- Continuous Prompts: LLM-Augmented Pipeline Processing over Unstructured Streams
2025/12/03 by Deepti Raghavan, Chen, Shu, Raghavan, Deepti +2 · 1 citation
Computer Science · #Advanced Database Systems and Queries #Data Stream Mining Techniques #Databases (cs.DB) #FOS: Computer and information sciences #Time Series Analysis and Forecasting
- Predicting Human Chess Moves: An AI Assisted Analysis of Chess Games Using Skill-group Specific n-gram Language Models
2025/12/01 by Dingcheng Huang, Zhong, Daren, Huang, Dingcheng +2 · 1 citation
Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #FOS: Computer and information sciences #Sport Psychology and Performance #Time Series Analysis and Forecasting
- Finding Time Series Anomalies using Granular-ball Vector Data Description
2025/11/15 by Lifeng Shen, Shen, Lifeng, Liang Peng +7 · 1 citation
Computer Science · #Anomaly Detection Techniques and Applications #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Time Series Analysis and Forecasting
- FroM Superstring to Indexing: a space-efficient index for unconstrained <i>k</i> -mer sets using the Masked Burrows-Wheeler Transform (MBWT)
2025/11/11 by Ondřej Sladký, Pavel Veselý, Karel Břinda · 1 voice · 1 citation
Computer Science · Biochemistry, Genetics and Molecular Biology · #Algorithms and Data Compression #Time Series Analysis and Forecasting #Gene expression and cancer classification
- Simplex-to-Euclidean Bijections for Categorical Flow Matching
2025/10/31 by Bernardo Williams, Williams, Bernardo, Victor M. Yeom-Song +5 · 1 citation
Computer Science · #Generative Adversarial Networks and Image Synthesis #Time Series Analysis and Forecasting #Anomaly Detection Techniques and Applications
- DriveVLA-W0: World Models Amplify Data Scaling Law in Autonomous Driving
2025/10/14 by Yingyan Li, Shuyao Shang, Li, Yingyan +21 · 10 citations
Computer Science · Engineering · #Time Series Analysis and Forecasting #Autonomous Vehicle Technology and Safety #Traffic Prediction and Management Techniques
- BiFuseNet: A Multimodal Network for Estimating Blood Alcohol Concentration via Bidirectional Hierarchical Fusion
2025/10/11 by Abdullah Tariq, Arooba Maqsood, Martin Mašek +1 · 1 voice
Computer Science · #Anomaly Detection Techniques and Applications #Data Stream Mining Techniques #Time Series Analysis and Forecasting
- Partial Information Decomposition via Normalizing Flows in Latent Gaussian Distributions
2025/10/06 by Wenyuan Zhao, Zhao, Wenyuan, A. P. Balachandran +5 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Information Theory (cs.IT) #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
- TS-Reasoner: Aligning Time Series Foundation Models with LLM Reasoning
2025/10/03 by Fangxu Yu, Yu, Fangxu, Hongyu Zhao +3 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #Time Series Analysis and Forecasting #Topic Modeling
- OpenTSLM: Time-Series Language Models for Reasoning over Multivariate Medical Text- and Time-Series Data
2025/10/02 by Patrick Langer, Langer, Patrick, Thomas Kaar +45 · 2 voices · 4 citations
Computer Science · #Machine Learning in Healthcare #Time Series Analysis and Forecasting #Topic Modeling #cs.LG
- World Modeling with Probabilistic Structure Integration
2025/09/10 by Klemen Kotar, Wanhee Lee, Kotar, Klemen +30 · 3 voices · 4 citations
Computer Science · #Time Series Analysis and Forecasting
- Finetuning LLMs for Human Behavior Prediction in Social Science Experiments
2025/09/06 by Akaash Kolluri, Shengguang Wu, Kolluri, Akaash +5 · 4 citations
Computer Science · #Anomaly Detection Techniques and Applications #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Online Learning and Analytics #Time Series Analysis and Forecasting
- Text Reinforcement for Multimodal Time Series Forecasting
2025/08/31 by Chen Su, Su, Chen, Yuanhe Tian +5 · 2 citations
Computer Science · Decision Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Forecasting Techniques and Applications #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
- ChartMaster: Advancing Chart-to-Code Generation with Real-World Charts and Chart Similarity Reinforcement Learning
2025/08/25 by Wentao Tan, Tan, Wentao, Qiong Cao +9 · 3 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
- EventTSF: Event-Aware Non-Stationary Time Series Forecasting
2025/08/19 by Yunfeng Ge, Ge, Yunfeng, Ming Jin +11 · 1 citation
Computer Science · Decision Sciences · #Time Series Analysis and Forecasting #Stock Market Forecasting Methods #Forecasting Techniques and Applications
- CauKer: Classification Time Series Foundation Models Can Be Pretrained on Synthetic Data
2025/08/04 by Xie, Shifeng, Vasilii Feofanov, Feofanov, Vasilii +13 · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning in Healthcare #Time Series Analysis and Forecasting
- Steering Out-of-Distribution Generalization with Concept Ablation Fine-Tuning
2025/07/22 by Helena Casademunt, C. Hsein Juang, Casademunt, Helena +9 · 9 citations
Computer Science · #Time Series Analysis and Forecasting #Advanced Data Compression Techniques #Gaussian Processes and Bayesian Inference
- MCPEval: Automatic MCP-based Deep Evaluation for AI Agent Models
2025/07/17 by Zhiwei Liu, Liu, Zhiwei, Jielin Qiu +21 · 15 citations
Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Fuzzy Logic and Control Systems #Time Series Analysis and Forecasting
- What Has a Foundation Model Found? Using Inductive Bias to Probe for World Models
2025/07/09 by Keyon Vafa, Peter G. Chang, Vafa, Keyon +5 · 17 voices · 12 citations
Computer Science · Physics and Astronomy · #Historical Astronomy and Related Studies #Multimodal Machine Learning Applications #Time Series Analysis and Forecasting #cs.AI #cs.LG
- Competition and Attraction Improve Model Fusion
2025/07/08 by João Abrantes, Abrantes, João, Robert Tjarko Lange +3 · 2 voices
Computer Science · #Machine Learning and Data Classification #Time Series Analysis and Forecasting #Anomaly Detection Techniques and Applications
- ITFormer: Bridging Time Series and Natural Language for Multi-Modal QA with Large-Scale Multitask Dataset
2025/06/25 by Yilin Wang, Wang, Yilin, Jie Song +13 · 10 citations
Computer Science · Decision Sciences · #Time Series Analysis and Forecasting #Advanced Text Analysis Techniques #Stock Market Forecasting Methods
- ManiGaussian++: General Robotic Bimanual Manipulation with Hierarchical Gaussian World Model
2025/06/24 by Tengbo Yu, Yu, Tengbo, Guanxing Lu +17 · 4 citations
Computer Science · #Time Series Analysis and Forecasting #Evolutionary Algorithms and Applications #Gaussian Processes and Bayesian Inference
- Fourier minimization and imputation of time series
2025/06/24 by W. Burstein, Burstein, Will, Alex Iosevich +4 · 2 citations
Computer Science · Mathematics · #Classical Analysis and ODEs (math.CA) #FOS: Mathematics #Neural Networks and Applications #Statistical and numerical algorithms #Time Series Analysis and Forecasting
- Long-Context Generalization with Sparse Attention
2025/06/19 by Pavlo Vasylenko, Vasylenko, Pavlo, Hugo Pitorro +5 · 5 citations
Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Time Series Analysis and Forecasting
- TimeMaster: Training Time-Series Multimodal LLMs to Reason via Reinforcement Learning
2025/06/16 by Junru Zhang, Lang Feng, Zhang, Junru +9 · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Time Series Analysis and Forecasting #Topic Modeling
- Merlin: Multi-View Representation Learning for Robust Multivariate Time Series Forecasting with Unfixed Missing Rates
2025/06/14 by Chengqing Yu, Fei Wang, Yu, Chengqing +15 · 5 citations
Computer Science · Decision Sciences · #Time Series Analysis and Forecasting #Forecasting Techniques and Applications #Stock Market Forecasting Methods
- Harnessing Vision-Language Models for Time Series Anomaly Detection
2025/06/07 by Zhonghu He, Sarah Alnegheimish, He, Zelin +3 · 2 citations
Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Time Series Analysis and Forecasting
- Causality-Aware Contrastive Learning for Robust Multivariate Time-Series Anomaly Detection
2025/06/04 by HyunGi Kim, Kim, HyunGi, Jisoo Mok +9 · 2 citations
Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
- Enhancing LLM Reasoning for Time Series Classification by Tailored Thinking and Fused Decision
2025/06/01 by Jiahui Zhou, Dan Li, Zhou, Jiahui +13 · 4 citations
Computer Science · #Time Series Analysis and Forecasting #Data Mining Algorithms and Applications #Rough Sets and Fuzzy Logic
- A Dynamic Stiefel Graph Neural Network for Efficient Spatio-Temporal Time Series Forecasting
2025/06/01 by Zheng, Jiankai, Liang Xie, Xie, Liang · 1 citation
Computer Science · #Time Series Analysis and Forecasting #Neural Networks and Applications #Advanced Computational Techniques and Applications
more