Multimodal Regression

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13 papers3 papers in the last four weeks, with none the four weeks before. 0.0% of all new papers.

  1. STEK: Structural-Terrain-Enhanced Koopman-Inspired Cross-Channel Regularization for Retrospective Battery Multi-Target Estimation

    Nov 4, 2026Jing Wang, Shiyuan Piao, Fugee TsungLithium-Ion BatteriesMulti-Task Learning

    University of Science and Technology of China, Hefei, China · The Hong Kong University of Science and Technology, Hong Kong, China

  2. LLM-Enhanced Multimodal House Price Prediction using Structured, Textual, and Visual Features

    Nov 1, 2026Khandokar Md. Rahat Hossain, Souvik Das, Tahsina Hashem +2Multimodal RegressionTabular Prediction

    Bangladesh University of Engineering and Technology, Dhaka, Bangladesh. · Texas A&M University, College Station, Texas, USA. · Monash University, Melbourne, Australia.

  3. Soil Moisture Estimation in Precision Agriculture: A Knowledge Distillation Approach

    Oct 29, 2026Mohammed Rakib, Vrinda Nagula, Arunkumar BagavathiPrecision AgricultureAgricultural Remote Sensing

    Oklahoma State University · Aurora High School

  4. Brain-Behavior Modeling from Multimodal MRI using Opportunistic Pretraining and Common-Cohort Adaptation

    Oct 28, 2026Md. Tanvir Rahman, Taslima Ferdaus Shuva, Nabil Anan Orka +2Multimodal FusionMultimodal Pretraining

    School of Health and Rehabilitation Sciences, The University of Queensland, QLD, 4072, Australia · Department of Information and Communication Technology, Mawlana Bhashani Science and Technology University, Tangail, 1902, Bangladesh · Department of Computer Science and Engineering, Daffodil International University, Daffodil Smart City (DSC), Birulia, Savar, Dhaka, 1216, Bangladesh +3

  5. Resolving Multi-Modal Regression by Difference-Quotient-Based Clustering:Fast Coarse Conditional-Label Assignment

    Aug 26, 2026Huang WeiquanMultimodal RegressionMultimodal Learning

    Guangdong Polytechnic Normal University

  6. Conformal Calibration for Multi-Modal Regression with Missing Modalities

    Aug 7, 2026Ilia AziziGroup-Conditional Conformal PredictionMultimodal Regression

    Department of Operations, HEC Lausanne, University of Lausanne, Switzerland · BegooAI, Switzerland

  7. Efficient Analytic Uncertainty Quantification for Multi-Modal Regression

    Jun 23, 2026Kun Jin, James Harrison, Jiawei Li +8Quantile RegressionUncertainty Quantification

    1Google · 2Google DeepMind

  8. Bounded-Compute Multimodal Regression for Product-Rating Prediction

    May 26, 2026William Leach, Ru He, Sizhuo Ma +4Vision-Language ModelsVLM Adaptation

    Snap Inc.

  9. Rethinking Gradient Modulation in Multimodal Regression

    May 26, 2026Haojie Yin, Chengcheng Feng, Tianyi Liu +2Multimodal RegressionMultimodal Learning

    Duke Kunshan University, China · Xi’an Jiaotong-Liverpool University, China · Soochow University

  10. A Mutual Information Lower Bound for Multimodal Regression Active Learning

    May 14, 2026Leonardo Ferreira Guilhoto, Akshat Kaushal, Paris PerdikarisMixture Density NetworksActive Learning

    Graduate Group on Applied Mathematics & Computational Science · Department of Computer and Information Science University of Pennsylvania Philadelphia, PA 19104 · Department of Mechanical Engineering and Applied Mechanics University of Pennsylvania Philadelphia, PA 19104

  11. EffiMiniVLM: A Compact Dual-Encoder Regression Framework

    Apr 3, 2026Yin-Loon Khor, Yi-Jie Wong, Yan Chai HumMultimodal RegressionEfficient VLM Training

    Universiti Malaya, Kuala Lumpur 50603, Malaysia · Universiti Tunku Abdul Rahman, Selangor 43000, Malaysia

  12. A Lightweight Vision-Language Fusion Framework for Predicting App Ratings from User Interfaces and Metadata

    Feb 24, 2026Azrin Sultana, Firoz AhmedMultimodal RegressionMultimodal Fusion

    Department of Computer Science, American International University–Bangladesh

  13. FDRMFL: Multimodal Federated Feature Extraction Model Based on Information Maximization and Contrastive Learning

    Nov 30, 2025Haozhe WuMultimodal Federated LearningNon-IID Federated Learning

    School of Computing and Data Science, The University of Hong Kong, Hong Kong SAR, China