MLSP-P57.4

WEATHER-R1: LOGICALLY CONSISTENT REINFORCEMENT FINE-TUNING FOR MULTIMODAL REASONING IN METEOROLOGY

Kaiyu Wu, Sun Yat-sen University, China; Pucheng Han, Hualong Zhang, Naigeng Wu, Guangdong Meteorological Observatory, China; Keze Wang, Sun Yat-sen University, China

Session:
MLSP-P57: Machine Learning Applications in Signal Processing II Poster

Track:
Machine Learning for Signal Processing [ML]

Location:
Poster Area 8

Presentation Time:
Thu, 7 May, 14:00 - 16:00

Presentation
Discussion
Resources
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Session MLSP-P57
MLSP-P57.1: MITIGATING OBJECT AND RELATIONSHIP HALLUCINATION IN LARGE VISION LANGUAGE MODEL WITH MULTI-AGENT GUIDANCE
Soohyun Kim, Gusang Lee, Seoul National University, Korea, Republic of; Kyuhong Shim, Sungkyunkwan University, Korea, Republic of; Byonghyo Shim, Seoul National University, Korea, Republic of
MLSP-P57.2: TOPOBIND: MULTI-MODAL PREDICTION OF ANTIBODY-ANTIGEN BINDING FREE ENERGY VIA SEQUENCE EMBEDDINGS AND STRUCTURAL TOPOLOGY
Ciyuan Yu, City University of HongKong(Dongguan), China; Hongzong Li, The Hong Kong University of Science and Technology, Hong Kong; Jiahao Ma, The University of Hong Kong, Hong Kong; Shiqin Tang, Center for Artificial Intelligence and Robotics, China; Ye-Fan Hu, Computational Immunology Centre, Hong Kong; Jian-Dong Huang, The University of Hong Kong, Hong Kong
MLSP-P57.3: A SPECTRAL-GUIDED LATENT PHYSICS SOLVER FOR PDE PROBLEMS
Lehan Sun, Tsinghua University, China; Zhiming Li, Shandong University, China; Qianchuan Zhao, Tsinghua University, China
MLSP-P57.4: WEATHER-R1: LOGICALLY CONSISTENT REINFORCEMENT FINE-TUNING FOR MULTIMODAL REASONING IN METEOROLOGY
Kaiyu Wu, Sun Yat-sen University, China; Pucheng Han, Hualong Zhang, Naigeng Wu, Guangdong Meteorological Observatory, China; Keze Wang, Sun Yat-sen University, China
MLSP-P57.5: VIA SCORE TO PERFORMANCE: EFFICIENT HUMAN-CONTROLLABLE LONG SONG GENERATION WITH BAR-LEVEL SYMBOLIC NOTATION
Tongxi Wang, Yang Yu, Qing Wang, Southeast University, China; Junlang Qian, Nanyang Technological University, Singapore
MLSP-P57.6: ESTIMATING HAND-RELATED FEATURES FROM SPEECH USING MACHINE LEARNING
Shraddha Revankar, Chinmayananda A, Nataraj K S, IIIT Dharwad, India
MLSP-P57.7: BEYOND BLURRINESS AND ARTIFACTS: A SYNERGISTIC DETERMINISTIC-PROBABILISTIC APPROACH FOR RADAR RECONSTRUCTION
Jun Chen, Lin Chen, Yan Fang, Minghui Qiu, Shuxin Zhong, Hong Kong University of Science and Technology (Guangzhou), China; Yu Zhang, Binghong Chen, Guangzhou Meteorological Bureau, China; Kaishun Wu, Hong Kong University of Science and Technology (Guangzhou), China
MLSP-P57.8: STYLIC: STYLIZED CAPTIONS USING CONTRASTIVE VISION-LANGUAGE MODELS
Rituraj Singh, Samsung R&D Institute India-Bangalore, India
MLSP-P57.9: SAMAS: A SPECTRUM-GUIDED MULTI-AGENT SYSTEM FOR ACHIEVING STYLE FIDELITY IN LITERARY TRANSLATION
Jingzhuo Wu, Beijing Normal University, China; Jiajun Zhang, Institute of Automation, Chinese Academy of Sciences, China; Keyan Jin, University of Coimbra, China; Junbo Wang, Northwestern Polytechnical University, China; Dehua Ma, Beijing University of Posts and Telecommunications, China
Contacts