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• TC-Diffuser: Bi-Condition Multi-Modal Diffusion for Tropical Cyclone Forecasting

  Shiqi Zhang, Pan Mu, Cheng Huang, Jinglin Zhang, Cong Bai

  1120-1128

  2025-04-11

• Incomplete Label Multi-Task Deep Learning for Spatio-Temporal Event Subtype Forecasting

  Yuyang Gao, Liang Zhao, Lingfei Wu, Yanfang Ye, Hui Xiong, Chaowei Yang

  3638-3646

  2019-07-17

• Generalising Traffic Forecasting to Regions Without Traffic Observations

  Xinyu Su, Majid Sarvi, Feng Liu, Egemen Tanin, Jianzhong Qi

  15761-15769

  2026-03-14

• Temporal Streaming Batch Principal Component Analysis for Time Series Classification (Student Abstract)

  Enshuo Yan, Huachuan Wang, Weihao Xia

  29543-29544

  2025-04-11

• Self-attention-based Diffusion Model for Time-series Imputation in Partial Blackout Scenarios

  Mohammad Rafid Ul Islam, Prasad Tadepalli, Alan Fern

  17564-17572

  2025-04-11

• Data Adaptive Traceback for Vision-Language Foundation Models in Image Classification

  Wenshuo Peng, Kaipeng Zhang, Yue Yang, Hao Zhang, Yu Qiao

  4506-4514

  2024-03-24

• Aware Distillation for Robust Vision-Language Tracking Under Linguistic Sparsity

  Guangtong Zhang, Bineng Zhong, Shirui Yang, Yang Wang, Tian Bai

  12439-12447

  2026-03-14

• Weak Distribution Detectors Lead to Stronger Generalizability of Vision-Language Prompt Tuning

  Kun Ding, Haojian Zhang, Qiang Yu, Ying Wang, Shiming Xiang, Chunhong Pan

  1528-1536

  2024-03-24

• SatSolarCast: A Flexible Framework for Multimodal Solar Irradiance Forecasting via Memory-Alignment Learning

  Kuai Dai, Hui Su, Chengxing Zhai, Huiwei Lin, Mingliang Bai

  38331-38339

  2026-03-14

• GSNet: Learning Spatial-Temporal Correlations from Geographical and Semantic Aspects for Traffic Accident Risk Forecasting

  Beibei Wang, Youfang Lin, Shengnan Guo, Huaiyu Wan

  4402-4409

  2021-05-18

• Differentiable Semantic Meta-Learning Framework for Long-Tail Motion Forecasting in Autonomous Driving

  Bin Rao, Chengyue Wang, Haicheng Liao, Qianfang Wang, Yanchen Guan, Jiaxun Zhang, Xingcheng Liu, Meixin Zhu, Kanye Ye Wang, Zhenning Li

  962-970

  2026-03-14

• NumHTML: Numeric-Oriented Hierarchical Transformer Model for Multi-Task Financial Forecasting

  Linyi Yang, Jiazheng Li, Ruihai Dong, Yue Zhang, Barry Smyth

  11604-11612

  2022-06-28

• RainBench: Towards Data-Driven Global Precipitation Forecasting from Satellite Imagery

  Christian Schroeder de Witt, Catherine Tong, Valentina Zantedeschi, Daniele De Martini, Alfredo Kalaitzis, Matthew Chantry, Duncan Watson-Parris, Piotr Bilinski

  14902-14910

  2021-05-18

• ST-FiT: Inductive Spatial-Temporal Forecasting with Limited Training Data

  Zhenyu Lei, Yushun Dong, Jundong Li, Chen Chen

  12031-12039

  2025-04-11

• DICE: Distilling Classifier-Free Guidance into Text Embeddings

  Zhenyu Zhou, Defang Chen, Can Wang, Chun Chen, Siwei Lyu

  13880-13888

  2026-03-14

• MedSpaformer: A Transferable Transformer with Multi-Granularity Token Sparsification for Medical Time Series Classification

  Jiexia Ye, Weiqi Zhang, Ziyue Li, Jia Li, Fugee Tsung

  27791-27799

  2026-03-14

• Predicting the Future by Retrieving the Past

  Dazhao Du, Tao Han, Song Guo

  20896-20904

  2026-03-14

• Region-aware Difference Distilling with Attribute-guided Contrastive Regularization for Change Captioning

  Rong Li, Liang Li, Jiehua Zhang, Qiang Zhao, Hongkui Wang, Chenggang Yan

  4887-4895

  2025-04-11

• DOS: Distilling Observable Softmaps of Zipfian Prototypes for Self-Supervised Point Representation

  Mohamed Abdelsamad, Michael Ulrich, Bin Yang, Miao Zhang, Yakov Miron, Abhinav Valada

  19514-19523

  2026-03-14

• Hearing Lips: Improving Lip Reading by Distilling Speech Recognizers

  Ya Zhao, Rui Xu, Xinchao Wang, Peng Hou, Haihong Tang, Mingli Song

  6917-6924

  2020-04-03

• Multi-Source Distilling Domain Adaptation

  Sicheng Zhao, Guangzhi Wang, Shanghang Zhang, Yang Gu, Yaxian Li, Zhichao Song, Pengfei Xu, Runbo Hu, Hua Chai, Kurt Keutzer

  12975-12983

  2020-04-03

• Audio Scanning Network: Bridging Time and Frequency Domains for Audio Classification

  Liangwei Chen, Xiren Zhou, Huanhuan Chen

  11355-11363

  2024-03-24

• EINNs: Epidemiologically-Informed Neural Networks

  Alexander Rodríguez, Jiaming Cui, Naren Ramakrishnan, Bijaya Adhikari, B. Aditya Prakash

  14453-14460

  2023-06-26

• MASTER: Market-Guided Stock Transformer for Stock Price Forecasting

  Tong Li, Zhaoyang Liu, Yanyan Shen, Xue Wang, Haokun Chen, Sen Huang

  162-170

  2024-03-25

• Neighborhood Consensus Contrastive Learning for Backward-Compatible Representation

  Shengsen Wu, Liang Chen, Yihang Lou, Yan Bai, Tao Bai, Minghua Deng, Ling-Yu Duan

  2722-2730

  2022-06-28