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• CaT-Diff: Cascaded Text-enhanced Diffusion Model for Time-Series Imputation

  Changjian Xu, Yong Wang, Ruizheng Huang, Zhicheng Zhang, Wen Yin, Kexin Li

  27215-27223

  2026-03-14

• Regularizing Fully Convolutional Networks for Time Series Classification by Decorrelating Filters

  Kaushal Paneri, Vishnu TV, Pankaj Malhotra, Lovekesh Vig, Gautam Shroff

  10003-10004

  2019-07-17

• Relation Inference among Sensor Time Series in Smart Buildings with Metric Learning

  Shuheng Li, Dezhi Hong, Hongning Wang

  4683-4690

  2020-04-03

• Graph Mixture of Experts and Memory-augmented Routers for Multivariate Time Series Anomaly Detection

  Xiaoyu Huang, Weidong Chen, Bo Hu, Zhendong Mao

  17476-17484

  2025-04-11

• Learnable Matrix Profile for Motif Discovery on Multivariate Time Series

  Mingkai Lin, Yinke Wang, Xiaobin Hong, Wenzhong Li

  15252-15260

  2026-03-14

• Fast Saturating Gate for Learning Long Time Scales with Recurrent Neural Networks

  Kentaro Ohno, Sekitoshi Kanai, Yasutoshi Ida

  9319-9326

  2023-06-26

• Online Sequence Alignment for Real-Time Audio Transcription by Non-Experts

  Walter Lasecki, Christopher Miller, Donato Borrello, Jeffrey Bigham

  2437-2438

  2021-09-20

• Localized Near Surface Temperature Inversion Forecasting Using Long Short-Term Memory

  Taylor Dinkins, Weng-Keen Wong, Basavaraj Amogi, Paola Pesantez-Cabrera, Jaitun Patel, Lav Khot, Alan Fern

  40249-40257

  2026-03-14

• Multiple Hypothesis Dropout: Estimating the Parameters of Multi-Modal Output Distributions

  David D. Nguyen, David Liebowitz, Salil S. Kanhere, Surya Nepal

  14440-14448

  2024-03-24

• Learning Bayesian Network Classifiers to Minimize the Class Variable Parameters

  Shouta Sugahara, Koya Kato, Maomi Ueno

  20540-20549

  2024-03-24

• C-NTPP: Learning Cluster-Aware Neural Temporal Point Process

  Fangyu Ding, Junchi Yan, Haiyang Wang

  7369-7377

  2023-06-26

• Sparse MLP for Image Recognition: Is Self-Attention Really Necessary?

  Chuanxin Tang, Yucheng Zhao, Guangting Wang, Chong Luo, Wenxuan Xie, Wenjun Zeng

  2344-2351

  2022-06-28

• Predicting ICU Mortality Risk by Grouping Temporal Trends from a Multivariate Panel of Physiologic Measurements

  Yuan Luo, Yu Xin, Rohit Joshi, Leo Celi, Peter Szolovits

  2016-02-21

• Adventures of Trustworthy Vision-Language Models: A Survey

  Mayank Vatsa, Anubhooti Jain, Richa Singh

  22650-22658

  2024-03-24

• Learning Space-Time Crop Yield Patterns with Zigzag Persistence-Based LSTM: Toward More Reliable Digital Agriculture Insurance

  Tian Jiang, Meichen Huang, Ignacio Segovia-Dominguez, Nathaniel Newlands, Yulia R. Gel

  12538-12544

  2022-06-28

• Tracking Occluded Objects and Recovering Incomplete Trajectories by Reasoning About Containment Relations and Human Actions

  Wei Liang, Yixin Zhu, Song-Chun Zhu

  2018-04-27

• VideoChat-A1: Thinking with Long Videos by Chain-of-Shot Reasoning

  Zikang Wang, Boyu Chen, Zhengrong Yue, Yi Wang, Yu Qiao, Limin Wang, Yali Wang

  10467-10475

  2026-03-14

• On the Subexponential Time Complexity of CSP

  Iyad Kanj, Stefan Szeider

  459-465

  2013-06-30

• Are Vision-Language Transformers Learning Multimodal Representations? A Probing Perspective

  Emmanuelle Salin, Badreddine Farah, Stéphane Ayache, Benoit Favre

  11248-11257

  2022-06-28

• Deep Evidential Hashing for Trustworthy Cross-Modal Retrieval

  Yuan Li, Liangli Zhen, Yuan Sun, Dezhong Peng, Xi Peng, Peng Hu

  18566-18574

  2025-04-11

• PAC-Bayes Generalisation Bounds for Dynamical Systems including Stable RNNs

  Deividas Eringis, John Leth, Zheng-Hua Tan, Rafael Wisniewski, Mihály Petreczky

  11901-11909

  2024-03-24

• Hidden Follower Detection: How Is the Gaze-Spacing Pattern Embodied in Frequency Domain?

  Shu Li, Ruimin Hu, Suhui Li, Liang Liao

  538-546

  2024-03-25

• CSformer: Combining Channel Independence and Mixing for Robust Multivariate Time Series Forecasting

  Haoxin Wang, Yipeng Mo, Kunlan Xiang, Nan Yin, Honghe Dai, Bixiong Li, Songhai Fan, Site Mo

  21090-21098

  2025-04-11

• Neural Conformal Control for Time Series Forecasting

  Ruipu Li, Alexander Rodríguez

  18439-18447

  2025-04-11

• Prompting Multi-Modal Image Segmentation with Semantic Grouping

  Qibin He

  2094-2102

  2024-03-24