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• Temporal Dependencies and Spatio-Temporal Patterns of Time Series Models

  Md. Khairul Islam

  23391-23392

  2024-03-24

• Distant-Supervision of Heterogeneous Multitask Learning for Social Event Forecasting With Multilingual Indicators

  Liang Zhao, Junxiang Wang, Xiaojie Guo

  2018-04-29

• Less Is More: Volatility Forecasting with Contrastive Representation Learning (Student Abstract)

  Yanlong Huang, Wenxin Tai, Ting Zhong, Kunpeng Zhang

  16234-16235

  2024-07-15

• TGCD: A Framework for Generalized Category Discovery in Time-Series Data

  Chandan Gautam, Lew Choon Hean, Ankit Das, Xiaoli Li, Savitha Ramasamy

  21260-21268

  2026-03-14

• A Unified Shape-Aware Foundation Model for Time Series Classification

  Zhen Liu, Yucheng Wang, Boyuan Li, Junhao Zheng, Emadeldeen Eldele, Min Wu, Qianli Ma

  23972-23980

  2026-03-14

• DeepCOVID: An Operational Deep Learning-driven Framework for Explainable Real-time COVID-19 Forecasting

  Alexander Rodríguez, Anika Tabassum, Jiaming Cui, Jiajia Xie, Javen Ho, Pulak Agarwal, Bijaya Adhikari, B. Aditya Prakash

  15393-15400

  2021-05-18

• FATE: Feature-Adapted Parameter Tuning for Vision-Language Models

  Zhengqin Xu, Zelin Peng, Xiaokang Yang, Wei Shen

  9014-9022

  2025-04-11

• SwinRDM: Integrate SwinRNN with Diffusion Model towards High-Resolution and High-Quality Weather Forecasting

  Lei Chen, Fei Du, Yuan Hu, Zhibin Wang, Fan Wang

  322-330

  2023-06-26

• Not All Parameters Should Be Treated Equally: Deep Safe Semi-supervised Learning under Class Distribution Mismatch

  Rundong He, Zhongyi Han, Yang Yang, Yilong Yin

  6874-6883

  2022-06-28

• Second Order Techniques for Learning Time-series with Structural Breaks

  Takayuki Osogami

  9259-9267

  2021-05-18

• Fairness in Forecasting and Learning Linear Dynamical Systems

  Quan Zhou, Jakub Marecek, Robert N. Shorten

  11134-11142

  2021-05-18

• Dynamic Semantic-Based Spatial Graph Convolution Network for Skeleton-Based Human Action Recognition

  Jianyang Xie, Yanda Meng, Yitian Zhao, Anh Nguyen, Xiaoyun Yang, Yalin Zheng

  6225-6233

  2024-03-24

• When Model Meets New Normals: Test-Time Adaptation for Unsupervised Time-Series Anomaly Detection

  Dongmin Kim, Sunghyun Park, Jaegul Choo

  13113-13121

  2024-03-24

• Estimating Treatment Effects from Irregular Time Series Observations with Hidden Confounders

  Defu Cao, James Enouen, Yujing Wang, Xiangchen Song, Chuizheng Meng, Hao Niu, Yan Liu

  6897-6905

  2023-06-26

• SVP-T: A Shape-Level Variable-Position Transformer for Multivariate Time Series Classification

  Rundong Zuo, Guozhong Li, Byron Choi, Sourav S Bhowmick, Daphne Ngar-yin Mah, Grace L.H. Wong

  11497-11505

  2023-06-26

• Improving Open Set Recognition via Visual Prompts Distilled from Common-Sense Knowledge

  Seongyeop Kim, Hyung-Il Kim, Yong Man Ro

  2786-2794

  2024-03-24

• Causal Recurrent Variational Autoencoder for Medical Time Series Generation

  Hongming Li, Shujian Yu, Jose Principe

  8562-8570

  2023-06-26

• A Deep Neural Network for Unsupervised Anomaly Detection and Diagnosis in Multivariate Time Series Data

  Chuxu Zhang, Dongjin Song, Yuncong Chen, Xinyang Feng, Cristian Lumezanu, Wei Cheng, Jingchao Ni, Bo Zong, Haifeng Chen, Nitesh V. Chawla

  1409-1416

  2019-07-17

• BEE-RAG: Balanced Entropy Engineering for Retrieval-Augmented Generation

  Yuhao Wang, Ruiyang Ren, Yucheng Wang, Jing Liu, Xin Zhao, Hua Wu, Haifeng Wang

  33737-33745

  2026-03-14

• Driving in the Occupancy World: Vision-Centric 4D Occupancy Forecasting and Planning via World Models for Autonomous Driving

  Yu Yang, Jianbiao Mei, Yukai Ma, Siliang Du, Wenqing Chen, Yijie Qian, Yuxiang Feng, Yong Liu

  9327-9335

  2025-04-11

• Dynamic Gaussian Mixture based Deep Generative Model For Robust Forecasting on Sparse Multivariate Time Series

  Yinjun Wu, Jingchao Ni, Wei Cheng, Bo Zong, Dongjin Song, Zhengzhang Chen, Yanchi Liu, Xuchao Zhang, Haifeng Chen, Susan B Davidson

  651-659

  2021-05-18

• STrans: Spontaneous Architecture Evolution for Adaptive Time Series Forecasting

  Haoyi Jia

  22238-22246

  2026-03-14

• Affirm: Interactive Mamba with Adaptive Fourier Filters for Long-term Time Series Forecasting

  Yuhan Wu, Xiyu Meng, Huajin Hu, Junru Zhang, Yabo Dong, Dongming Lu

  21599-21607

  2025-04-11

• ShapeNet: A Shapelet-Neural Network Approach for Multivariate Time Series Classification

  Guozhong Li, Byron Choi, Jianliang Xu, Sourav S Bhowmick, Kwok-Pan Chun, Grace Lai-Hung Wong

  8375-8383

  2021-05-18

• Unsupervised Detection of Music Boundaries by Time Series Structure Features

  Joan Serrà, Meinard Müller, Peter Grosche, Josep Lluis Arcos

  1613-1619

  2021-09-20