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"

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Title
MHAttnSurv: Multi-Head Attention for Survival Prediction Using Whole-Slide Pathology Images Shuai Jiang A. Suriawinata Saeed Hassanpour 51 30 0 22 Oct 2021
Self-Supervision and Spatial-Sequential Attention Based Loss for Multi-Person Pose Estimation Haiyang Liu Dingli Luo Songlin Du T. Ikenaga 3DH 67 0 0 20 Oct 2021
Multi-concept adversarial attacks Vibha Belavadi Yan Zhou Murat Kantarcioglu B. Thuraisingham AAML 83 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 95 84 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 140 49 0 12 Oct 2021
Disturbing Target Values for Neural Network Regularization Yongho Kim Hanna Lukashonak Paweena Tarepakdee Klavdia Zavalich Mofassir ul Islam Arif 31 0 0 11 Oct 2021
MoEfication: Transformer Feed-forward Layers are Mixtures of Experts Zhengyan Zhang Yankai Lin Zhiyuan Liu Peng Li Maosong Sun Jie Zhou MoE 102 129 0 05 Oct 2021
Evaluating Deep Learning Models and Adversarial Attacks on Accelerometer-Based Gesture Authentication Elliu Huang Fabio Di Troia Mark Stamp AAML 23 5 0 03 Oct 2021
Optimizing Neural Network for Computer Vision task in Edge Device S. RanjithM S. Parameshwara A. PavanYadav Shriganesh Hegde 35 1 0 02 Oct 2021
Reconstruction for Powerful Graph Representations Leonardo Cotta Christopher Morris Bruno Ribeiro AI4CE 206 79 0 01 Oct 2021
DualNet: Continual Learning, Fast and Slow Quang Pham Chenghao Liu Guosheng Lin CLL 142 45 0 01 Oct 2021
Turning old models fashion again: Recycling classical CNN networks using the Lattice Transformation Ana Paula G. S. de Almeida Flávio de Barros Vidal 27 0 0 28 Sep 2021
Active Learning for Argument Mining: A Practical Approach Nikolai Solmsdorf Dietrich Trautmann Hinrich Schütze HAI 30 1 0 28 Sep 2021
Jointly Modeling Aspect and Polarity for Aspect-based Sentiment Analysis in Persian Reviews Milad Vazan J. Razmara 62 12 0 16 Sep 2021
Patch-based Medical Image Segmentation using Matrix Product State Tensor Networks Raghavendra Selvan Erik Dam Soren Alexander Flensborg Jens Petersen MedIm 98 2 0 15 Sep 2021
A framework for benchmarking uncertainty in deep regression F. Schmähling Jörg Martin Clemens Elster UQCV 60 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 47 0 0 10 Sep 2021
Towards Transferable Adversarial Attacks on Vision Transformers Zhipeng Wei Jingjing Chen Micah Goldblum Zuxuan Wu Tom Goldstein Yu-Gang Jiang ViT AAML 100 124 0 09 Sep 2021
Training Deep Networks from Zero to Hero: avoiding pitfalls and going beyond M. Ponti Fernando Pereira dos Santos Leo Sampaio Ferraz Ribeiro G. B. Cavallari 56 16 0 06 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 24 45 0 02 Sep 2021
Learning Energy-Based Approximate Inference Networks for Structured Applications in NLP Lifu Tu BDL 57 0 0 27 Aug 2021
The Surprising Effectiveness of Visual Odometry Techniques for Embodied PointGoal Navigation Xiaoming Zhao Harsh Agrawal Dhruv Batra Alex Schwing 103 42 0 26 Aug 2021
Out-of-Distribution Example Detection in Deep Neural Networks using Distance to Modelled Embedding Rickard Sjögren J. Trygg OODD 20 1 0 24 Aug 2021
ChiNet: Deep Recurrent Convolutional Learning for Multimodal Spacecraft Pose Estimation Duarte Rondao Nabil Aouf M.A. Richardson 3DPC 80 13 0 23 Aug 2021
RRLFSOR: An Efficient Self-Supervised Learning Strategy of Graph Convolutional Networks Feng Sun Ajith Kumar Guanci Yang Qikui Zhu Yiyun Zhang Ansi Zhang Dhruv Makwana SSL GNN 112 0 0 17 Aug 2021
Investigating the Relationship Between Dropout Regularization and Model Complexity in Neural Networks Christopher Sun J. Sharma Milind Maiti 17 4 0 14 Aug 2021
Relation-aware Compositional Zero-shot Learning for Attribute-Object Pair Recognition Ziwei Xu Guangzhi Wang Yongkang Wong Mohan S. Kankanhalli 81 27 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 103 22 0 09 Aug 2021
Rapid Elastic Architecture Search under Specialized Classes and Resource Constraints Jing Liu Bohan Zhuang Mingkui Tan Xu Liu Dinh Q. Phung Yuanqing Li Jianfei Cai 57 0 0 03 Aug 2021
Towards Controlled and Diverse Generation of Article Comments Linhao Zhang Houfeng Wang 22 1 0 25 Jul 2021
Learn to Focus: Hierarchical Dynamic Copy Network for Dialogue State Tracking Linhao Zhang Houfeng Wang 55 0 0 25 Jul 2021
A Joint and Domain-Adaptive Approach to Spoken Language Understanding Linhao Zhang Yu Shi Linjun Shou Ming Gong Houfeng Wang Michael Zeng VLM 78 2 0 25 Jul 2021
Selective Pseudo-label Clustering Louis Mahon Thomas Lukasiewicz 57 15 0 22 Jul 2021
Towards Lower-Dose PET using Physics-Based Uncertainty-Aware Multimodal Learning with Robustness to Out-of-Distribution Data Viswanath P. Sudarshan Uddeshya Upadhyay Gary F. Egan Zhaolin Chen Suyash P. Awate OOD MedIm 78 40 0 21 Jul 2021
QVHighlights: Detecting Moments and Highlights in Videos via Natural Language Queries Jie Lei Tamara L. Berg Joey Tianyi Zhou ViT 73 67 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 62 6 0 16 Jul 2021
Semi-supervised Learning for Marked Temporal Point Processes Shivshankar Reddy A. Chauhan Maneet Singh Karamjit Singh AI4TS 30 1 0 16 Jul 2021
Dropout Regularization for Self-Supervised Learning of Transformer Encoder Speech Representation Jian Luo Jianzong Wang Ning Cheng Jing Xiao SSL 66 6 0 09 Jul 2021
Deep Network Approximation: Achieving Arbitrary Accuracy with Fixed Number of Neurons Zuowei Shen Haizhao Yang Shijun Zhang 169 38 0 06 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 49 0 0 05 Jul 2021
Generalization by design: Shortcuts to Generalization in Deep Learning P. Táborský Lars Kai Hansen OOD AI4CE 20 0 0 05 Jul 2021
Classical Planning in Deep Latent Space Masataro Asai Hiroshi Kajino A. Fukunaga Christian Muise VLM 82 19 0 30 Jun 2021
An Uncertainty Estimation Framework for Probabilistic Object Detection Zongyao Lyu Nolan B. Gutierrez William J. Beksi UQCV 50 2 0 28 Jun 2021
R-Drop: Regularized Dropout for Neural Networks Xiaobo Liang Lijun Wu Juntao Li Yue Wang Qi Meng Tao Qin Wei Chen Hao Fei Tie-Yan Liu 90 438 0 28 Jun 2021
Structured in Space, Randomized in Time: Leveraging Dropout in RNNs for Efficient Training Anup Sarma Sonali Singh Huaipan Jiang Rui Zhang M. Kandemir Chita R. Das 26 1 0 22 Jun 2021
Randomness In Neural Network Training: Characterizing The Impact of Tooling Donglin Zhuang Xingyao Zhang Shuaiwen Leon Song Sara Hooker 85 78 0 22 Jun 2021
Towards Optimally Weighted Physics-Informed Neural Networks in Ocean Modelling T. Wolff Hugo Carrillo Lincopi Luis Martí Nayat Sánchez-Pi PINN AI4CE 74 13 0 16 Jun 2021
Distilling Self-Knowledge From Contrastive Links to Classify Graph Nodes Without Passing Messages Yi Luo Aiguo Chen Ke Yan Ling Tian 70 15 0 16 Jun 2021
CODA: Constructivism Learning for Instance-Dependent Dropout Architecture Construction Xiaoli Li 16 0 0 15 Jun 2021
A Syntax-Guided Edit Decoder for Neural Program Repair Qihao Zhu Zeyu Sun Yuan-an Xiao Wenjie Zhang Kang Yuan Y. Xiong Lu Zhang KELM 119 227 0 15 Jun 2021