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• Translate the Facial Regions You Like Using Self-Adaptive Region Translation

  Wenshuang Liu, Wenting Chen, Zhanjia Yang, Linlin Shen

  2180-2188

  2021-05-18

• Motion-blurred Video Interpolation and Extrapolation

  Dawit Mureja Argaw, Junsik Kim, Francois Rameau, In So Kweon

  901-910

  2021-05-18

• Energy Efficient Streaming Time Series Classification with Attentive Power Iteration

  Hao Huang, Tapan Shah, Scott Evans, Shinjae Yoo

  12574-12582

  2024-03-24

• DEFSI: Deep Learning Based Epidemic Forecasting with Synthetic Information

  Lijing Wang, Jiangzhuo Chen, Madhav Marathe

  9607-9612

  2019-07-17

• CALF: Aligning LLMs for Time Series Forecasting via Cross-modal Fine-Tuning

  Peiyuan Liu, Hang Guo, Tao Dai, Naiqi Li, Jigang Bao, Xudong Ren, Yong Jiang, Shu-Tao Xia

  18915-18923

  2025-04-11

• GMP-AR: Granularity Message Passing and Adaptive Reconciliation for Temporal Hierarchy Forecasting

  Fan Zhou, Chen Pan, Lintao Ma, Yu Liu, Siqiao Xue, James Zhang, Jun Zhou, Hongyuan Mei, Weitao Lin, Zi Zhuang, Wenxin Ning, Yunhua Hu

  9414-9421

  2024-03-24

• ReCast: Reliability-aware Codebook-assisted Lightweight Time Series Forecasting

  Xiang Ma, Taihua Chen, Pengcheng Wang, Xuemei Li, Caiming Zhang

  24299-24307

  2026-03-14

• XLinear: A Lightweight and Accurate MLP-Based Model for Long-Term Time Series Forecasting with Exogenous Inputs

  Xinyang Chen, Huidong Jin, Yu Huang, Zaiwen Feng

  20325-20335

  2026-03-14

• An Extreme-Adaptive Time Series Prediction Model Based on Probability-Enhanced LSTM Neural Networks

  Yanhong Li, Jack Xu, David C. Anastasiu

  8684-8691

  2023-06-26

• Frequency-Masked Embedding Inference: A Non-Contrastive Approach for Time Series Representation Learning

  En Fu, Yanyan Hu

  16639-16647

  2025-04-11

• Content-aware Balanced Spectrum Encoding in Masked Modeling for Time Series Classification

  Yudong Han, Haocong Wang, Yupeng Hu, Yongshun Gong, Xuemeng Song, Weili Guan

  17059-17067

  2025-04-11

• Learning Decomposed Spatial Relations for Multi-Variate Time-Series Modeling

  Yuchen Fang, Kan Ren, Caihua Shan, Yifei Shen, You Li, Weinan Zhang, Yong Yu, Dongsheng Li

  7530-7538

  2023-06-26

• ES-Mask: Evolutionary Strip Mask for Explaining Time Series Prediction (Student Abstract)

  Yifei Sun, Cheng Song, Feng Lu, Wei Li, Hai Jin, Albert Y. Zomaya

  16342-16343

  2024-07-15

• The Parables of the Mustard Seed and the Yeast: Extremely Low-Budget, High-Performance Nighttime Semantic Segmentation

  Shiqin Wang, Xin Xu, Haoyang Chen, Kui Jiang, Zheng Wang

  7853-7861

  2025-04-11

• RobustSTL: A Robust Seasonal-Trend Decomposition Algorithm for Long Time Series

  Qingsong Wen, Jingkun Gao, Xiaomin Song, Liang Sun, Huan Xu, Shenghuo Zhu

  5409-5416

  2019-07-17

• Vision-MoR: Scaling Vision Transformer via Patch-Level Mixture-of-Recursions

  Yunhong He, Zhengqing Yuan, Weixiang Sun, Yiyang Li, Yixin Liu, Yanfang Ye, Lichao Sun

  4699-4707

  2026-03-14

• Temporal-Frequency Co-training for Time Series Semi-supervised Learning

  Zhen Liu, Qianli Ma, Peitian Ma, Linghao Wang

  8923-8931

  2023-06-26

• CGS-Mask: Making Time Series Predictions Intuitive for All

  Feng Lu, Wei Li, Yifei Sun, Cheng Song, Yufei Ren, Albert Y. Zomaya

  14149-14157

  2024-03-24

• Partial Correlation-Based Attention for Multivariate Time Series Forecasting

  Won Kyung Lee

  13720-13721

  2020-04-03

• Transparent Networks for Multivariate Time Series

  Minkyu Kim, Suan Lee, Jinho Kim

  37510-37518

  2026-03-14

• Adaptive Multi-Scale Decomposition Framework for Time Series Forecasting

  Yifan Hu, Peiyuan Liu, Peng Zhu, Dawei Cheng, Tao Dai

  17359-17367

  2025-04-11

• Federated Foundation Models on Heterogeneous Time Series

  Shengchao Chen, Guodong Long, Jing Jiang, Chengqi Zhang

  15839-15847

  2025-04-11

• OPTION: An Online Pricing Strategy for Asynchronous Federated Learning Against Free-Riding Attacks

  Bangqi Pan, Jianfeng Lu, Shuqin Cao, Xiao Zhang, Gang Li, Guanghui Wen

  24682-24690

  2026-03-14

• Spatio-Temporal Meta-Graph Learning for Traffic Forecasting

  Renhe Jiang, Zhaonan Wang, Jiawei Yong, Puneet Jeph, Quanjun Chen, Yasumasa Kobayashi, Xuan Song, Shintaro Fukushima, Toyotaro Suzumura

  8078-8086

  2023-06-26

• Efficient Representation Learning of Satellite Image Time Series and Their Fusion for Spatiotemporal Applications

  Poonam Goyal, Arshveer Kaur, Arvind Ram, Navneet Goyal

  8436-8444

  2024-03-24