Gating Revisited: Deep Multi-layer RNNs That Can Be Trained

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Gating Revisited: Deep Multi-layer RNNs That Can Be Trained

25 November 2019

Mehmet Özgür Türkoglu

Stefano Dáronco

Jan Dirk Wegner

Konrad Schindler

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Papers citing "Gating Revisited: Deep Multi-layer RNNs That Can Be Trained"

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Title
BILLNET: A Binarized Conv3D-LSTM Network with Logic-gated residual architecture for hardware-efficient video inference Van Thien Nguyen William Guicquero Gilles Sicard 3DV MQ 155 2 0 24 Jan 2025
Cross-Technology Interference: Detection, Avoidance, and Coexistence Mechanisms in the ISM Bands Zegeye Mekasha Kidane Waltenegus Dargie 76 0 0 11 Jan 2025
Deep Loss Convexification for Learning Iterative Models Ziming Zhang Yuping Shao Yiqing Zhang Fangzhou Lin Haichong K. Zhang Elke Rundensteiner 3DPC 117 0 0 16 Nov 2024
Mathematical Formalism for Memory Compression in Selective State Space Models Siddhanth Bhat 65 2 0 04 Oct 2024
Deep Learning for Satellite Image Time Series Analysis: A Review Lynn Miller Charlotte Pelletier Geoffrey I. Webb 89 26 0 05 Apr 2024
Uncertainty-Aware Deep Attention Recurrent Neural Network for Heterogeneous Time Series Imputation Linglong Qian Zina Ibrahim Richard J. B. Dobson BDL AI4TS 53 3 0 04 Jan 2024
U-TILISE: A Sequence-to-sequence Model for Cloud Removal in Optical Satellite Time Series Corinne Stucker Vivien Sainte Fare Garnot Konrad Schindler AI4TS 111 20 0 22 May 2023
CRU: A Novel Neural Architecture for Improving the Predictive Performance of Time-Series Data Sunghyun Sim Dohee Kim Hyerim Bae AI4TS 62 1 0 30 Nov 2022
A Sentinel-2 multi-year, multi-country benchmark dataset for crop classification and segmentation with deep learning Dimitrios Sykas Maria Sdraka Dimitrios Zografakis Ioannis Papoutsis 118 39 0 02 Apr 2022
AiTLAS: Artificial Intelligence Toolbox for Earth Observation I. Dimitrovski Ivan Kitanovski P. Panov Nikola Simidjievski D. Kocev 101 10 0 21 Jan 2022
maskGRU: Tracking Small Objects in the Presence of Large Background Motions Constantine J. Roros A. Kak 95 2 0 03 Jan 2022
Deep Learning and Earth Observation to Support the Sustainable Development Goals Claudio Persello Jan Dirk Wegner Ronny Hansch D. Tuia Pedram Ghamisi M. Koeva Gustau Camps-Valls 61 4 0 21 Dec 2021
Country-wide Retrieval of Forest Structure From Optical and SAR Satellite Imagery With Deep Ensembles Alexander Becker S. Russo Stefano Puliti Nico Lang Konrad Schindler Jan Dirk Wegner 88 45 0 25 Nov 2021
Crop mapping from image time series: deep learning with multi-scale label hierarchies Mehmet Özgür Türkoglu Stefano Dáronco Gregor Perich F. Liebisch Constantin Streit Konrad Schindler Jan Dirk Wegner 145 134 0 17 Feb 2021
Crop Classification under Varying Cloud Cover with Neural Ordinary Differential Equations Nando Metzger Mehmet Özgür Türkoglu Stefano Dáronco Jan Dirk Wegner Konrad Schindler BDL AI4TS 116 30 0 04 Dec 2020
BreizhCrops: A Time Series Dataset for Crop Type Mapping M. Rußwurm Charlotte Pelletier Maximilian Zollner Sébastien Lefèvre Marco Korner AI4TS 127 76 0 28 May 2019