco Lattari Marco Ciccone Matteo Matteucci Jonathan Masci Francesco Visin VOS 23 0 0 14 Jun 2018
Multiview Two-Task Recursive Attention Model for Left Atrium and Atrial Scars Segmentation Jun Chen Guang Yang Z. Gao Hao Ni Elsa D. Angelini ... Yanping Zhang Xiuquan Du Heye Zhang J. Keegan D. Firmin 16 30 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 138 305 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 11 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 10 47 0 08 Jun 2018
CFCM: Segmentation via Coarse to Fine Context Memory Fausto Milletari Nicola Rieke Maximilian Baust M. Esposito Nassir Navab 15 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-Kai Wen Tyng-Luh Liu Min Sun 19 189 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 6 41 0 04 Jun 2018
Hierarchical Attention-Based Recurrent Highway Networks for Time Series Prediction Yunzhe Tao Lin Ma Weizhong Zhang Jian-Dong Liu W. Liu Q. Du AI4TS 9 25 0 02 Jun 2018
Novel Video Prediction for Large-scale Scene using Optical Flow Henglai Wei Xiaochuan Yin Penghong Lin 31 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 13 10 0 30 May 2018
Microscopy Cell Segmentation via Convolutional LSTM Networks Assaf Arbelle Tammy Riklin-Raviv 36 73 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 27 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 11 603 0 27 May 2018
What Face and Body Shapes Can Tell About Height Semih Günel Helge Rhodin Pascal Fua 3DH CVBM 6 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 17 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 32 71 0 22 May 2018
Photorealistic Image Reconstruction from Hybrid Intensity and Event based Sensor Prasan A. Shedligeri Kaushik Mitra 19 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 12 147 0 08 May 2018
MMDenseLSTM: An efficient combination of convolutional and recurrent neural networks for audio source separation Naoya Takahashi Nabarun Goswami Yuki Mitsufuji 17 141 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 D. Shen 14 8 0 27 Apr 2018