$K^2$VAE: A Koopman-Kalman Enhanced Variational AutoEncoder for Probabilistic Time Series Forecasting

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$K^2$ VAE: A Koopman-Kalman Enhanced Variational AutoEncoder for Probabilistic Time Series Forecasting

29 May 2025

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Papers citing "$K^2$VAE: A Koopman-Kalman Enhanced Variational AutoEncoder for Probabilistic Time Series Forecasting"

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Title
LightGTS: A Lightweight General Time Series Forecasting Model Yihang Wang Yuying Qiu Peng Chen Yang Shu Zhongwen Rao Lujia Pan Bin Yang Chenjuan Guo AI4TS VLM 75 1 0 06 Jun 2025
SCORE: Story Coherence and Retrieval Enhancement for AI Narratives Qiang Yi Yangfan He Jing Wang Xinyuan Song Shiyao Qian ... Kuan Lu Menghao Huo Jiaqi Chen Tianyu Shi Tianyu Shi RALM 167 17 0 30 Mar 2025
CP2M: Clustered-Patch-Mixed Mosaic Augmentation for Aerial Image Segmentation Yijie Li Hewei Wang Jinfeng Xu Zixiao Ma Puzhen Wu Shaofan Wang Soumyabrata Dev 72 4 0 28 Jan 2025
DDUNet: Dual Dynamic U-Net for Highly-Efficient Cloud Segmentation Yijie Li Hewei Wang Jinfeng Xu Puzhen Wu Yunzhong Xiao Shaofan Wang Soumyabrata Dev 99 7 0 28 Jan 2025
Rethinking Pseudo-Label Guided Learning for Weakly Supervised Temporal Action Localization from the Perspective of Noise Correction Quan Zhang Yuxin Qi Xi Tang Rui Yuan Xi Lin Jianchao Tan Chun Yuan NoLa 208 6 0 19 Jan 2025
Prompt Categories Cluster for Weakly Supervised Semantic Segmentation Wangyu Wu Xianglin Qiu Siqi Song Xiaowei Huang Fei Ma Jimin Xiao VLM 206 6 0 18 Dec 2024
CATCH: Channel-Aware multivariate Time Series Anomaly Detection via Frequency Patching Xingjian Wu Xiangfei Qiu Zhengyu Li Yihang Wang Jilin Hu Chenjuan Guo Hui Xiong Bin Yang AI4TS 189 16 0 16 Oct 2024
Automated Detection of Defects on Metal Surfaces using Vision Transformers Toqa Alaa Mostafa Kotb Arwa Zakaria Mariam Diab Walid Gomaa 174 1 0 06 Oct 2024
GIM: A Million-scale Benchmark for Generative Image Manipulation Detection and Localization Yuxiao Chen Xiaolin Huang Quan Zhang Wei Li Mingjian Zhu ... Hanting Chen Hailin Hu J. Yang Wen Liu Jie Hu EGVM 159 7 0 24 Jun 2024
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 AI4TS 176 31 0 12 Mar 2024