Recurrent Neural Network Regularization

8 September 2014

Papers citing "Recurrent Neural Network Regularization"

50 / 274 papers shown

Title
Preserving Seasonal and Trend Information: A Variational Autoencoder-Latent Space Arithmetic Based Approach for Non-stationary Learning Hassan Wasswa Aziida Nanyonga Timothy Lynar 21 1 0 26 Apr 2025
Symmetric Rank-One Quasi-Newton Methods for Deep Learning Using Cubic Regularization Aditya Ranganath Mukesh Singhal Roummel Marcia ODL 70 0 0 17 Feb 2025
Phase of Flight Classification in Aviation Safety using LSTM, GRU, and BiLSTM: A Case Study with ASN Dataset Aziida Nanyonga Hassan Wasswa Graham Wild 51 4 0 14 Jan 2025
HMIL: Hierarchical Multi-Instance Learning for Fine-Grained Whole Slide Image Classification C. Jin Luyang Luo Huangjing Lin Jun Hou Hao Chen 52 4 0 12 Nov 2024
Fusion Matrix Prompt Enhanced Self-Attention Spatial-Temporal Interactive Traffic Forecasting Framework Mu Liu MingChen Sun YingJi Li Ying Wang AI4TS 39 0 0 12 Oct 2024
Navigating the Landscape of Large Language Models: A Comprehensive Review and Analysis of Paradigms and Fine-Tuning Strategies Benjue Weng LM&MA 46 8 0 13 Apr 2024
Better Schedules for Low Precision Training of Deep Neural Networks Cameron R. Wolfe Anastasios Kyrillidis 47 1 0 04 Mar 2024
Exploring the Creation and Humanization of Digital Life: Consciousness Simulation and Human-Machine Interaction Qikang Zhang AI4CE 13 1 0 10 Oct 2023
Sparse Deep Learning for Time Series Data: Theory and Applications Mingxuan Zhang Y. Sun Faming Liang AI4TS OOD BDL 39 2 0 05 Oct 2023
Leveraging arbitrary mobile sensor trajectories with shallow recurrent decoder networks for full-state reconstruction Megan R. Ebers Jan P. Williams K. Steele J. Nathan Kutz HAI 21 9 0 20 Jul 2023
Obstacle-Transformer: A Trajectory Prediction Network Based on Surrounding Trajectories Wendong Zhang Qingjie Chai Quanqi Zhang Chengwei Wu 17 5 0 16 Apr 2023
HAT-GAE: Self-Supervised Graph Auto-encoders with Hierarchical Adaptive Masking and Trainable Corruption Chengyu Sun SSL 32 1 0 28 Jan 2023
Skeleton-based Action Recognition through Contrasting Two-Stream Spatial-Temporal Networks Chen Pang Xuequan Lu Lei Lyu 36 20 0 27 Jan 2023
Optimal Privacy Preserving for Federated Learning in Mobile Edge Computing Hai M. Nguyen N. Chu Diep N. Nguyen D. Hoang Van-Dinh Nguyen Minh Hoàng Hà E. Dutkiewicz Marwan Krunz FedML 27 1 0 14 Nov 2022
Graph Fuzzy System: Concepts, Models and Algorithms F. Hu Zhaohong Deng Zhenping Xie K. Choi Shitong Wang 29 1 0 30 Oct 2022
Exploring Predictive Uncertainty and Calibration in NLP: A Study on the Impact of Method & Data Scarcity Dennis Ulmer J. Frellsen Christian Hardmeier 195 22 0 20 Oct 2022
Single Image Super-Resolution Using Lightweight Networks Based on Swin Transformer Bolong Zhang Juan Chen Q. Wen ViT 41 1 0 20 Oct 2022
Myopia prediction for adolescents via time-aware deep learning Junjia Huang Weizhong Ma Rongri Li Na Zhao Tao Zhou 26 0 0 26 Sep 2022
An Overview of Violence Detection Techniques: Current Challenges and Future Directions N. Mumtaz N. Ejaz Shabana Habib Syed Muhammad Mohsin Prayag Tiwari Shahab S. Band Neeraj Kumar 42 28 0 21 Sep 2022
Graph Reasoning Transformer for Image Parsing Dong Zhang Jinhui Tang Kwang-Ting Cheng ViT 24 16 0 20 Sep 2022
Evaluating Temporal Patterns in Applied Infant Affect Recognition Allen Chang Lauren Klein Marcelo R. Rosales Weiyang Deng Beth A. Smith Maja J. Matarić 24 0 0 07 Sep 2022
Empirical Study of Overfitting in Deep FNN Prediction Models for Breast Cancer Metastasis Chuhan Xu Pablo Coen-Pirani Xia Jiang AI4CE 21 1 0 03 Aug 2022
Multi-features based Semantic Augmentation Networks for Named Entity Recognition in Threat Intelligence Peipei Liu Hong Li Zuoguang Wang Jie Liu Yimo Ren Hongsong Zhu 29 7 0 01 Jul 2022
1Cademy at Semeval-2022 Task 1: Investigating the Effectiveness of Multilingual, Multitask, and Language-Agnostic Tricks for the Reverse Dictionary Task Zhiyong Wang Ge Zhang Nineli Lashkarashvili 24 3 0 08 Jun 2022
Batch Normalization Is Blind to the First and Second Derivatives of the Loss Zhanpeng Zhou Wen Shen Huixin Chen Ling Tang Quanshi Zhang 34 2 0 30 May 2022
Attention Mechanism based Cognition-level Scene Understanding Xuejiao Tang Tai Le Quy LRM 30 0 0 17 Apr 2022
Research on Cross-media Science and Technology Information Data Retrieval Yang Jiang Zhe Xue Ang Li 19 1 0 11 Apr 2022
Deep transfer learning for system identification using long short-term memory neural networks K. Niu Mi Zhou C. Abdallah M. Hayajneh 13 5 0 06 Apr 2022
A Survey on Dropout Methods and Experimental Verification in Recommendation Yong Li Weizhi Ma C. L. Philip Chen Hao Fei Yiqun Liu Shaoping Ma Yue Yang 33 9 0 05 Apr 2022
Evolving Neural Selection with Adaptive Regularization Li Ding Lee Spector ODL 25 4 0 04 Apr 2022
Visualizing the Relationship Between Encoded Linguistic Information and Task Performance Jiannan Xiang Huayang Li Defu Lian Guoping Huang Taro Watanabe Lemao Liu 42 0 0 29 Mar 2022
Deep Q-network using reservoir computing with multi-layered readout Toshitaka Matsuki OffRL 26 2 0 03 Mar 2022
Multi-View Fusion Transformer for Sensor-Based Human Activity Recognition Yimu Wang Kun Yu Yan Wang Huiwen Xue HAI 13 2 0 16 Feb 2022
Deep Learning for Computational Cytology: A Survey Hao Jiang Yanning Zhou Yi-Mou Lin R. Chan Jiangshu Liu Hao Chen 21 75 0 10 Feb 2022
The Ecological Footprint of Neural Machine Translation Systems D. Shterionov Eva Vanmassenhove 40 3 0 04 Feb 2022
Fighting Money Laundering with Statistics and Machine Learning R. Jensen Alexandros Iosifidis 36 13 0 11 Jan 2022
Self-Supervised Dynamic Graph Representation Learning via Temporal Subgraph Contrast Linpu Jiang Ke-Jia Chen Jingqiang Chen SSL 29 10 0 16 Dec 2021
Learning Connectivity with Graph Convolutional Networks for Skeleton-based Action Recognition H. Sahbi GNN 38 27 0 06 Dec 2021
A Comparative Review of Recent Few-Shot Object Detection Algorithms Jiaxu Leng Taiyue Chen Gao Xinbo Yongtao Yu Ye Wang Feng Gao Wang Yue ObjD 19 15 0 30 Oct 2021
Urban Driver: Learning to Drive from Real-world Demonstrations Using Policy Gradients Oliver Scheel Luca Bergamini Maciej Wołczyk Bla.zej Osiñski Peter Ondruska 37 104 0 27 Sep 2021
Dropout's Dream Land: Generalization from Learned Simulators to Reality Zac Wellmer James T. Kwok SyDa 24 9 0 17 Sep 2021
Recent advances for quantum classifiers Weikang Li D. Deng AAML 39 84 0 30 Aug 2021
Trustworthy AI: A Computational Perspective Haochen Liu Yiqi Wang Wenqi Fan Xiaorui Liu Yaxin Li Shaili Jain Yunhao Liu Anil K. Jain Jiliang Tang FaML 104 196 0 12 Jul 2021
Representation and Correlation Enhanced Encoder-Decoder Framework for Scene Text Recognition Meng Cui Wei Wang Jinjin Zhang Liang Wang 3DV 21 12 0 13 Jun 2021
CAT: Cross Attention in Vision Transformer Hezheng Lin Xingyi Cheng Xiangyu Wu Fan Yang Dong Shen Zhongyuan Wang Qing Song Wei Yuan ViT 35 149 0 10 Jun 2021
Brittle AI, Causal Confusion, and Bad Mental Models: Challenges and Successes in the XAI Program Jeff Druce J. Niehaus Vanessa Moody David D. Jensen Michael L. Littman 15 15 0 10 Jun 2021
Investigating Alternatives to the Root Mean Square for Adaptive Gradient Methods Brett Daley Chris Amato ODL 24 0 0 10 Jun 2021
Spectral Pruning for Recurrent Neural Networks Takashi Furuya Kazuma Suetake K. Taniguchi Hiroyuki Kusumoto Ryuji Saiin Tomohiro Daimon 27 4 0 23 May 2021
Skeleton-based Hand-Gesture Recognition with Lightweight Graph Convolutional Networks H. Sahbi 3DH GNN 18 3 0 09 Apr 2021
Positive-Negative Momentum: Manipulating Stochastic Gradient Noise to Improve Generalization Zeke Xie Li-xin Yuan Zhanxing Zhu Masashi Sugiyama 27 29 0 31 Mar 2021