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
Neural Neighborhood Encoding for Classification Kaushik Sinha Parikshit Ram 67 1 0 19 Aug 2020
Demand Forecasting using Long Short-Term Memory Neural Networks Marta Golabek Robin Senge Rainer Neumann 34 4 0 19 Aug 2020
Learning Connectivity of Neural Networks from a Topological Perspective Kun Yuan Quanquan Li Jing Shao Junjie Yan 119 2 0 19 Aug 2020
Deep Networks with Fast Retraining Wandong Zhang Yimin Yang Q. M. J. Wu AI4CE 28 2 0 13 Aug 2020
OCoR: An Overlapping-Aware Code Retriever Qihao Zhu Zeyu Sun Xiran Liang Yingfei Xiong Lu Zhang 74 37 0 12 Aug 2020
Uncertainty Quantification of Locally Nonlinear Dynamical Systems using Neural Networks Subhayan De 58 9 0 11 Aug 2020
Quantum State Tomography with Conditional Generative Adversarial Networks Shahnawaz Ahmed C. Muñoz Franco Nori A. F. Kockum GAN 3DPC 106 127 0 07 Aug 2020
A Neural-Symbolic Framework for Mental Simulation Michael D Kissner 24 0 0 05 Aug 2020
DeLighT: Deep and Light-weight Transformer Sachin Mehta Marjan Ghazvininejad Srini Iyer Luke Zettlemoyer Hannaneh Hajishirzi VLM 90 32 0 03 Aug 2020
Hierarchical Action Classification with Network Pruning Mahdi Davoodikakhki KangKang Yin 78 20 0 30 Jul 2020
Adversarial Robustness for Machine Learning Cyber Defenses Using Log Data Kai Steverson Jonathan M. Mullin Metin B. Ahiskali OOD AAML 11 4 0 29 Jul 2020
Towards Learning Convolutions from Scratch Behnam Neyshabur SSL 305 71 0 27 Jul 2020
Supervised Learning in Temporally-Coded Spiking Neural Networks with Approximate Backpropagation A. Stephan Brian Gardner S. Koester André Grüning 18 0 0 27 Jul 2020
Research Progress of Convolutional Neural Network and its Application in Object Detection Wei Zhang Zuoxiang Zeng ObjD 21 2 0 27 Jul 2020
ADER: Adaptively Distilled Exemplar Replay Towards Continual Learning for Session-based Recommendation Fei Mi Xiao Lin Boi Faltings CLL 86 53 0 23 Jul 2020
Funnel Activation for Visual Recognition Ningning Ma Xinming Zhang Jian Sun ObjD 112 86 0 23 Jul 2020
WeightNet: Revisiting the Design Space of Weight Networks Ningning Ma Xinming Zhang Jiawei Huang Jian Sun 72 108 0 23 Jul 2020
Adma: A Flexible Loss Function for Neural Networks A. Shrivastava 24 1 0 23 Jul 2020
Perceptron Synthesis Network: Rethinking the Action Scale Variances in Videos Yuan Tian Guangtao Zhai Zhiyong Gao 35 0 0 22 Jul 2020
DEAL: Deep Evidential Active Learning for Image Classification Patrick Hemmer Niklas Kühl Jakob Schöffer 86 38 0 22 Jul 2020
MathNet: Haar-Like Wavelet Multiresolution-Analysis for Graph Representation and Learning Xuebin Zheng Bingxin Zhou Ming Li Yu Guang Wang Junbin Gao 72 2 0 22 Jul 2020
Improving compute efficacy frontiers with SliceOut Pascal Notin Aidan Gomez Joanna Yoo Y. Gal 21 1 0 21 Jul 2020
Connecting the Dots: Detecting Adversarial Perturbations Using Context Inconsistency Shasha Li Shitong Zhu Sudipta Paul Amit K. Roy-Chowdhury Chengyu Song S. Krishnamurthy A. Swami Kevin S. Chan AAML 123 36 0 19 Jul 2020
Adaptive Hierarchical Decomposition of Large Deep Networks Sumanth Chennupati S. Nooka Shagan Sah R. Ptucha 38 1 0 17 Jul 2020
Generating Person Images with Appearance-aware Pose Stylizer Siyu Huang Haoyi Xiong Zhi-Qi Cheng Qingzhong Wang Xingran Zhou Bihan Wen Jun Huan Dejing Dou 63 34 0 17 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 Günter Klambauer 243 119 0 16 Jul 2020
Decoupling Inherent Risk and Early Cancer Signs in Image-based Breast Cancer Risk Models Yue Liu Hossein Azizpour Fredrik Strand Kevin Smith 47 11 0 11 Jul 2020
C2G-Net: Exploiting Morphological Properties for Image Classification L. Herbsthofer B. Prietl M. Tomberger Thomas W. Pieber P. López-García MedIm 19 1 0 07 Jul 2020
RIFLE: Backpropagation in Depth for Deep Transfer Learning through Re-Initializing the Fully-connected LayEr Xingjian Li Haoyi Xiong Haozhe An Chengzhong Xu Dejing Dou ODL 69 39 0 07 Jul 2020
Dalek -- a deep-learning emulator for TARDIS W. E. Kerzendorf C. Vogl J. Buchner Gabriella Contardo M. Williamson Patrick van der Smagt MedIm 16 12 0 03 Jul 2020
Dropout as a Regularizer of Interaction Effects Benjamin J. Lengerich Eric Xing R. Caruana 101 7 0 02 Jul 2020
Combine Convolution with Recurrent Networks for Text Classification Shengfei Lyu Jiaqi Liu 43 6 0 29 Jun 2020
CLUB: A Contrastive Log-ratio Upper Bound of Mutual Information Pengyu Cheng Weituo Hao Shuyang Dai Jiachang Liu Zhe Gan Lawrence Carin VLM 96 359 0 22 Jun 2020
Sequential Feature Filtering Classifier Min-seok Seo Jaemin Lee Jongchan Park Dong-Geol Choi 36 3 0 21 Jun 2020
Towards Understanding Label Smoothing Yi Tian Xu Yuanhong Xu Qi Qian Hao Li Rong Jin UQCV 55 42 0 20 Jun 2020
Pyramidal Convolution: Rethinking Convolutional Neural Networks for Visual Recognition Ionut Cosmin Duta Li Liu Fan Zhu Ling Shao 70 198 0 20 Jun 2020
Center-based 3D Object Detection and Tracking Tianwei Yin Xingyi Zhou Philipp Krahenbuhl 3DPC 125 1,621 0 19 Jun 2020
Constraint-Based Regularization of Neural Networks Benedict Leimkuhler Timothée Pouchon Tiffany J. Vlaar Amos Storkey 42 10 0 17 Jun 2020
Branch-Cooperative OSNet for Person Re-Identification Lei Zhang Xiaofu Wu Suofei Zhang Zirui Yin 3DPC 23 4 0 12 Jun 2020
Understanding the Role of Training Regimes in Continual Learning Seyed Iman Mirzadeh Mehrdad Farajtabar Razvan Pascanu H. Ghasemzadeh CLL 81 228 0 12 Jun 2020
Deep Learning-based Stress Determinator for Mouse Psychiatric Analysis using Hippocampus Activity Donghan Liu Benjamin C. M. Fung T. Wong 114 0 0 11 Jun 2020
On Noise Injection in Generative Adversarial Networks Ruili Feng Deli Zhao Zhengjun Zha GAN 87 33 0 10 Jun 2020
A Framework for Neural Network Pruning Using Gibbs Distributions Alex Labach S. Valaee 33 5 0 08 Jun 2020
Bayesian Graph Neural Networks with Adaptive Connection Sampling Arman Hasanzadeh Ehsan Hajiramezanali Shahin Boluki Mingyuan Zhou N. Duffield Krishna R. Narayanan Xiaoning Qian BDL 89 118 0 07 Jun 2020
What needles do sparse neural networks find in nonlinear haystacks S. Sardy N. Hengartner Nikolai Bobenko Yen Ting Lin 47 1 0 07 Jun 2020
An Overview of Neural Network Compression James OÑeill AI4CE 160 99 0 05 Jun 2020
Discovering Parametric Activation Functions G. Bingham Risto Miikkulainen ODL 74 73 0 05 Jun 2020
Exploration of Interpretability Techniques for Deep COVID-19 Classification using Chest X-ray Images S. Chatterjee Fatima Saad Chompunuch Sarasaen Suhita Ghosh Valerie Krug ... Petia Radeva G. Rose Sebastian Stober Oliver Speck A. Nürnberger 104 26 0 03 Jun 2020
M2P2: Multimodal Persuasion Prediction using Adaptive Fusion Chongyang Bai Haipeng Chen Srijan Kumar J. Leskovec V. S. Subrahmanian 58 10 0 03 Jun 2020
Bayesian Neural Networks Tom Charnock Laurence Perreault Levasseur F. Lanusse UQCV BDL 29 3 0 02 Jun 2020