International Journal of Multimedia Information Retrieval (IJMIR) (2026)

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2026 Volume 15 Issue 1

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ECMFC-Net:An enhanced causal modeling and feature consensus framework for temporal action detection.
Liming Guan|Hongjie Zhang|Haiping Zhang|Xujian Fang
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ANROT-HELANet: adverserially and naturally robust attention-based aggregation network via the hellinger distance for few-shot classification.
Gao Yu Lee|Tanmoy Dam|Md Meftahul Ferdaus|Daniel Puiu Poenar|Vu N. Duong
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Multiple object tracking under occlusions based on the stage-wise association strategy with weak cues.
Bingyu Li|Baocheng Gong|Shuaibing Kong|Lifan Sun|Jianfeng Liu|Dan Gao
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TFANet: three-stage image-text feature alignment network for robust referring image segmentation.
Qianqi Lu|Yuxiang Xie|Jing Zhang|Shiwei Zou|Yan Chen|Xidao Luan
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Multi-view Multi-label Canonical Correlation Analysis with Dual Correlations for Cross-modal Multimedia Retrieval.
Asha Rani|Yashaswi Verma
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CSAM: Capsule spatial attention mask network for visual question answering.
Lixia Xue|Yi Huang|Ronggui Wang|Juan Yang

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2026 Volume 15 Issue 2

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FME-24: A film, music, and emotion dataset.
Ruby Olivia Nagano Crocker|György Fazekas
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Joint temporal-structural learning for music emotion recognition using LSTM-GAT networks.
Jiale Fang|Bin Guo|Milembolo Miantezila Junior
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Optimized data-cube search for enhanced video summarization via shot boundary detection.
J. Kavitha|S. Alex David|M. Mohamed Iqbal|Anil Kumar Bisht|Ankur Dumka|Rajesh Singh|Anita Gehlot|Amit Kumar Thakur|Sudhanshu Dogra
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A survey of multimodal recommender systems: methods, challenges, and future directions.
Ziyu Li|Shiqing Wu|Weihua Li|Quan Bai|Jianhua Jiang
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EGA-Net: An enhanced gated attention network for pixel-level image tampering localization.
Yunxue Shao|Chuanyu Yang
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Enhancing action recognition via dynamic cross-frame differential modeling.
Qiuhong Tian|Tiancheng Chen|Lizao Zhang|Ziyu Yang|Fei Zeng
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Partial multimodal hashing with multi-level semantics and adversarial learning.
Hairong Wang|Zhenye Yang|Zhongxuan Li|Jing Wang|Hongying Li
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A Reproducibility Study of Multimodal Embeddings for Recommender Systems.
Yu Ye|Junchen Fu|Yu Song|Kaiwen Zheng|Joemon M. Jose
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AATransID : enhancing cross-domain person re-identification with low-rank adaptation and sequence sampling.
Serdar Yildiz|Songül Varli
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Optimising few-shot class-incremental learning for fine-grained visual recognition.
Yimin Yin|Haoling Liu|Sihang Xu|Renye Zhang|Jinghua Zhang

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2026 Volume 15 Issue 3

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H-ARN: A holo-attentive relational network for holistic facial beauty prediction via distribution learning.
Djamel Eddine Boukhari|Fadi Dornaika|Jinan Charafeddine
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Enhancing multimodal recommendation via contrastive self-supervised modality-preserving learning.
Jiajie Lu|Haruka Yamashita
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The evolution of deep learning models for instance segmentation: a critical review and analysis of future trajectories.
Refat Khan Pathan|Wei Lun Lim|Mayeen Uddin Khandaker|Chiung Ching Ho|Sian Lun Lau
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A hierarchical multi-modal injection architecture for synergistic music understanding and generation.
Yanwei Zhang|Guocai Du