An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling

4 March 2018

J. Zico Kolter

Papers citing "An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling"

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Title
BioSerenity-E1: a self-supervised EEG model for medical applications Ruggero G. Bettinardi Mohamed Rahmouni Ulysse Gimenez 69 0 0 13 Mar 2025
dFLMoE: Decentralized Federated Learning via Mixture of Experts for Medical Data Analysis Luyuan Xie Tianyu Luan Wenyuan Cai Guochen Yan Z. Chen Nan Xi Yuejian Fang Qingni Shen Zhonghai Wu Junsong Yuan FedML 62 0 0 13 Mar 2025
LabelCoRank: Revolutionizing Long Tail Multi-Label Classification with Co-Occurrence Reranking Yan Yan Junyuan Liu Bo Zhang 34 0 0 11 Mar 2025
ReLATE: Resilient Learner Selection for Multivariate Time-Series Classification Against Adversarial Attacks Cagla Ipek Kocal Onat Gungor Aaron Tartz T. Rosing Baris Aksanli AAML 59 0 0 10 Mar 2025
TS-LIF: A Temporal Segment Spiking Neuron Network for Time Series Forecasting Shibo Feng Wanjin Feng Xingyu Gao Peilin Zhao Zhiqi Shen AI4TS AI4CE 34 0 0 07 Mar 2025
TimeFound: A Foundation Model for Time Series Forecasting Congxi Xiao Jingbo Zhou Yixiong Xiao Xinjiang Lu Le Zhang Hui Xiong AI4TS 49 0 0 06 Mar 2025
Small but Mighty: Enhancing Time Series Forecasting with Lightweight LLMs Haoran Fan Bin Li Yixuan Weng Shoujun Zhou AI4TS 58 0 0 05 Mar 2025
An Optimization Algorithm for Multimodal Data Alignment Wei Zhang X. Wang Lan Yu S. Li 49 0 0 05 Mar 2025
Vibration-Assisted Hysteresis Mitigation for Achieving High Compensation Efficiency Myeongbo Park Chunggil An Junhyun Park Jonghyun Kang Minho Hwang 62 0 0 04 Mar 2025
Legged Robot State Estimation Using Invariant Neural-Augmented Kalman Filter with a Neural Compensator Seokju Lee Hyun-Bin Kim Kyung-soo Kim 31 0 0 01 Mar 2025
BST: Badminton Stroke-type Transformer for Skeleton-based Action Recognition in Racket Sports Jing-Yuan Chang 31 0 0 28 Feb 2025
Machine-learning for photoplethysmography analysis: Benchmarking feature, image, and signal-based approaches Mohammad Moulaeifard Loic Coquelin Mantas Rinkevičius Andrius Sološenko Oskar Pfeffer ... Vaidotas Marozas Andrew Thompson P. Aston Peter H. Charlton Nils Strodthoff OOD 72 0 0 27 Feb 2025
FinTSB: A Comprehensive and Practical Benchmark for Financial Time Series Forecasting Yifan Hu Yuante Li Peiyuan Liu Yuxia Zhu Naiqi Li Tao Dai Shu-Tao Xia Dawei Cheng Changjun Jiang AI4TS 79 1 0 26 Feb 2025
FLARE: A Framework for Stellar Flare Forecasting using Stellar Physical Properties and Historical Records Bingke Zhu Xiaoxiao Wang Minghui Jia Yihan Tao Xiao Kong Ali Luo Yingying Chen Ming Tang J. T. Wang 45 0 0 25 Feb 2025
FinP: Fairness-in-Privacy in Federated Learning by Addressing Disparities in Privacy Risk Tianyu Zhao Mahmoud Srewa Salma Elmalaki 95 1 0 25 Feb 2025
ReFocus: Reinforcing Mid-Frequency and Key-Frequency Modeling for Multivariate Time Series Forecasting Guoqi Yu Yaoming Li Juncheng Wang Xiaoyu Guo Angelica I. Aviles-Rivero Tong Yang Shujun Wang AI4TS 44 0 0 24 Feb 2025
Memory-updated-based Framework for 100% Reliable Flexible Flat Cables Insertion Zhengrong Ling Xiong Yang Dong Guo Hongyuan Chang Tieshan Zhang Ruijia Zhang Yajing Shen 73 0 0 18 Feb 2025
Disentangling Long-Short Term State Under Unknown Interventions for Online Time Series Forecasting Ruichu Cai Haiqin Huang Zhifang Jiang Zijian Li Changze Zhou Yuequn Liu Yuming Liu Z. Hao AI4TS CML 58 1 0 18 Feb 2025
PPGF: Probability Pattern-Guided Time Series Forecasting Yanru Sun Zongxia Xie Haoyu Xing Hualong Yu Q. Hu AI4TS 46 0 0 18 Feb 2025
Harnessing Vision Models for Time Series Analysis: A Survey Jingchao Ni Ziming Zhao ChengAo Shen Hanghang Tong Dongjin Song Wei Cheng Dongsheng Luo Haifeng Chen AI4TS 77 1 0 13 Feb 2025
Advancing Precision Oncology Through Modeling of Longitudinal and Multimodal Data Luoting Zhuang Stephen H. Park Steven J. Skates Ashley E. Prosper Denise R. Aberle William Hsu 117 0 0 11 Feb 2025
Investigating Compositional Reasoning in Time Series Foundation Models Willa Potosnak Cristian Challu Mononito Goswami Kin G. Olivares Michał Wiliński Nina Żukowska Artur Dubrawski ReLM AI4TS LRM 48 0 0 09 Feb 2025
FactorGCL: A Hypergraph-Based Factor Model with Temporal Residual Contrastive Learning for Stock Returns Prediction Yitong Duan Weiran Wang Jian Li 48 0 0 05 Feb 2025
Unified Spatial-Temporal Edge-Enhanced Graph Networks for Pedestrian Trajectory Prediction Ruochen Li Tanqiu Qiao Stamos Katsigiannis Zhanxing Zhu Hubert P. H. Shum AI4TS 68 1 0 04 Feb 2025
LEAD: Large Foundation Model for EEG-Based Alzheimer's Disease Detection Yihe Wang Nan Huang Nadia Mammone Marco Cecchi Xiang Zhang 74 0 0 02 Feb 2025
Chinese Stock Prediction Based on a Multi-Modal Transformer Framework: Macro-Micro Information Fusion Lumen AI Tengzhou No. 1 Middle School Shihao Ji Zihui Song Fucheng Zhong Jisen Jia Zhaobo Wu Zheyi Cao Xu Tianhao 36 0 0 28 Jan 2025
Modeling Time-Variant Responses of Optical Compressors with Selective State Space Models Riccardo Simionato Stefano Fasciani 72 1 0 17 Jan 2025
Pedestrian Trajectory Prediction Based on Social Interactions Learning With Random Weights Jiajia Xie Sheng Zhang Beihao Xia Zhu Xiao Hongbo Jiang Siwang Zhou Zheng Qin Hongyang Chen 44 9 0 13 Jan 2025
FIDLAR: Forecast-Informed Deep Learning Architecture for Flood Mitigation Jimeng Shi Zeda Yin Arturo S. Leon J. Obeysekera Giri Narasimhan AI4CE 31 1 0 08 Jan 2025
Apollo: Band-sequence Modeling for High-Quality Audio Restoration Kai Li Yi Luo 33 0 0 08 Jan 2025
TOTEM: TOkenized Time Series EMbeddings for General Time Series Analysis Sabera Talukder Yisong Yue Georgia Gkioxari AI4TS 48 12 0 03 Jan 2025
STAHGNet: Modeling Hybrid-grained Heterogenous Dependency Efficiently for Traffic Prediction J. Wang Zehua Peng Yijia Zhang Dengbo He Lei Chen 31 0 0 23 Dec 2024
Brain-to-Text Benchmark '24: Lessons Learned Francis R. Willett Jingyuan Li Trung Le Chaofei Fan Mingfei Chen ... Maxwell Kounga E. Kelly Buchanan D. Zoltowski Scott W. Linderman Jaimie M. Henderson 26 0 0 23 Dec 2024
PreMixer: MLP-Based Pre-training Enhanced MLP-Mixers for Large-scale Traffic Forecasting Tongtong Zhang Zhiyong Cui Bingzhang Wang Yilong Ren Haiyang Yu Pan Deng Yinhai Wang AI4TS 70 0 0 18 Dec 2024
Discrepancy-Aware Attention Network for Enhanced Audio-Visual Zero-Shot Learning RunLin Yu Yipu Gong Wenrui Li Aiwen Sun Mengren Zheng VLM 72 0 0 16 Dec 2024
Learning Latent Spaces for Domain Generalization in Time Series Forecasting Songgaojun Deng Maarten de Rijke CML AI4TS OOD BDL 68 0 0 15 Dec 2024
Harnessing Loss Decomposition for Long-Horizon Wave Predictions via Deep Neural Networks Indu Kant Deo R. Jaiman 59 1 0 04 Dec 2024
MFF-FTNet: Multi-scale Feature Fusion across Frequency and Temporal Domains for Time Series Forecasting Yangyang Shi Qianqian Ren Yong Liu Jianguo Sun AI4TS 67 0 0 26 Nov 2024
GraphSubDetector: Time Series Subsequence Anomaly Detection via Density-Aware Adaptive Graph Neural Network Weiqi Chen Zhiqiang Zhou Qingsong Wen L. Sun AI4TS 66 0 0 26 Nov 2024
TableTime: Reformulating Time Series Classification as Training-Free Table Understanding with Large Language Models J. Wang Mingyue Cheng Qingyang Mao Qi Liu F. Xu Xin Li LMTD AI4TS 76 0 0 24 Nov 2024
Personalization of Wearable Sensor-Based Joint Kinematic Estimation Using Computer Vision for Hip Exoskeleton Applications Changseob Song Bogdan Ivanyuk-Skulskyi Adrian Krieger Kaitao Luo Inseung Kang 70 0 0 22 Nov 2024
Research on an intelligent fault diagnosis method for nuclear power plants based on ETCN-SSA combined algorithm Jiayan Fang Siwei Li Yichun Wu 23 0 0 11 Nov 2024
Recurrent Joint Embedding Predictive Architecture with Recurrent Forward Propagation Learning O. M. Velarde Lucas Parra 69 0 0 10 Nov 2024
A Mamba Foundation Model for Time Series Forecasting Haoyu Ma Yushu Chen Wenlai Zhao Jinzhe Yang Yingsheng Ji Xinghua Xu Xiaozhu Liu Hao Jing Shengzhuo Liu Guangwen Yang AI4TS Mamba 41 2 0 05 Nov 2024
Specialized Foundation Models Struggle to Beat Supervised Baselines Zongzhe Xu Ritvik Gupta Wenduo Cheng Alexander Shen Junhong Shen Ameet Talwalkar M. Khodak AI4CE 46 6 0 05 Nov 2024
FilterNet: Harnessing Frequency Filters for Time Series Forecasting Kun Yi Jingru Fei Qi Zhang Hui He Shufeng Hao Defu Lian Wei Fan AI4TS 46 8 0 03 Nov 2024
PSformer: Parameter-efficient Transformer with Segment Attention for Time Series Forecasting Yanlong Wang J. Xu Fei Ma Shao-Lun Huang Danny Dongning Sun Xiao-Ping Zhang AI4TS 45 1 0 03 Nov 2024
Ada-MSHyper: Adaptive Multi-Scale Hypergraph Transformer for Time Series Forecasting Zongjiang Shang Ling Chen Binqing Wu Dongliang Cui AI4TS AI4CE 31 1 0 31 Oct 2024
Higher-order Cross-structural Embedding Model for Time Series Analysis Guancen Lin Cong Shen Aijing Lin AI4TS 35 0 0 30 Oct 2024
Long Sequence Modeling with Attention Tensorization: From Sequence to Tensor Learning Aosong Feng Rex Ying Leandros Tassiulas 27 2 0 28 Oct 2024