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
Enhancing Accuracy in Deep Learning Using Random Matrix Theory Leonid Berlyand Etienne Sandier Yitzchak Shmalo Lei Zhang AAML 86 0 0 04 Oct 2023
A Grammatical Compositional Model for Video Action Detection Zhijun Zhang Xu Zou Jiahuan Zhou Sheng Zhong Ying Wu 112 0 0 04 Oct 2023
Asynchronous Graph Generator Christopher P. Ley Felipe Tobar AI4TS 175 0 0 29 Sep 2023
A Spectral Approach for Learning Spatiotemporal Neural Differential Equations Mingtao Xia Xiangting Li Qijing Shen Tom Chou 43 0 0 28 Sep 2023
An Intelligent Approach to Detecting Novel Fault Classes for Centrifugal Pumps Based on Deep CNNs and Unsupervised Methods Mahdi Abdollah Chalaki Daniyal Maroufi M. Robati Mohammad Javad Karimi A. Sadighi 24 2 0 22 Sep 2023
Orbital AI-based Autonomous Refuelling Solution Duarte Rondao Lei He Nabil Aouf 49 0 0 20 Sep 2023
A Comprehensive Analysis of the Role of Artificial Intelligence and Machine Learning in Modern Digital Forensics and Incident Response Dipo Dunsin M. C. Ghanem Karim Ouazzane Vassil T. Vassilev 40 50 0 13 Sep 2023
Dropout Attacks Andrew Yuan Alina Oprea Cheng Tan 55 0 0 04 Sep 2023
Towards Code Watermarking with Dual-Channel Transformations Borui Yang Wei Li Liyao Xiang Yue Liu 71 10 0 02 Sep 2023
Language-Conditioned Change-point Detection to Identify Sub-Tasks in Robotics Domains Divyanshu Raj Chitta Baral N. Gopalan 128 1 0 01 Sep 2023
Decoupled Local Aggregation for Point Cloud Learning Binjie Chen Yunzhou Xia Yu Zang Cheng-Yu Wang Jonathan Li 3DPC 79 10 0 31 Aug 2023
XVir: A Transformer-Based Architecture for Identifying Viral Reads from Cancer Samples Shorya Consul J. Robertson H. Vikalo MedIm 39 1 0 28 Aug 2023
Improving Video Violence Recognition with Human Interaction Learning on 3D Skeleton Point Clouds Yukun Su Guosheng Lin Qingyao Wu 3DH 3DPC 46 3 0 26 Aug 2023
ReFit: Recurrent Fitting Network for 3D Human Recovery Yufu Wang Kostas Daniilidis 3DH 63 29 0 22 Aug 2023
PDL: Regularizing Multiple Instance Learning with Progressive Dropout Layers Wenjie Zhu Peijie Qiu Xiwen Chen Oana Dumitrascu Yalin Wang 74 7 0 19 Aug 2023
Event-Guided Procedure Planning from Instructional Videos with Text Supervision Ante Wang Kun-Li Channing Lin Jiachen Du Jingke Meng Wei-Shi Zheng 67 16 0 17 Aug 2023
Memory-and-Anticipation Transformer for Online Action Understanding Jiahao Wang Guo Chen Yifei Huang Liming Wang Tong Lu OffRL 137 43 0 15 Aug 2023
Defensive Perception: Estimation and Monitoring of Neural Network Performance under Deployment Hendrik Vogt Stefan A. Buehler Mark Schutera 25 0 0 11 Aug 2023
Temporally-Adaptive Models for Efficient Video Understanding Ziyuan Huang Shiwei Zhang Liang Pan Zhiwu Qing Yingya Zhang Ziwei Liu Marcelo H. Ang 78 10 0 10 Aug 2023
Performance Analysis of Transformer Based Models (BERT, ALBERT and RoBERTa) in Fake News Detection Shafna Fitria Nur Azizah Hasan Dwi Cahyono S. W. Sihwi Wisnu Widiarto 24 13 0 09 Aug 2023
Towards Top-Down Stereo Image Quality Assessment via Stereo Attention Huilin Zhang Sumei Li Haoxiang Chang Peiming Lin 107 1 0 08 Aug 2023
Towards the Development of an Uncertainty Quantification Protocol for the Natural Gas Industry Babajide Kolade 24 0 0 05 Aug 2023
Weakly supervised learning for pattern classification in serial femtosecond crystallography Jianan Xie Ji Liu Chi Zhang Xihui Chen Ping Huai Jie Zheng Xiaofeng Zhang 15 1 0 30 Jul 2023
A signal processing interpretation of noise-reduction convolutional neural networks Luis A. Zavala-Mondragón Peter H. N. de With Fons van der Sommen 45 0 0 25 Jul 2023
LatentAugment: Data Augmentation via Guided Manipulation of GAN's Latent Space L. Tronchin Minh H. Vu Paolo Soda Tommy Löfstedt 57 2 0 21 Jul 2023
Communication-Efficient Split Learning via Adaptive Feature-Wise Compression Yong-Nam Oh Jaeho Lee Christopher G. Brinton Yo-Seb Jeon MQ 102 8 0 20 Jul 2023
PreDiff: Precipitation Nowcasting with Latent Diffusion Models Zhihan Gao Xingjian Shi Boran Han Hongya Wang Xiaoyong Jin Danielle C. Maddix Yi Zhu Mu Li Bernie Wang BDL DiffM 99 64 0 19 Jul 2023
Watch out Venomous Snake Species: A Solution to SnakeCLEF2023 Feiran Hu Peng Wang Yangyang Li Chenlong Duan Zijian Zhu Fei Wang Faen Zhang Yong Li Xiu-Shen Wei 57 6 0 19 Jul 2023
A Cryogenic Memristive Neural Decoder for Fault-tolerant Quantum Error Correction Frédéric Marcotte Pierre-Antoine Mouny Victor Yon Gebremedhin A. Dagnew B. Kulchytskyy Sophie Rochette Y. Beilliard Dominique Drouin Pooya Ronagh 44 5 0 18 Jul 2023
Revisiting Implicit Models: Sparsity Trade-offs Capability in Weight-tied Model for Vision Tasks Haobo Song Soumajit Majumder Tao R. Lin VLM 86 0 0 16 Jul 2023
BehaveFormer: A Framework with Spatio-Temporal Dual Attention Transformers for IMU enhanced Keystroke Dynamics Dilshan Senerath Sanuja Tharinda M. Vishwajith Sanka Rasnayaka Sandareka Wickramanayake D. Meedeniya 61 10 0 03 Jul 2023
Systematic Investigation of Sparse Perturbed Sharpness-Aware Minimization Optimizer Peng Mi Li Shen Tianhe Ren Yiyi Zhou Tianshuo Xu Xiaoshuai Sun Tongliang Liu Rongrong Ji Dacheng Tao AAML 63 2 0 30 Jun 2023
Maintaining Plasticity in Deep Continual Learning Shibhansh Dohare J. F. Hernandez-Garcia Parash Rahman A. Rupam Mahmood Richard S. Sutton KELM CLL 91 29 0 23 Jun 2023
Variance-Covariance Regularization Improves Representation Learning Jiachen Zhu Katrina Evtimova Yubei Chen Ravid Shwartz-Ziv Yann LeCun SSL 86 7 0 23 Jun 2023
Prediction of Deep Ice Layer Thickness Using Adaptive Recurrent Graph Neural Networks Benjamin Zalatan Maryam Rahnemoonfar AI4CE 56 7 0 22 Jun 2023
Prediction of Annual Snow Accumulation Using a Recurrent Graph Convolutional Approach Benjamin Zalatan Maryam Rahnemoonfar 24 8 0 22 Jun 2023
Exploring the Landscape of Ubiquitous In-home Health Monitoring: A Comprehensive Survey Farhad Pourpanah Ali Etemad 100 5 0 22 Jun 2023
sEMG-based Hand Gesture Recognition with Deep Learning Marcello Zanghieri 41 5 0 19 Jun 2023
Optimized Three Deep Learning Models Based-PSO Hyperparameters for Beijing PM2.5 Prediction Andri Pranolo Yingchi Mao A. Wibawa Agung Bella Putra Utama F. Dwiyanto 36 12 0 10 Jun 2023
Hidden Classification Layers: Enhancing linear separability between classes in neural networks layers Andrea Apicella Francesco Isgrò R. Prevete 99 0 0 09 Jun 2023
XAI Renaissance: Redefining Interpretability in Medical Diagnostic Models Sujith K Mandala 48 0 0 02 Jun 2023
nnMobileNet: Rethinking CNN for Retinopathy Research Wenhui Zhu Peijie Qiu Xiwen Chen Xin Li Natasha Lepore Oana Dumitrascu Yalin Wang 78 8 0 02 Jun 2023
Power Control with QoS Guarantees: A Differentiable Projection-based Unsupervised Learning Framework Mehrazin Alizadeh Hina Tabassum 26 11 0 31 May 2023
MSMix:An Interpolation-Based Text Data Augmentation Method Manifold Swap Mixup Mao Ye Haitao Wang Zheqian Chen 60 1 0 31 May 2023
Intriguing Properties of Quantization at Scale Arash Ahmadian Saurabh Dash Hongyu Chen Bharat Venkitesh Stephen Gou Phil Blunsom Ahmet Üstün Sara Hooker MQ 121 38 0 30 May 2023
Plug-and-Play Knowledge Injection for Pre-trained Language Models Zhengyan Zhang Zhiyuan Zeng Yankai Lin Huadong Wang Deming Ye ... Xu Han Zhiyuan Liu Peng Li Maosong Sun Jie Zhou KELM 94 12 0 28 May 2023
Exploring Weight Balancing on Long-Tailed Recognition Problem Naoya Hasegawa Issei Sato 127 7 0 26 May 2023
Dropout Drops Double Descent Tianbao Yang J. Suzuki 49 1 0 25 May 2023
Exploiting Noise as a Resource for Computation and Learning in Spiking Neural Networks Gehua (Marcus) Ma Rui Yan Huajin Tang 145 22 0 25 May 2023
Stochastic Modified Equations and Dynamics of Dropout Algorithm Zhongwang Zhang Yuqing Li Yaoyu Zhang Z. Xu 48 9 0 25 May 2023