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
SLCNN: Sentence-Level Convolutional Neural Network for Text Classification A. Jarrahi Ramin Mousa Leila Safari AILaw 77 2 0 27 Jan 2023
Expected Gradients of Maxout Networks and Consequences to Parameter Initialization Hanna Tseran Guido Montúfar ODL 56 0 0 17 Jan 2023
Masked Vector Quantization David D. Nguyen David Leibowitz Surya Nepal S. Kanhere MQ 47 0 0 16 Jan 2023
BayesSpeech: A Bayesian Transformer Network for Automatic Speech Recognition Will Rieger BDL UQCV 41 0 0 16 Jan 2023
Computability of Optimizers Yunseok Lee Holger Boche Gitta Kutyniok 51 17 0 15 Jan 2023
Cross-Model Comparative Loss for Enhancing Neuronal Utility in Language Understanding Yunchang Zhu Liang Pang Kangxi Wu Yanyan Lan Huawei Shen Xueqi Cheng AAML ELM 48 2 0 10 Jan 2023
Artificial Intelligence Model for Tumoral Clinical Decision Support Systems Guillermo Iglesias Edgar Talavera J. Troya Alberto Díaz-Álvarez Miguel García-Remesal 31 2 0 09 Jan 2023
WLD-Reg: A Data-dependent Within-layer Diversity Regularizer Firas Laakom Jenni Raitoharju Alexandros Iosifidis Moncef Gabbouj AI4CE 58 7 0 03 Jan 2023
Detecting Information Relays in Deep Neural Networks A. Hintze C. Adami 54 4 0 03 Jan 2023
Deep set conditioned latent representations for action recognition Akash Singh Tom De Schepper Kevin Mets P. Hellinckx José Oramas Steven Latré BDL 58 2 0 21 Dec 2022
Scene Change Detection Using Multiscale Cascade Residual Convolutional Neural Networks D. F. S. Santos R. G. Pires Danilo Colombo João Paulo Papa 30 3 0 20 Dec 2022
Multi-head Uncertainty Inference for Adversarial Attack Detection Yuqi Yang Songyun Yang Jiyang Xie. Zhongwei Si Kai Guo Kecheng Zhang Kongming Liang AAML 24 2 0 20 Dec 2022
Deep Negative Correlation Classification Le Zhang Qibin Hou Yun-Hai Liu Jiawang Bian Xun Xu Qiufeng Wang Ce Zhu 55 1 0 14 Dec 2022
Masked Video Distillation: Rethinking Masked Feature Modeling for Self-supervised Video Representation Learning Rui Wang Dongdong Chen Zuxuan Wu Yinpeng Chen Xiyang Dai Mengchen Liu Lu Yuan Yu-Gang Jiang VGen 124 94 0 08 Dec 2022
PromptonomyViT: Multi-Task Prompt Learning Improves Video Transformers using Synthetic Scene Data Roei Herzig Ofir Abramovich Elad Ben-Avraham Assaf Arbelle Leonid Karlinsky Ariel Shamir Trevor Darrell Amir Globerson 138 18 0 08 Dec 2022
Leveraging Angular Information Between Feature and Classifier for Long-tailed Learning: A Prediction Reformulation Approach Haoxu Wang Junchi Yan 60 1 0 03 Dec 2022
CL4CTR: A Contrastive Learning Framework for CTR Prediction Fang Wang Yingxu Wang Dongsheng Li Hansu Gu Tun Lu Peng Zhang Ning Gu SSL 54 47 0 01 Dec 2022
Easy Begun is Half Done: Spatial-Temporal Graph Modeling with ST-Curriculum Dropout Hongjun Wang Jiyuan Chen Tongbo Pan Z. Fan Boyuan Zhang Renhe Jiang Lingyu Zhang Yi Xie Zhongyin Wang Xuan Song GNN 79 9 0 28 Nov 2022
N-Gram in Swin Transformers for Efficient Lightweight Image Super-Resolution Haram Choi Jeong-Sik Lee Jihoon Yang ViT 77 82 0 21 Nov 2022
Feature Weaken: Vicinal Data Augmentation for Classification Songhao Jiang Yan Chu Tian-Hui Ma Tianning Zang 58 0 0 20 Nov 2022
Convolutional neural networks for medical image segmentation J. Bertels D. Robben Robin Lemmens Dirk Vandermeulen SSeg 17 3 0 17 Nov 2022
Improving ECG-based COVID-19 diagnosis and mortality predictions using pre-pandemic medical records at population-scale Weijie Sun Sunil Vasu Kalmady N. Sepehrvand L. Chu Zihan Wang Amir Salimi Abram Hindle Russ Greiner Padma Kaul 51 5 0 14 Nov 2022
Circling Back to Recurrent Models of Language Gábor Melis 87 0 0 03 Nov 2022
Visually Adversarial Attacks and Defenses in the Physical World: A Survey Xingxing Wei Bangzheng Pu Jiefan Lu Baoyuan Wu AAML 148 11 0 03 Nov 2022
MPCFormer: fast, performant and private Transformer inference with MPC Dacheng Li Rulin Shao Hongyi Wang Han Guo Eric P. Xing Haotong Zhang 89 87 0 02 Nov 2022
Learning to Configure Computer Networks with Neural Algorithmic Reasoning Luca Beurer-Kellner Martin Vechev Laurent Vanbever Petar Velickovic 38 19 0 26 Oct 2022
Moment Estimation for Nonparametric Mixture Models Through Implicit Tensor Decomposition Yifan Zhang Joe Kileel 68 3 0 25 Oct 2022
GFlowOut: Dropout with Generative Flow Networks Dianbo Liu Moksh Jain Bonaventure F. P. Dossou Qianli Shen Salem Lahlou ... Dinghuai Zhang N. Hassen Xu Ji Kenji Kawaguchi Yoshua Bengio UQCV BDL OOD 109 22 0 24 Oct 2022
DNN-ForwardTesting: A New Trading Strategy Validation using Statistical Timeseries Analysis and Deep Neural Networks Ivan Letteri G. D. Penna Giovanni De Gasperis Abeer Dyoub AIFin 35 5 0 20 Oct 2022
Predicting Winning Regions in Parity Games via Graph Neural Networks (Extended Abstract) Tobias Hecking Swathy Muthukrishnan Alexander Weinert 64 0 0 18 Oct 2022
Uncertainty estimation for out-of-distribution detection in computational histopathology Lea Goetz OOD 66 0 0 18 Oct 2022
Nish: A Novel Negative Stimulated Hybrid Activation Function Yildiray Anagün Ş. Işık 65 2 0 17 Oct 2022
DyLoRA: Parameter Efficient Tuning of Pre-trained Models using Dynamic Search-Free Low-Rank Adaptation Mojtaba Valipour Mehdi Rezagholizadeh I. Kobyzev A. Ghodsi 146 184 0 14 Oct 2022
Make Sharpness-Aware Minimization Stronger: A Sparsified Perturbation Approach Peng Mi Li Shen Tianhe Ren Yiyi Zhou Xiaoshuai Sun Rongrong Ji Dacheng Tao AAML 119 71 0 11 Oct 2022
xDBTagger: Explainable Natural Language Interface to Databases Using Keyword Mappings and Schema Graph Arif Usta Akifhan Karakayali Özgür Ulusoy 56 3 0 07 Oct 2022
Synergistic information supports modality integration and flexible learning in neural networks solving multiple tasks A. Proca F. Rosas A. Luppi D. Bor Matthew Crosby P. Mediano 96 24 0 06 Oct 2022
A systematic review of the use of Deep Learning in Satellite Imagery for Agriculture Brandon Victor Zhen He Aiden Nibali 124 9 0 03 Oct 2022
Learning Robust Kernel Ensembles with Kernel Average Pooling P. Bashivan Adam Ibrahim Amirozhan Dehghani Yifei Ren OOD 79 5 0 30 Sep 2022
Modeling cognitive load as a self-supervised brain rate with electroencephalography and deep learning Luca Longo 40 16 0 21 Sep 2022
Frequency Dropout: Feature-Level Regularization via Randomized Filtering Mobarakol Islam Ben Glocker OOD 79 6 0 20 Sep 2022
Domain Adversarial Training on Conditional Variational Auto-Encoder for Controllable Music Generation Jingwei Zhao Gus Xia Ye Wang DRL 61 6 0 15 Sep 2022
Automatic Comment Generation via Multi-Pass Deliberation Fangwen Mu Xiao Chen Lin Shi Song Wang Qing Wang 78 13 0 14 Sep 2022
SUN: Exploring Intrinsic Uncertainties in Text-to-SQL Parsers Bowen Qin Lihan Wang Binyuan Hui Bowen Li Xiangpeng Wei Binhua Li Fei Huang Luo Si Min Yang Yongbin Li 92 9 0 14 Sep 2022
SkIn: Skimming-Intensive Long-Text Classification Using BERT for Medical Corpus Yufeng Zhao Haiying Che VLM 58 0 0 13 Sep 2022
Generalization in Neural Networks: A Broad Survey Chris Rohlfs OOD AI4CE 67 7 0 04 Sep 2022
Latent Preserving Generative Adversarial Network for Imbalance classification T. Dam Md Meftahul Ferdaus Mahardhika Pratama S. Anavatti Senthilnath Jayavelu H. Abbass 77 6 0 04 Sep 2022
Rethinking Efficiency and Redundancy in Training Large-scale Graphs Xin Liu Xunbin Xiong Yurui Lai Runzhen Xue Shirui Pan Xiaochun Ye Xiaochun Ye 87 1 0 02 Sep 2022
PSSAT: A Perturbed Semantic Structure Awareness Transferring Method for Perturbation-Robust Slot Filling Guanting Dong Daichi Guo Liwen Wang Xuefeng Li Zechen Wang ... Hao Lei Xinyue Cui Yi Huang Junlan Feng Weiran Xu 70 12 0 24 Aug 2022
Lifted Bregman Training of Neural Networks Xiaoyu Wang Martin Benning 42 6 0 18 Aug 2022
Dropout is NOT All You Need to Prevent Gradient Leakage Daniel Scheliga Patrick Mäder M. Seeland FedML 69 14 0 12 Aug 2022