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
Taking Visual Motion Prediction To New Heightfields Sébastien Ehrhardt Áron Monszpart Niloy Mitra Andrea Vedaldi 11 23 0 22 Dec 2017
LSTM Pose Machines Yue Luo Jimmy S. J. Ren Zhouxia Wang Wenxiu Sun Jin-shan Pan Jianbo Liu Jiahao Pang Liang Lin 31 116 0 18 Dec 2017
Unsupervised Feature Learning for Audio Analysis Matthias Meyer J. Beutel Lothar Thiele SSL 14 18 0 11 Dec 2017
Deep Anticipation: Light Weight Intelligent Mobile Sensing in IoT by Recurrent Architecture Guang Chen Shu Liu Kejia Ren Zhongnan Qu Changhong Fu Gereon Hinz Alois C. Knoll 14 1 0 06 Dec 2017
Temporal Attention augmented Bilinear Network for Financial Time-Series Data Analysis D. Tran Alexandros Iosifidis J. Kanniainen M. Gabbouj AIFin AI4TS 6 200 0 04 Dec 2017
Compressed Video Action Recognition Chao-Yuan Wu Manzil Zaheer Hexiang Hu R. Manmatha Alex Smola Philipp Krahenbuhl 27 325 0 02 Dec 2017
Recurrent Neural Networks for Semantic Instance Segmentation Amaia Salvador Míriam Bellver Victor Campos Manel Baradad F. Marqués Jordi Torres Xavier Giró-i-Nieto SSeg 19 62 0 02 Dec 2017
Learning to Segment Moving Objects P. Tokmakov Cordelia Schmid Alahari Karteek VOS 17 97 0 01 Dec 2017
Folded Recurrent Neural Networks for Future Video Prediction Marc Oliu Javier Selva Sergio Escalera 24 134 0 01 Dec 2017
PSIque: Next Sequence Prediction of Satellite Images using a Convolutional Sequence-to-Sequence Network Seungkyun Hong Seongchan Kim M. Joh Sa-kwang Song 25 24 0 29 Nov 2017
Deep Predictive Models for Collision Risk Assessment in Autonomous Driving Mark Strickland Georgios Fainekos H. B. Amor 19 69 0 28 Nov 2017
Recurrent Segmentation for Variable Computational Budgets Lane T. McIntosh Niru Maheswaranathan David Sussillo Jonathon Shlens SSeg VOS 25 20 0 28 Nov 2017
3D-A-Nets: 3D Deep Dense Descriptor for Volumetric Shapes with Adversarial Networks Mengwei Ren Liang Niu Yi Fang GAN 3DPC 25 32 0 28 Nov 2017
Attentive Generative Adversarial Network for Raindrop Removal from a Single Image Rui Qian R. Tan Wenhan Yang Jiajun Su Jiaying Liu GAN 14 619 0 28 Nov 2017
Deep Learning for Physical Processes: Incorporating Prior Scientific Knowledge Emmanuel de Bézenac Arthur Pajot Patrick Gallinari PINN AI4CE 17 317 0 21 Nov 2017
Pixel-wise object tracking Yilin Song Chenge Li Yao Wang 19 2 0 20 Nov 2017
Mobile Video Object Detection with Temporally-Aware Feature Maps Mason Liu Menglong Zhu ObjD 14 196 0 17 Nov 2017
Exploring Speech Enhancement with Generative Adversarial Networks for Robust Speech Recognition Chris Donahue Bo-wen Li Rohit Prabhavalkar 22 200 0 15 Nov 2017
Loss Functions for Multiset Prediction Sean Welleck Zi-Mei Yao Yujie Gai J. Mao Zheng-Wei Zhang Kyunghyun Cho 11 18 0 14 Nov 2017
3D Randomized Connection Network with Graph-based Label Inference Siqi Bao Pei Wang Tony C. W. Mok Albert C. S. Chung 3DV 26 3 0 11 Nov 2017
DeepRain: ConvLSTM Network for Precipitation Prediction using Multichannel Radar Data Seongchan Kim Seungkyun Hong M. Joh Sa-kwang Song AI4Cl 19 120 0 07 Nov 2017
Wider and Deeper, Cheaper and Faster: Tensorized LSTMs for Sequence Learning Zhen He Shaobing Gao Liang Xiao Daxue Liu Hangen He David Barber AIMat 27 64 0 05 Nov 2017
Long-term Forecasting using Higher Order Tensor RNNs Rose Yu Stephan Zheng Anima Anandkumar Yisong Yue AI4TS 19 132 0 31 Oct 2017
Learning Depthwise Separable Graph Convolution from Data Manifold Guokun Lai Hanxiao Liu Yiming Yang 22 1 0 31 Oct 2017
RGB-D-based Human Motion Recognition with Deep Learning: A Survey Pichao Wang W. Li P. Ogunbona Jun Wan Sergio Escalera 3DH 31 351 0 31 Oct 2017
Stochastic Variational Video Prediction Mohammad Babaeizadeh Chelsea Finn D. Erhan R. Campbell Sergey Levine DRL VGen 21 538 0 30 Oct 2017
ContextVP: Fully Context-Aware Video Prediction Wonmin Byeon Qin Wang R. Srivastava P. Koumoutsakos 23 8 0 23 Oct 2017
Sea Level Anomaly Prediction using Recurrent Neural Networks A. Braakmann-Folgmann R. Roscher Susanne Wenzel B. Uebbing J. Kusche AI4Cl 19 40 0 19 Oct 2017
Self-Supervised Visual Planning with Temporal Skip Connections F. Ebert Chelsea Finn Alex X. Lee Sergey Levine SSL 26 317 0 15 Oct 2017
Deep Learning applied to Road Traffic Speed forecasting T. Epelbaum Fabrice Gamboa Jean-Michel Loubes J. Martin AI4TS 12 11 0 02 Oct 2017
Learning to Detect Violent Videos using Convolutional Long Short-Term Memory Swathikiran Sudhakaran O. Lanz 11 215 0 19 Sep 2017
Convolutional Long Short-Term Memory Networks for Recognizing First Person Interactions Swathikiran Sudhakaran O. Lanz 11 38 0 19 Sep 2017
Predicting Video Saliency with Object-to-Motion CNN and Two-layer Convolutional LSTM Lai Jiang Mai Xu Zulin Wang 14 121 0 19 Sep 2017
Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting Ting Yu Haoteng Yin Zhanxing Zhu GNN AI4TS 11 3,625 0 14 Sep 2017
Differentiating Objects by Motion: Joint Detection and Tracking of Small Flying Objects Ryota Yoshihashi T. Trinh Rei Kawakami Shaodi You M. Iida T. Naemura ObjD 21 6 0 14 Sep 2017
An unsupervised long short-term memory neural network for event detection in cell videos Ha Tran Hong Phan Ashnil Kumar D. Feng M. Fulham Jinman Kim 10 5 0 07 Sep 2017
A Comprehensive Survey of Deep Learning in Remote Sensing: Theories, Tools and Challenges for the Community John E. Ball Derek T. Anderson Chee Seng Chan 25 521 0 01 Sep 2017
Hierarchical Multi-scale Attention Networks for Action Recognition Shiyang Yan Jeremy S. Smith Wenjin Lu Bailing Zhang 18 37 0 25 Aug 2017
Learning Anytime Predictions in Neural Networks via Adaptive Loss Balancing Hanzhang Hu Debadeepta Dey M. Hebert J. Andrew Bagnell 14 6 0 22 Aug 2017
Lattice Long Short-Term Memory for Human Action Recognition Lin Sun K. Jia Kevin Chen Dit-Yan Yeung Bertram E. Shi Silvio Savarese 17 153 0 13 Aug 2017
Recurrent Filter Learning for Visual Tracking Tianyu Yang Antoni B. Chan VOT 17 84 0 13 Aug 2017
Deep Steering: Learning End-to-End Driving Model from Spatial and Temporal Visual Cues Lu Chi Yadong Mu LLMSV 17 110 0 12 Aug 2017
GlobeNet: Convolutional Neural Networks for Typhoon Eye Tracking from Remote Sensing Imagery Seungkyun Hong Seongchan Kim M. Joh Sa-kwang Song 17 36 0 11 Aug 2017
Predictive Coding for Dynamic Visual Processing: Development of Functional Hierarchy in a Multiple Spatio-Temporal Scales RNN Model Minkyu Choi Jun Tani 23 19 0 02 Aug 2017
Temporal Dynamic Graph LSTM for Action-driven Video Object Detection Yuan. Yuan Xiaodan Liang X. Wang Dit-Yan Yeung Abhinav Gupta 14 93 0 02 Aug 2017
Dual Motion GAN for Future-Flow Embedded Video Prediction Xiaodan Liang Lisa Lee Wei-Ming Dai Eric P. Xing GAN 26 366 0 01 Aug 2017
Recurrent Ladder Networks Isabeau Prémont-Schwarz Alexander Ilin T. Hao Antti Rasmus Rinu Boney Harri Valpola 17 41 0 28 Jul 2017
Spatiotemporal Modeling for Crowd Counting in Videos Feng Xiong Xingjian Shi Dit-Yan Yeung 17 184 0 25 Jul 2017
Neural Person Search Machines Hao Liu Jiashi Feng Zequn Jie J. Karlekar Bo Zhao Meibin Qi Jianguo Jiang Shuicheng Yan 26 152 0 21 Jul 2017
Improving Deep Pancreas Segmentation in CT and MRI Images via Recurrent Neural Contextual Learning and Direct Loss Function Jinzheng Cai Le Lu Yuanpu Xie Fuyong Xing L. Yang MedIm SSeg 25 132 0 16 Jul 2017