Improving neural networks by preventing co-adaptation of feature detectors

3 July 2012

Papers citing "Improving neural networks by preventing co-adaptation of feature detectors"

50 / 1,729 papers shown

Title
Catching Attention with Automatic Pull Quote Selection Tanner A. Bohn Charles X. Ling 72 4 0 27 May 2020
A Structural Model for Contextual Code Changes Shaked Brody Uri Alon Eran Yahav KELM 99 7 0 27 May 2020
Bayesian Neural Networks at Scale: A Performance Analysis and Pruning Study Himanshu Sharma Elise Jennings BDL 71 4 0 23 May 2020
A Comparison of Few-Shot Learning Methods for Underwater Optical and Sonar Image Classification Mateusz Ochal Jose Vazquez Y. Pétillot Sen Wang 73 26 0 10 May 2020
Noisy Differentiable Architecture Search Xiangxiang Chu Bo Zhang 44 43 0 07 May 2020
Stochastic Bottleneck: Rateless Auto-Encoder for Flexible Dimensionality Reduction T. Koike-Akino Ye Wang 55 12 0 06 May 2020
Regularized Pooling Takato Otsuzuki Hideaki Hayashi Yuchen Zheng S. Uchida 27 5 0 06 May 2020
On the Inference Calibration of Neural Machine Translation Shuo Wang Zhaopeng Tu Shuming Shi Yang Liu 113 83 0 03 May 2020
Entity Candidate Network for Whole-Aware Named Entity Recognition Wendong He Yizhen Shao Pingjian Zhang 46 1 0 29 Apr 2020
Image Augmentation Is All You Need: Regularizing Deep Reinforcement Learning from Pixels Ilya Kostrikov Denis Yarats Rob Fergus OffRL 177 794 0 28 Apr 2020
Evaluating the Rainbow DQN Agent in Hanabi with Unseen Partners Rodrigo Canaan Xianbo Gao Youjin Chung Julian Togelius Andy Nealen Stefan Menzel 47 4 0 28 Apr 2020
COLAM: Co-Learning of Deep Neural Networks and Soft Labels via Alternating Minimization Xingjian Li Haoyi Xiong Haozhe An Dejing Dou Chengzhong Xu FedML 26 3 0 26 Apr 2020
MoVie: Revisiting Modulated Convolutions for Visual Counting and Beyond Duy-Kien Nguyen Vedanuj Goswami Xinlei Chen 71 23 0 24 Apr 2020
Dropout as an Implicit Gating Mechanism For Continual Learning Seyed Iman Mirzadeh Mehrdad Farajtabar H. Ghasemzadeh CLL 67 43 0 24 Apr 2020
Deeply Uncertain: Comparing Methods of Uncertainty Quantification in Deep Learning Algorithms J. Caldeira Brian D. Nord BDL UQCV UD 91 81 0 22 Apr 2020
AMC-Loss: Angular Margin Contrastive Loss for Improved Explainability in Image Classification Hongjun Choi Anirudh Som Pavan Turaga 39 25 0 21 Apr 2020
OSLNet: Deep Small-Sample Classification with an Orthogonal Softmax Layer Xiaoxu Li Dongliang Chang Zhanyu Ma Zheng-Hua Tan Jing-Hao Xue Jie Cao Jingyi Yu Jun Guo 104 32 0 20 Apr 2020
Dynamic Feature Integration for Simultaneous Detection of Salient Object, Edge and Skeleton Jiangjiang Liu Qibin Hou Ming-Ming Cheng ObjD 77 126 0 18 Apr 2020
Recommendation system using a deep learning and graph analysis approach Mahdi Kherad Amir Jalaly Bidgoly GNN 71 17 0 17 Apr 2020
Light-Weighted CNN for Text Classification R. Yadav 34 7 0 16 Apr 2020
Towards Robust Classification with Image Quality Assessment Yeli Feng Yiyu Cai 100 0 0 14 Apr 2020
Sequence Model Design for Code Completion in the Modern IDE Gareth Ari Aye Gail E. Kaiser 60 30 0 10 Apr 2020
Improved Residual Networks for Image and Video Recognition Ionut Cosmin Duta Li Liu Fan Zhu Ling Shao SSeg AI4TS 61 173 0 10 Apr 2020
X3D: Expanding Architectures for Efficient Video Recognition Christoph Feichtenhofer 181 1,026 0 09 Apr 2020
Risk-Aware High-level Decisions for Automated Driving at Occluded Intersections with Reinforcement Learning Danial Kamran Carlos Fernandez Lopez Martin Lauer Christoph Stiller 66 65 0 09 Apr 2020
Coronavirus (COVID-19) Classification using Deep Features Fusion and Ranking Technique U. Ozkaya Ş. Öztürk Mücahid Barstuğan OOD 75 152 0 07 Apr 2020
Temporal Pyramid Network for Action Recognition Ceyuan Yang Yinghao Xu Jianping Shi Bo Dai Bolei Zhou 59 376 0 07 Apr 2020
Crossover-Net: Leveraging the Vertical-Horizontal Crossover Relation for Robust Segmentation Qian Yu Yinghuan Shi Yefeng Zheng Yang Gao Jianbing Zhu Yakang Dai MedIm 89 0 0 03 Apr 2020
An Overview of Federated Deep Learning Privacy Attacks and Defensive Strategies David Enthoven Zaid Al-Ars FedML 93 51 0 01 Apr 2020
Defect segmentation: Mapping tunnel lining internal defects with ground penetrating radar data using a convolutional neural network Senlin Yang Zhengfang Wang Jing Wang Anthony G. Cohn Jiaqi Zhang Peng-Tao Jiang L. Nie Q. Sui 30 35 0 29 Mar 2020
Strategies for Robust Image Classification Jason Stock Andy Dolan Tom Cavey 28 2 0 26 Mar 2020
Covid-19: Automatic detection from X-Ray images utilizing Transfer Learning with Convolutional Neural Networks Ioannis D. Apostolopoulos Tzani Bessiana 84 1,918 0 25 Mar 2020
Bayesian Sparsification Methods for Deep Complex-valued Networks Ivan Nazarov Evgeny Burnaev BDL 38 0 0 25 Mar 2020
ProGraML: Graph-based Deep Learning for Program Optimization and Analysis Chris Cummins Zacharias V. Fisches Tal Ben-Nun Torsten Hoefler Hugh Leather 177 59 0 23 Mar 2020
A deep learning approach for lower back-pain risk prediction during manual lifting K. Snyder Thomas Brennan Ming-Lun Lu Rashmi Jha Menekse S. Barim Marie Hayden D. Werren HAI 29 15 0 20 Mar 2020
A Rotation-Invariant Framework for Deep Point Cloud Analysis Xianzhi Li Ruihui Li Guangyong Chen Chi-Wing Fu Daniel Cohen-Or Pheng-Ann Heng 3DPC 170 109 0 16 Mar 2020
Experimenting with Convolutional Neural Network Architectures for the automatic characterization of Solitary Pulmonary Nodules' malignancy rating Ioannis D. Apostolopoulos 42 3 0 15 Mar 2020
Mass Estimation of Galaxy Clusters with Deep Learning I: Sunyaev-Zel'dovich Effect N. Gupta C. Reichardt 71 14 0 13 Mar 2020
Top-1 Solution of Multi-Moments in Time Challenge 2019 Manyuan Zhang Hao Shao Guanglu Song Yu Liu Junjie Yan 40 3 0 12 Mar 2020
Hyper-Parameter Optimization: A Review of Algorithms and Applications Tong Yu Hong Zhu AAML 93 542 0 12 Mar 2020
GPCA: A Probabilistic Framework for Gaussian Process Embedded Channel Attention Jiyang Xie Dongliang Chang Zhanyu Ma Guoqiang Zhang Jun Guo 68 25 0 10 Mar 2020
Single-view 2D CNNs with Fully Automatic Non-nodule Categorization for False Positive Reduction in Pulmonary Nodule Detection Hyunjun Eun Daeyeong Kim Chanho Jung Changick Kim 14 21 0 09 Mar 2020
Weight mechanism: adding a constant in concatenation of series connect Xiaojie Qi 30 0 0 07 Mar 2020
Dropout: Explicit Forms and Capacity Control R. Arora Peter L. Bartlett Poorya Mianjy Nathan Srebro 119 38 0 06 Mar 2020
Dropout Strikes Back: Improved Uncertainty Estimation via Diversity Sampling Kirill Fedyanin Evgenii Tsymbalov Maxim Panov UQCV 41 7 0 06 Mar 2020
Application of Deep Neural Networks to assess corporate Credit Rating Parisa Golbayani Dan Wang I. Florescu 49 24 0 04 Mar 2020
Fiedler Regularization: Learning Neural Networks with Graph Sparsity Edric Tam David B. Dunson 55 12 0 02 Mar 2020
The Implicit and Explicit Regularization Effects of Dropout Colin Wei Sham Kakade Tengyu Ma 123 118 0 28 Feb 2020
A Multi-Hypothesis Approach to Color Constancy D. Juárez Sarah Parisot Benjamin Busam A. Leonardis Greg Slabaugh Jingyu Sun 57 43 0 28 Feb 2020
HOTCAKE: Higher Order Tucker Articulated Kernels for Deeper CNN Compression R. Lin Ching-Yun Ko Zhuolun He Cong Chen Yuan Cheng Hao Yu G. Chesi Ngai Wong 75 6 0 28 Feb 2020