Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling

11 December 2014

Papers citing "Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling"

50 / 87 papers shown

Title
TimeCF: A TimeMixer-Based Model with adaptive Convolution and Sharpness-Aware Minimization Frequency Domain Loss for long-term time seris forecasting Bin Wang Heming Yang Jinfang Sheng AI4TS 65 0 0 23 May 2025
Causal Spatio-Temporal Prediction: An Effective and Efficient Multi-Modal Approach Yuting Huang Ziquan Fang Zhihao Zeng Lu Chen Yunjun Gao 75 0 0 23 May 2025
CATS: Clustering-Aggregated and Time Series for Business Customer Purchase Intention Prediction Yingjie Kuang Tianchen Zhang Zhen-Wei Huang Zhongjie Zeng Zhe-Yuan Li Ling Huang Yuefang Gao AI4TS 54 0 0 19 May 2025
Systematic Generalization in Language Models Scales with Information Entropy Sondre Wold Lucas Georges Gabriel Charpentier Étienne Simon 98 0 0 19 May 2025
Adaptive Wiping: Adaptive contact-rich manipulation through few-shot imitation learning with Force-Torque feedback and pre-trained object representations Chikaha Tsuji Enrique Coronado Pablo Osorio G. Venture 72 0 0 09 May 2025
Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Yiming Niu Jinliang Deng Lulu Zhang Zimu Zhou Yongxin Tong AI4TS 78 0 0 09 May 2025
Joint Resource Management for Energy-efficient UAV-assisted SWIPT-MEC: A Deep Reinforcement Learning Approach Yue Chen Hui Kang Jiahui Li Geng Sun Boxiong Wang Jiacheng Wang Cong Liang Shuang Liang Dusit Niyato 107 0 0 06 May 2025
Intelligently Augmented Contrastive Tensor Factorization: Empowering Multi-dimensional Time Series Classification in Low-Data Environments Anushiya Arunan Yan Qin Xiaoli Li Yuen Chau AI4TS 86 0 0 03 May 2025
An Open-Source and Reproducible Implementation of LSTM and GRU Networks for Time Series Forecasting Gissel Velarde Pedro Branez Alejandro Bueno Rodrigo Heredia Mateo Lopez-Ledezma AI4TS AIFin 103 6 0 25 Apr 2025
SMARTe: Slot-based Method for Accountable Relational Triple extraction Xue Wen Tan Stanley Kok 79 0 0 17 Apr 2025
MM-STFlowNet: A Transportation Hub-Oriented Multi-Mode Passenger Flow Prediction Method via Spatial-Temporal Dynamic Graph Modeling Ronghui Zhang Wenbin Xing Mengran Li Zihan Wang Junzhou Chen Xiaolei Ma Zhiyuan Liu Zhengbing He AI4TS 78 1 0 08 Apr 2025
Artificial Intelligence and Deep Learning Algorithms for Epigenetic Sequence Analysis: A Review for Epigeneticists and AI Experts Muhammad Tahir Mahboobeh Norouzi Shehroz S. Khan James Davie Soichiro Yamanaka A. Ashraf 77 1 0 01 Apr 2025
Reducing Smoothness with Expressive Memory Enhanced Hierarchical Graph Neural Networks Thomas Bailie Yun Sing Koh S. Karthik Mukkavilli V. Vetrova AI4TS 129 0 0 01 Apr 2025
Evaluation of (Un-)Supervised Machine Learning Methods for GNSS Interference Classification with Real-World Data Discrepancies Lucas Heublein Nisha Lakshmana Raichur Tobias Feigl Tobias Brieger Fin Heuer Lennart Asbach A. Rügamer Felix Ott 111 7 0 31 Mar 2025
Speculative End-Turn Detector for Efficient Speech Chatbot Assistant Hyunjong Ok Suho Yoo Jaeho Lee 75 0 0 30 Mar 2025
Shape Modeling of Longitudinal Medical Images: From Diffeomorphic Metric Mapping to Deep Learning Edwin Tay Nazli Tümer Amir A. Zadpoor MedIm 133 0 0 27 Mar 2025
TRACE: Time SeRies PArameter EffiCient FinE-tuning Yuze Li Wei Zhu AI4TS 133 1 0 21 Mar 2025
Masked Sensory-Temporal Attention for Sensor Generalization in Quadruped Locomotion Dikai Liu Tianwei Zhang Jianxiong Yin Simon See 144 1 0 13 Mar 2025
Synchronize Dual Hands for Physics-Based Dexterous Guitar Playing Pei Xu Ruocheng Wang 107 2 0 20 Feb 2025
Task Aware Dreamer for Task Generalization in Reinforcement Learning Chengyang Ying Zhongkai Hao Xinning Zhou Hang Su Songming Liu Dong Yan Jun Zhu 135 3 0 17 Feb 2025
Improving Similar Case Retrieval Ranking Performance By Revisiting RankSVM Yuqi Liu Yan Zheng AILaw 111 0 0 16 Feb 2025
REGNav: Room Expert Guided Image-Goal Navigation Pengna Li Kangyi Wu Jingwen Fu Sanping Zhou 102 0 0 15 Feb 2025
Hybrid Deep Learning Model for Multiple Cache Side Channel Attacks Detection: A Comparative Analysis Tejal Joshi Aarya Kawalay Anvi Jamkhande Amit Joshi AAML 133 0 0 28 Jan 2025
Cross-modal Context Fusion and Adaptive Graph Convolutional Network for Multimodal Conversational Emotion Recognition Junwei Feng Xueyan Fan 400 1 0 28 Jan 2025
DepressionX: Knowledge Infused Residual Attention for Explainable Depression Severity Assessment Yusif Ibrahimov Tarique Anwar Tommy Yuan 95 0 0 28 Jan 2025
PhotoGAN: Generative Adversarial Neural Network Acceleration with Silicon Photonics Tharini Suresh S. Afifi S. Pasricha GNN 68 0 0 23 Jan 2025
AIMA at SemEval-2024 Task 10: History-Based Emotion Recognition in Hindi-English Code-Mixed Conversations Mohammad Mahdi Abootorabi Nona Ghazizadeh Seyed Arshan Dalili Alireza Ghahramani Kure Mahshid Dehghani Ehsaneddin Asgari 99 2 0 19 Jan 2025
Activity-aware Human Mobility Prediction with Hierarchical Graph Attention Recurrent Network Yihong Tang Junlin He Zhan Zhao HAI 98 6 0 03 Jan 2025
Towards Visual Grounding: A Survey Linhui Xiao Xiaoshan Yang X. Lan Yaowei Wang Changsheng Xu ObjD 127 4 0 31 Dec 2024
Time Series Forecasting with LLMs: Understanding and Enhancing Model Capabilities Mingyu Jin Hua Tang Chong Zhang Qinkai Yu Chengzhi Liu Suiyuan Zhu Yongfeng Zhang Jundong Li AI4TS 155 30 0 31 Dec 2024
autrainer: A Modular and Extensible Deep Learning Toolkit for Computer Audition Tasks Simon Rampp Andreas Triantafyllopoulos M. Milling Björn Schuller 156 0 0 16 Dec 2024
ViBe: A Text-to-Video Benchmark for Evaluating Hallucination in Large Multimodal Models Vipula Rawte Sarthak Jain Aarush Sinha Garv Kaushik Aman Bansal ... Aishwarya N. Reganti Vinija Jain Aman Chadha A. Sheth A. Das VLM MLLM 111 1 0 16 Nov 2024
Efficient Bilinear Attention-based Fusion for Medical Visual Question Answering Zhilin Zhang Jie Wang Zhanghao Qin Ruiqi Zhu Xiaoliang Gong MedIm 103 0 0 28 Oct 2024
Think Carefully and Check Again! Meta-Generation Unlocking LLMs for Low-Resource Cross-Lingual Summarization Zhecheng Li Yijiao Wang Bryan Hooi Yujun Cai Naifan Cheung Nanyun Peng Kai-Wei Chang 89 1 0 26 Oct 2024
Mechanisms and Computational Design of Multi-Modal End-Effector with Force Sensing using Gated Networks Yusuke Tanaka Alvin Zhu Richard Lin Ankur M. Mehta Dennis W. Hong 100 1 0 23 Oct 2024
Cycloidal Quasi-Direct Drive Actuator Designs with Learning-based Torque Estimation for Legged Robotics Alvin Zhu Yusuke Tanaka Fadi Rafeedi Dennis W. Hong 76 1 0 22 Oct 2024
Transfer Learning with Foundational Models for Time Series Forecasting using Low-Rank Adaptations M. Germán-Morales A. J. Rivera-Rivas M. J. del Jesus Díaz C. J. Carmona AI4TS AI4CE 139 0 0 15 Oct 2024
Lambda-Skip Connections: the architectural component that prevents Rank Collapse Federico Arangath Joseph Jerome Sieber Melanie Zeilinger Carmen Amo Alonso 97 0 0 14 Oct 2024
Amortized Control of Continuous State Space Feynman-Kac Model for Irregular Time Series Byoungwoo Park Hyungi Lee Juho Lee AI4TS 88 0 0 08 Oct 2024
Automated Detection of Defects on Metal Surfaces using Vision Transformers Toqa Alaa Mostafa Kotb Arwa Zakaria Mariam Diab Walid Gomaa 73 3 0 06 Oct 2024
Reasoning-Enhanced Healthcare Predictions with Knowledge Graph Community Retrieval Pengcheng Jiang Cao Xiao Minhao Jiang Parminder Bhatia Taha A. Kass-Hout Jimeng Sun Jiawei Han RALM AI4MH 93 6 0 06 Oct 2024
EBES: Easy Benchmarking for Event Sequences Dmitry Osin Igor Udovichenko Viktor Moskvoretskii Egor Shvetsov Evgeny Burnaev 101 1 0 04 Oct 2024
Oscillatory State-Space Models T. Konstantin Rusch Daniela Rus AI4TS 282 6 0 04 Oct 2024
Unconditional stability of a recurrent neural circuit implementing divisive normalization Shivang Rawat David J. Heeger Stefano Martiniani 92 1 0 27 Sep 2024
Out of Length Text Recognition with Sub-String Matching Yongkun Du Zhineng Chen Caiyan Jia Xieping Gao Yu-Gang Jiang 128 2 0 17 Jul 2024
MUSE-Net: Missingness-aware mUlti-branching Self-attention Encoder for Irregular Longitudinal Electronic Health Records Zekai Wang Tieming Liu B. Yao 120 0 0 30 Jun 2024
UniZero: Generalized and Efficient Planning with Scalable Latent World Models Yuan Pu Yazhe Niu Jiyuan Ren Zhenjie Yang Hongsheng Li Yu Liu OffRL 105 2 0 15 Jun 2024
Talk2Radar: Bridging Natural Language with 4D mmWave Radar for 3D Referring Expression Comprehension Runwei Guan Ruixiao Zhang Ningwei Ouyang Jianan Liu Ka Lok Man ... Ming Xu Jeremy S. Smith Eng Gee Lim Yutao Yue Hui Xiong 106 9 0 21 May 2024
An Efficient Learning Control Framework With Sim-to-Real for String-Type Artificial Muscle-Driven Robotic Systems Jiyue Tao Yunsong Zhang Sunil Kumar Rajendran Feitian Zhang 76 0 0 17 May 2024
Spatial Context-based Self-Supervised Learning for Handwritten Text Recognition Carlos Peñarrubia Carlos Garrido-Munoz J. J. Valero-Mas Jorge Calvo-Zaragoza 93 1 0 17 Apr 2024