ReNet: A Recurrent Neural Network Based Alternative to Convolutional Networks

3 May 2015

Francesco Visin

Kyle Kastner

Kyunghyun Cho

Matteo Matteucci

Aaron Courville

Yoshua Bengio

SSeg

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Papers citing "ReNet: A Recurrent Neural Network Based Alternative to Convolutional Networks"

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Title
Pruning Distorted Images in MNIST Handwritten Digits Amarnath R Vinay Kumar 23 1 0 26 May 2023
Benchmarking Visual-Inertial Deep Multimodal Fusion for Relative Pose Regression and Odometry-aided Absolute Pose Regression Felix Ott N. Raichur David Rügamer Tobias Feigl Heiko Neumann Bernd Bischl Christopher Mutschler 36 1 0 01 Aug 2022
Learning from Data with Noisy Labels Using Temporal Self-Ensemble Jun Ho Lee J. Baik Taebaek Hwang J. Choi NoLa 28 1 0 21 Jul 2022
R-MelNet: Reduced Mel-Spectral Modeling for Neural TTS Kyle Kastner Aaron Courville 35 0 0 30 Jun 2022
Sequencer: Deep LSTM for Image Classification Yuki Tatsunami Masato Taki VLM ViT 31 78 0 04 May 2022
On the Privacy Risks of Deploying Recurrent Neural Networks in Machine Learning Models Yunhao Yang Parham Gohari Ufuk Topcu AAML 30 3 0 06 Oct 2021
ContinuityLearner: Geometric Continuity Feature Learning for Lane Segmentation H. Fang Jing Zhu Yi Fang 32 5 0 07 Aug 2021
TabularNet: A Neural Network Architecture for Understanding Semantic Structures of Tabular Data Lun Du Fei Gao Xu Chen Ran Jia Junshan Wang Jiang Zhang Shi Han Dongmei Zhang LMTD 24 74 0 06 Jun 2021
Spatial Dependency Networks: Neural Layers for Improved Generative Image Modeling DJordje Miladinović Aleksandar Stanić Stefan Bauer Jürgen Schmidhuber J. M. Buhmann DRL 13 9 0 16 Mar 2021
Structure-Aware Network for Lane Marker Extraction with Dynamic Vision Sensor Wensheng Cheng Haowen Luo Wen Yang Lei Yu Wei Li 31 19 0 14 Aug 2020
How Much Position Information Do Convolutional Neural Networks Encode? Md. Amirul Islam Sen Jia Neil D. B. Bruce SSL 205 344 0 22 Jan 2020
Optical Transient Object Classification in Wide Field Small Aperture Telescopes with Neural Networks P. Jia Yifei Zhao Gang Xue Dongmei Cai 16 20 0 29 Apr 2019
A Dilated Inception Network for Visual Saliency Prediction Sheng Yang Guosheng Lin Qiuping Jiang Weisi Lin 25 128 0 07 Apr 2019
Pedestrian Attribute Recognition: A Survey Tianlin Li Shaofei Zheng Rui Yang Aihua Zheng Zhe Chen Jin Tang Bin Luo CVBM 28 127 0 22 Jan 2019
Richer and Deeper Supervision Network for Salient Object Detection Sen Jia Neil D. B. Bruce 24 17 0 08 Jan 2019
PiCANet: Pixel-wise Contextual Attention Learning for Accurate Saliency Detection Nian Liu Junwei Han Ming-Hsuan Yang SSeg 36 99 0 15 Dec 2018
Recent Advances in Recurrent Neural Networks Hojjat Salehinejad Sharan Sankar Joseph Barfett E. Colak S. Valaee AI4TS 30 573 0 29 Dec 2017
Spatial As Deep: Spatial CNN for Traffic Scene Understanding Xingang Pan Jianping Shi Ping Luo Xiaogang Wang Xiaoou Tang 3DPC 29 976 0 17 Dec 2017
Squeeze-SegNet: A new fast Deep Convolutional Neural Network for Semantic Segmentation Géraldin Nanfack Azeddine Elhassouny Rachid Oulad Haj Thami SSeg 44 22 0 15 Nov 2017
High-Resolution Shape Completion Using Deep Neural Networks for Global Structure and Local Geometry Inference Xiaoguang Han Zerui Li Haibin Huang E. Kalogerakis Yizhou Yu 3DV 3DPC 21 282 0 22 Sep 2017
Spatial-Temporal Recurrent Neural Network for Emotion Recognition Tong Zhang Wenming Zheng Zhen Cui Yuan Zong Yang Li 25 417 0 12 May 2017
A Review on Deep Learning Techniques Applied to Semantic Segmentation Alberto Garcia-Garcia Sergio Orts Sergiu Oprea Victor Villena-Martinez Jose Garcia-Rodriguez 3DV SSeg 34 1,270 0 22 Apr 2017
Multilevel Context Representation for Improving Object Recognition Andreas Kölsch Muhammad Zeshan Afzal Marcus Liwicki 33 3 0 19 Mar 2017
Supervised Deep Sparse Coding Networks Xiaoxia Sun Nasser M. Nasrabadi T. Tran BDL 27 15 0 29 Jan 2017
Self-Taught Convolutional Neural Networks for Short Text Clustering Jiaming Xu Bo Xu Peng Wang Suncong Zheng Guanhua Tian Jun Zhao Bo Xu SSL 30 213 0 01 Jan 2017
Image-based localization using LSTMs for structured feature correlation F. Walch C. Hazirbas Laura Leal-Taixé Torsten Sattler S. Hilsenbeck Daniel Cremers 38 494 0 23 Nov 2016
CIFAR-10: KNN-based Ensemble of Classifiers Yehya Abouelnaga Ola S. Ali Hager Rady Mohamed Moustafa FedML 18 65 0 15 Nov 2016
A Deep Spatial Contextual Long-term Recurrent Convolutional Network for Saliency Detection Nian Liu Junwei Han 38 189 0 06 Oct 2016
Prediction of Manipulation Actions Cornelia Fermuller Fang Wang Yezhou Yang Konstantinos Zampogiannis Yi Zhang Francisco Barranco Michael Pfeiffer 16 51 0 03 Oct 2016
Combining the Best of Convolutional Layers and Recurrent Layers: A Hybrid Network for Semantic Segmentation Zhicheng Yan Huatian Zhang Yangqing Jia Thomas Breuel Yizhou Yu SSeg 27 41 0 15 Mar 2016
Inside-Outside Net: Detecting Objects in Context with Skip Pooling and Recurrent Neural Networks Sean Bell C. L. Zitnick Kavita Bala Ross B. Girshick ObjD 41 1,205 0 14 Dec 2015
ReSeg: A Recurrent Neural Network-based Model for Semantic Segmentation Francesco Visin Marco Ciccone Adriana Romero Kyle Kastner Kyunghyun Cho Yoshua Bengio Matteo Matteucci Aaron Courville VLM SSeg 19 251 0 22 Nov 2015
Semantic Image Segmentation with Task-Specific Edge Detection Using CNNs and a Discriminatively Trained Domain Transform Liang-Chieh Chen Jonathan T. Barron George Papandreou Kevin Patrick Murphy Alan Yuille 26 366 0 10 Nov 2015
Learning Contextual Dependencies with Convolutional Hierarchical Recurrent Neural Networks Zhen Zuo Bing Shuai G. Wang Xiao Liu Xingxing Wang Bernie Wang 16 93 0 13 Sep 2015
Reading Scene Text in Deep Convolutional Sequences Pan He Weilin Huang Yu Qiao Chen Change Loy Xiaoou Tang 29 307 0 14 Jun 2015
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 266 7,638 0 03 Jul 2012