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 / 460 papers shown

Title
Fighting Money Laundering with Statistics and Machine Learning R. Jensen Alexandros Iosifidis 28 13 0 11 Jan 2022
Separation of Scales and a Thermodynamic Description of Feature Learning in Some CNNs Inbar Seroussi Gadi Naveh Z. Ringel 25 49 0 31 Dec 2021
Precondition and Effect Reasoning for Action Recognition Hongsang Yoo Haopeng Li Qiuhong Ke Liangchen Liu Rui Zhang CML 31 4 0 19 Dec 2021
Spatial-Temporal-Fusion BNN: Variational Bayesian Feature Layer Shiye Lei Zhuozhuo Tu Leszek Rutkowski Feng Zhou Li Shen Fengxiang He Dacheng Tao BDL 19 2 0 12 Dec 2021
Quaternion-Based Graph Convolution Network for Recommendation Yaxing Fang Pengpeng Zhao Guanfeng Liu Yanchi Liu Victor S. Sheng Lei Zhao Xiaofang Zhou GNN 15 2 0 20 Nov 2021
Trustworthy Multimodal Regression with Mixture of Normal-inverse Gamma Distributions Huan Ma Zongbo Han Changqing Zhang H. Fu Joey Tianyi Zhou Q. Hu EDL UQCV 66 42 0 11 Nov 2021
On Training Implicit Models Zhengyang Geng Xinyu Zhang Shaojie Bai Yisen Wang Zhouchen Lin 59 69 0 09 Nov 2021
Exploring System Performance of Continual Learning for Mobile and Embedded Sensing Applications Young D. Kwon Jagmohan Chauhan Abhishek Kumar Pan Hui Cecilia Mascolo CLL HAI 26 32 0 25 Oct 2021
Which Model to Trust: Assessing the Influence of Models on the Performance of Reinforcement Learning Algorithms for Continuous Control Tasks Giacomo Arcieri David Wölfle Eleni Chatzi OffRL 19 5 0 25 Oct 2021
Multi-concept adversarial attacks Vibha Belavadi Yan Zhou Murat Kantarcioglu B. Thuraisingham AAML 28 0 0 19 Oct 2021
Object-Region Video Transformers Roei Herzig Elad Ben-Avraham K. Mangalam Amir Bar Gal Chechik Anna Rohrbach Trevor Darrell Amir Globerson ViT 17 82 0 13 Oct 2021
TAda! Temporally-Adaptive Convolutions for Video Understanding Ziyuan Huang Shiwei Zhang Liang Pan Zhiwu Qing Mingqian Tang Ziwei Liu M. Ang 35 49 0 12 Oct 2021
MoEfication: Transformer Feed-forward Layers are Mixtures of Experts Zhengyan Zhang Yankai Lin Zhiyuan Liu Peng Li Maosong Sun Jie Zhou MoE 19 117 0 05 Oct 2021
Reconstruction for Powerful Graph Representations Leonardo Cotta Christopher Morris Bruno Ribeiro AI4CE 122 78 0 01 Oct 2021
DualNet: Continual Learning, Fast and Slow Quang-Cuong Pham Chenghao Liu S. Hoi CLL 69 42 0 01 Oct 2021
Jointly Modeling Aspect and Polarity for Aspect-based Sentiment Analysis in Persian Reviews Milad Vazan J. Razmara 25 12 0 16 Sep 2021
A framework for benchmarking uncertainty in deep regression F. Schmähling Jörg Martin Clemens Elster UQCV 23 8 0 10 Sep 2021
FR-Detect: A Multi-Modal Framework for Early Fake News Detection on Social Media Using Publishers Features A. Jarrahi Leila Safari EgoV 11 0 0 10 Sep 2021
Learning 3D Mineral Prospectivity from 3D Geological Models Using Convolutional Neural Networks: Application to a Structure-controlled Hydrothermal Gold Deposit Hao Deng Yang Zheng Jin Chen Shuyang Yu K. Xiao Xiancheng Mao 10 44 0 02 Sep 2021
The Surprising Effectiveness of Visual Odometry Techniques for Embodied PointGoal Navigation Xiaoming Zhao Harsh Agrawal Dhruv Batra A. Schwing 28 40 0 26 Aug 2021
Relation-aware Compositional Zero-shot Learning for Attribute-Object Pair Recognition Ziwei Xu Guangzhi Wang Yongkang Wong Mohan S. Kankanhalli 41 26 0 10 Aug 2021
Leveraging Uncertainty for Improved Static Malware Detection Under Extreme False Positive Constraints A. Nguyen Edward Raff Charles K. Nicholas James Holt 28 21 0 09 Aug 2021
Learn to Focus: Hierarchical Dynamic Copy Network for Dialogue State Tracking Linhao Zhang Houfeng Wang 22 0 0 25 Jul 2021
QVHighlights: Detecting Moments and Highlights in Videos via Natural Language Queries Jie Lei Tamara L. Berg Mohit Bansal ViT 19 62 0 20 Jul 2021
Solving inverse problems with deep neural networks driven by sparse signal decomposition in a physics-based dictionary Gaëtan Rensonnet Louise Adam Benoit Macq MedIm 32 6 0 16 Jul 2021
Morphological Classification of Galaxies in S-PLUS using an Ensemble of Convolutional Networks N. M. Cardoso G. B. O. Schwarz L. O. Dias C. R. Bom L. Sodré C. Mendes de Oliveira 22 0 0 05 Jul 2021
R-Drop: Regularized Dropout for Neural Networks Xiaobo Liang Lijun Wu Juntao Li Yue Wang Qi Meng Tao Qin Wei Chen M. Zhang Tie-Yan Liu 31 424 0 28 Jun 2021
Randomness In Neural Network Training: Characterizing The Impact of Tooling Donglin Zhuang Xingyao Zhang S. Song Sara Hooker 17 75 0 22 Jun 2021
Training like Playing: A Reinforcement Learning And Knowledge Graph-based framework for building Automatic Consultation System in Medical Field Yining Huang Meilian Chen Keke Tang 20 3 0 14 Jun 2021
Representation and Correlation Enhanced Encoder-Decoder Framework for Scene Text Recognition Meng Cui Wei Wang Jinjin Zhang Liang Wang 3DV 13 12 0 13 Jun 2021
A Template-guided Hybrid Pointer Network for Knowledge-basedTask-oriented Dialogue Systems Dingmin Wang Ziyao Chen Wanwei He Li Zhong Yunzhe Tao Min Yang 22 11 0 10 Jun 2021
CaloFlow: Fast and Accurate Generation of Calorimeter Showers with Normalizing Flows Claudius Krause David Shih AI4CE 13 81 0 09 Jun 2021
ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer Yuanmeng Yan Rumei Li Sirui Wang Fuzheng Zhang Wei Yu Wu Weiran Xu SSL 35 546 0 25 May 2021
Data-driven discovery of interpretable causal relations for deep learning material laws with uncertainty propagation Xiao Sun B. Bahmani Nikolaos N. Vlassis WaiChing Sun Yanxun Xu CML AI4CE 63 26 0 20 May 2021
A Feature Fusion-Net Using Deep Spatial Context Encoder and Nonstationary Joint Statistical Model for High Resolution SAR Image Classification Wenkai Liang Yan Wu Ming Li Peng Zhang Yi Cao Xin Hu 21 6 0 11 May 2021
What Kinds of Functions do Deep Neural Networks Learn? Insights from Variational Spline Theory Rahul Parhi Robert D. Nowak MLT 25 70 0 07 May 2021
Point Cloud Audio Processing Krishna Subramani Paris Smaragdis 3DPC 20 4 0 06 May 2021
On the limit of English conversational speech recognition Zoltán Tüske G. Saon Brian Kingsbury 14 50 0 03 May 2021
Learning by Design: Structuring and Documenting the Human Choices in Machine Learning Development Simon Enni Ira Assent 14 3 0 03 May 2021
Multiscale Vision Transformers Haoqi Fan Bo Xiong K. Mangalam Yanghao Li Zhicheng Yan Jitendra Malik Christoph Feichtenhofer ViT 19 1,221 0 22 Apr 2021
Progressive and Aligned Pose Attention Transfer for Person Image Generation Zhen Zhu Tengteng Huang Mengde Xu Baoguang Shi Wenqing Cheng X. Bai GAN 29 20 0 22 Mar 2021
Contextual Dropout: An Efficient Sample-Dependent Dropout Module Xinjie Fan Shujian Zhang Korawat Tanwisuth Xiaoning Qian Mingyuan Zhou OOD BDL UQCV 22 27 0 06 Mar 2021
LocalDrop: A Hybrid Regularization for Deep Neural Networks Ziqing Lu Chang Xu Bo Du Takashi Ishida L. Zhang Masashi Sugiyama 17 14 0 01 Mar 2021
Automatic Extraction of Secrets from the Transistor Jungle using Laser-Assisted Side-Channel Attacks Thilo Krachenfels T. Kiyan Shahin Tajik Jean-Pierre Seifert 11 32 0 23 Feb 2021
Neural Sampling Machine with Stochastic Synapse allows Brain-like Learning and Inference S. Dutta Georgios Detorakis A. Khanna B. Grisafe Emre Neftci S. Datta BDL 11 44 0 20 Feb 2021
DEUP: Direct Epistemic Uncertainty Prediction Salem Lahlou Moksh Jain Hadi Nekoei V. Butoi Paul Bertin Jarrid Rector-Brooks Maksym Korablyov Yoshua Bengio PER UQLM UQCV UD 200 81 0 16 Feb 2021
Sequential Deep Learning for Credit Risk Monitoring with Tabular Financial Data Jillian M. Clements Di Xu N. Yousefi Dmitry Efimov 20 41 0 30 Dec 2020
Learning Light-Weight Translation Models from Deep Transformer Bei Li Ziyang Wang Hui Liu Quan Du Tong Xiao Chunliang Zhang Jingbo Zhu VLM 112 40 0 27 Dec 2020
Efficient Estimation of Influence of a Training Instance Sosuke Kobayashi Sho Yokoi Jun Suzuki Kentaro Inui TDI 27 15 0 08 Dec 2020
Forecasting: theory and practice F. Petropoulos D. Apiletti Vassilios Assimakopoulos M. Z. Babai Devon K. Barrow ... J. Arenas Xiaoqian Wang R. L. Winkler Alisa Yusupova F. Ziel AI4TS 28 363 0 04 Dec 2020