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 / 430 papers shown

Title
Prediction intervals for Deep Neural Networks Tullio Mancini Hector F. Calvo-Pardo Jose Olmo UQCV OOD 13 4 0 08 Oct 2020
Conditional Image Generation with One-Vs-All Classifier Xiangrui Xu Yaqin Li Cao Yuan VLM GAN 17 12 0 18 Sep 2020
Pooling Methods in Deep Neural Networks, a Review Hossein Gholamalinezhad H. Khosravi 6 214 0 16 Sep 2020
Orientation Keypoints for 6D Human Pose Estimation Martin Fisch R. Clark 3DH 11 11 0 10 Sep 2020
Quantum State Tomography with Conditional Generative Adversarial Networks Shahnawaz Ahmed C. Muñoz Franco Nori A. F. Kockum GAN 3DPC 37 121 0 07 Aug 2020
WeightNet: Revisiting the Design Space of Weight Networks Ningning Ma X. Zhang Jiawei Huang Jian-jun Sun 6 106 0 23 Jul 2020
DEAL: Deep Evidential Active Learning for Image Classification Patrick Hemmer Niklas Kühl Jakob Schöffer 16 37 0 22 Jul 2020
Modern Hopfield Networks and Attention for Immune Repertoire Classification Michael Widrich Bernhard Schafl Hubert Ramsauer Milena Pavlović Lukas Gruber ... Johannes Brandstetter G. K. Sandve Victor Greiff Sepp Hochreiter G. Klambauer 179 117 0 16 Jul 2020
A Framework for Neural Network Pruning Using Gibbs Distributions Alex Labach S. Valaee 9 5 0 08 Jun 2020
An Overview of Neural Network Compression James OÑeill AI4CE 40 98 0 05 Jun 2020
On the Inference Calibration of Neural Machine Translation Shuo Wang Zhaopeng Tu Shuming Shi Yang Liu 11 80 0 03 May 2020
Evaluating the Rainbow DQN Agent in Hanabi with Unseen Partners Rodrigo Canaan Xianbo Gao Youjin Chung Julian Togelius Andy Nealen Stefan Menzel 11 4 0 28 Apr 2020
Sequence Model Design for Code Completion in the Modern IDE Gareth Ari Aye Gail E. Kaiser 10 30 0 10 Apr 2020
X3D: Expanding Architectures for Efficient Video Recognition Christoph Feichtenhofer 66 998 0 09 Apr 2020
Coronavirus (COVID-19) Classification using Deep Features Fusion and Ranking Technique U. Ozkaya Ş. Öztürk Mücahid Barstuğan OOD 22 152 0 07 Apr 2020
An Overview of Federated Deep Learning Privacy Attacks and Defensive Strategies David Enthoven Zaid Al-Ars FedML 52 50 0 01 Apr 2020
Covid-19: Automatic detection from X-Ray images utilizing Transfer Learning with Convolutional Neural Networks Ioannis D. Apostolopoulos Tzani Bessiana 17 1,905 0 25 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 17 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 112 108 0 16 Mar 2020
GPCA: A Probabilistic Framework for Gaussian Process Embedded Channel Attention Jiyang Xie Dongliang Chang Zhanyu Ma Guoqiang Zhang Jun Guo 18 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 6 20 0 09 Mar 2020
Dropout: Explicit Forms and Capacity Control R. Arora Peter L. Bartlett Poorya Mianjy Nathan Srebro 50 37 0 06 Mar 2020
HOTCAKE: Higher Order Tucker Articulated Kernels for Deeper CNN Compression R. Lin Ching-Yun Ko Zhuolun He Cong Chen Yuan-Chia Cheng Hao Yu G. Chesi Ngai Wong 23 6 0 28 Feb 2020
Beyond Dropout: Feature Map Distortion to Regularize Deep Neural Networks Yehui Tang Yunhe Wang Yixing Xu Boxin Shi Chao Xu Chunjing Xu Chang Xu 6 38 0 23 Feb 2020
No Routing Needed Between Capsules Adam Byerly T. Kalganova I. Dear 28 67 0 24 Jan 2020
Audiovisual SlowFast Networks for Video Recognition Fanyi Xiao Yong Jae Lee Kristen Grauman Jitendra Malik Christoph Feichtenhofer 194 205 0 23 Jan 2020
Single headed attention based sequence-to-sequence model for state-of-the-art results on Switchboard Zoltán Tüske G. Saon Kartik Audhkhasi Brian Kingsbury BDL 12 68 0 20 Jan 2020
A Survey of Deep Learning Applications to Autonomous Vehicle Control Sampo Kuutti Richard Bowden Yaochu Jin P. Barber Saber Fallah 20 506 0 23 Dec 2019
Continuous Dropout Xu Shen Xinmei Tian Tongliang Liu Fang Xu Dacheng Tao 17 64 0 28 Nov 2019
Hexagonal Image Processing in the Context of Machine Learning: Conception of a Biologically Inspired Hexagonal Deep Learning Framework Tobias Schlosser Michael Friedrich Danny Kowerko 6 15 0 25 Nov 2019
An Efficient Hardware-Oriented Dropout Algorithm Y. J. Yeoh Takashi Morie H. Tamukoh 13 2 0 14 Nov 2019
Document-level Neural Machine Translation with Associated Memory Network Shu Jiang Rui Wang Z. Li Masao Utiyama Kehai Chen Eiichiro Sumita Hai Zhao Bao-Liang Lu 13 2 0 31 Oct 2019
Adaptive Sampling for Stochastic Risk-Averse Learning Sebastian Curi Kfir Y. Levy Stefanie Jegelka Andreas Krause 6 51 0 28 Oct 2019
Revisiting Self-Training for Neural Sequence Generation Junxian He Jiatao Gu Jiajun Shen MarcÁurelio Ranzato SSL LRM 242 269 0 30 Sep 2019
Reducing Transformer Depth on Demand with Structured Dropout Angela Fan Edouard Grave Armand Joulin 17 584 0 25 Sep 2019
WEnets: A Convolutional Framework for Evaluating Audio Waveforms Andrew A. Catellier S. Voran 14 6 0 19 Sep 2019
A superpixel-driven deep learning approach for the analysis of dermatological wounds G. Blanco A. J. Traina C. Traina P. M. A. Marques A. E. Jorge Daniel de Oliveira M. Bedo 6 43 0 13 Sep 2019
Temporal Collaborative Ranking Via Personalized Transformer Liwei Wu Shuqing Li Cho-Jui Hsieh James Sharpnack AI4TS 8 4 0 15 Aug 2019
Delving Deep into Liver Focal Lesion Detection: A Preliminary Study Jiechao Ma Yingqian Chen Yu-Chun Chen Fengkai Wan Sumin Xue Ziping Li S. Feng MedIm 17 2 0 24 Jul 2019
A Unified Deep Framework for Joint 3D Pose Estimation and Action Recognition from a Single RGB Camera H. Pham H. Salmane L. Khoudour Alain Crouzil Pablo Zegers S. Velastín 13 46 0 16 Jul 2019
Voice Pathology Detection Using Deep Learning: a Preliminary Study Pavol Harar J. B. Alonso Jirí Mekyska Z. Galaz Radim Burget Z. Smékal 11 96 0 12 Jul 2019
Simple vs complex temporal recurrences for video saliency prediction Panagiotis Linardos Eva Mohedano J. Nieto Noel E. O'Connor Xavier Giró-i-Nieto Kevin McGuinness FAtt 15 86 0 03 Jul 2019
Defending Adversarial Attacks by Correcting logits Yifeng Li Lingxi Xie Ya-Qin Zhang Rui Zhang Yanfeng Wang Qi Tian AAML 13 5 0 26 Jun 2019
Multi-Level Matching and Aggregation Network for Few-Shot Relation Classification Zhiquan Ye Zhenhua Ling 8 134 0 16 Jun 2019
Stochastic Shared Embeddings: Data-driven Regularization of Embedding Layers Liwei Wu Shuqing Li Cho-Jui Hsieh James Sharpnack 8 31 0 25 May 2019
Orthogonal Deep Neural Networks K. Jia Shuai Li Yuxin Wen Tongliang Liu Dacheng Tao 26 131 0 15 May 2019
Which Contrast Does Matter? Towards a Deep Understanding of MR Contrast using Collaborative GAN Dongwook Lee Won-Jin Moon J. C. Ye GAN MedIm 20 8 0 10 May 2019
Advancements in Image Classification using Convolutional Neural Network F. Sultana Abu Sufian P. Dutta 12 273 0 08 May 2019
Reconstruction of Natural Visual Scenes from Neural Spikes with Deep Neural Networks Yichen Zhang Shanshan Jia Yajing Zheng Zhaofei Yu Yonghong Tian Siwei Ma Tiejun Huang Jian K. Liu 11 42 0 30 Apr 2019
Deep Multi-View Learning using Neuron-Wise Correlation-Maximizing Regularizers K. Jia Jiehong Lin Mingkui Tan Dacheng Tao 3DV 17 32 0 25 Apr 2019